{"schema":"trellis.v1","source":"4chan","items":[{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"105076684","url":"https://boards.4chan.org/g/thread/105076684","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2025-04-25T20:24:10Z","title":null,"body_md":"This board is for the discussion of technology and related topics.\n\nReminder that instigating OR participating in flame/brand wars will result in a ban.\nTech support threads should be posted to >>>/wsr/\nCryptocurrency discussion belongs on >>>/biz/\n\nTo use the Code tag, book-end your body of code with: [code] and [/code]\n\nThe /g/ Wiki: https://igwiki.lyci.de/","media":[{"type":"image","url":"https://i.4cdn.org/g/1745612650141704.png"}],"metrics":{"replies":3,"images":3},"rank":1,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110108475","url":"https://boards.4chan.org/g/thread/110108475","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T04:56:22Z","title":"/ldg/ - Local Diffusion General","body_md":"Discussion and Development of Local Image, Video, and Audio Models\n\nPrevious: >>110105129\n\nhttps://rentry.org/ldg-lazy-getting-started-guide\n\n>UI\nComfyUI: https://github.com/comfyanonymous/ComfyUI\nSwarmUI: https://github.com/mcmonkeyprojects/SwarmUI\nSDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage\nWan2GP: https://github.com/deepbeepmeep/Wan2GP\nNeural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel\n\n>Checkpoints, LoRAs, & Upscalers\nhttps://huggingface.co/models\nhttps://huggingbay.xyz\nhttps://civitai.com\nhttps://civitaiarchive.com\nhttps://openmodeldb.info\n\n>Tuning\nhttps://github.com/spacepxl/demystifying-sd-finetuning\nhttps://github.com/ostris/ai-toolkit\nhttps://github.com/Nerogar/OneTrainer\nhttps://github.com/tdrussell/diffusion-pipe\nhttps://github.com/kohya-ss/sd-scripts\nhttps://github.com/kohya-ss/musubi-tuner\n\n>MOSS\nhttps://github.com/OpenMOSS/MOSS-Image\n\n>F3K\nhttps://huggingface.co/black-forest-labs/flux-3-image-klein\n\n>Qwen Image 2.1\nhttps://huggingface.co/Qwen/Qwen-Image-2.1\n\n>MiniMax H3\nhttps://huggingface.co/Comfy-Org/MiniMax-H3\nhttps://neta.art/use-cases/en/h3-1000-prompt-list\n\n>Anima\nhttps://huggingface.co/circlestone-labs/Anima\nhttps://animastyles.thetacursed.com\nhttps://tagexplorer.github.io/\nhttps://animadex.net\n\n>Krea 2\nhttps://huggingface.co/krea/Krea-2-Raw\nhttps://huggingface.co/krea/Krea-2-Turbo\nhttps://lumenastrum.github.io/clio-style-preview/gallery/\n\n>Misc\nShare Metadata: https://catbox.moe | https://litterbox.catbox.moe/\nTxt2Img Plugin: https://github.com/Acly/krita-ai-diffusion\nArchive: https://rentry.org/sdg-link\nCollage: https://rentry.org/neo_collage\n\n>Neighbors\n>>>/aco/csdg\n>>>/b/degen\n>>>/gif/vdg\n>>>/d/ddg\n>>>/e/edg\n>>>/h/hdg\n>>>/trash/slop\n>>>/vt/vtai\n>>>/u/udg\n\n>Local Text\n>>>/g/lmg\n\n>Maintain Thread Quality\nhttps://rentry.org/debo\nhttps://rentry.org/animanon","media":[{"type":"image","url":"https://i.4cdn.org/g/1792385782743156.jpg"}],"metrics":{"replies":3,"images":0},"rank":2,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105090","url":"https://boards.4chan.org/g/thread/110105090","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T19:35:08Z","title":"/aicg/ - AI Chatbot General","body_md":"/aicg/ - A general dedicated to the discussion and development of AI chatbots\n\n\"We were so close to bump limit\" Edition\n\n>News\nDeepSeek releases 4.1-Flash-1017 https://api-docs.deepseek.com/news/news261017/\nGoogle releases Gemini 4 Argon - https://deepmind.google/models/model-cards/gemini-4-argon/\nMeta releases Muse Wonder and Wonder Full - https://research.meta.ai/blog/muse-wonder\nOAI releases GPT-6.1 Sol https://openai.com/index/introducing-gpt-6-1-sol/\nAnthropic releases Sonnet 5.5 - https://www.anthropic.com/claude-sonnet-5-5\nAnthropic releases Opus 5.5 - https://www.anthropic.com/claude-opus-5-5\nXiaomi releases MiMo 2.6 Pro and Flash - https://mimo.xiaomi.com/mimo-v2-6\nOAI releases GPT-6 Sol and Luna - https://openai.com/index/introducing-gpt-6-sol-and-luna/\nDeepSeek releases V4.1 Flash - https://www.deepseek.com/en/news/deepseek-v4-1-flash/\n\n>Frontends\nSillyTavern: https://docs.sillytavern.app\nRisuAI: https://risuai.net\nAgnai: https://agnai.chat | https://rentry.org/agnai_guides_\n\n>Bots\nhttps://chub.ai\nhttps://realm.risuai.net\nhttps://char-archive.evulid.cc/shutdown.html\nhttps://chararc.bernkastel.pictures/\nhttps://archive.cardbox.moe/\n\n>Models\nJailbreaks: https://rentry.org/jb-listing\nGPT: https://platform.openai.com/docs\nClaude: https://docs.anthropic.com | https://rentry.org/how2claude\nGemini: https://ai.google.dev/docs | https://rentry.org/gemini-qr\nDeepSeek: https://api-docs.deepseek.com\nGrok: https://docs.x.ai/overview\nLocal: >>>/g/lmg | https://hf.co/models | https://openrouter.ai\n\n>Meta\nLore: https://rentry.org/aicg_chronicles\nLog reader: https://sprites.neocities.org/l/r\n\n>Previous Thread: >>110090731","media":[{"type":"image","url":"https://i.4cdn.org/g/1792352108203983.png"}],"metrics":{"replies":103,"images":11},"rank":3,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110102086","url":"https://boards.4chan.org/g/thread/110102086","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T12:45:26Z","title":null,"body_md":"What actually was wrong with it back then? t. Zoomer","media":[{"type":"image","url":"https://i.4cdn.org/g/1792327526584738.jpg"}],"metrics":{"replies":53,"images":6},"rank":4,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106322","url":"https://boards.4chan.org/g/thread/110106322","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T22:21:42Z","title":"/pcbg/ - PC Building General","body_md":">UPGRADE & BUILD ADVICE\nPost build list or current specs including MONITOR: https://pcpartpicker.com/\nProvide specific use cases\nState BUDGET and COUNTRY or you will NOT be helped\n\n>CASE\nmATX: AP201, Lian Li A3/B4, XT M3\nATX: XT PRO (ULTRA), Lancool 207/217, Flux Pro, 4000D FRAME, X50, BF360 Flow, HAF II 500, Summit, Warthog RS\nDual Chamber: Y60/70, O11 Vision, Antec C8\n\n>CPU\nBudget: 5600/X, 12400F\nEntry level DDR5: 7500F, 7/9600/X, 225F\nGaming: 9850X3D, 9/7800X3D, 250K, 5800X3D\nWorkstation: 9950X/3D(2), 9900X/3D, 270K\n\n>COOLER\nAIO: Thermalright Frozen Edge, Cooler Master Atmos, Lian Li GA II Lite, Nautilus RS, Silent Loop 3, NL-LC1\nDual tower: A620 PRO SE, Phantom Spirit, NH-D15 G2\nITX/>42mm RAM: Big Shuriken 4, Mugen 6 Dual Fan\n\nTIM: Duronaut, MX-7, PTM7950* (phase change), KryoSheet (graphene pad)\n*Be wary of counterfeit PTMs\n\n>MOTHERBOARD\nAvoid ASRock AM5 boards, CPU degradation issues still reported\nChoose boards with ALC1220 audio codec when possible\n\n>RAM\nCrucial RAM & SSD warranty offers refunds only, no replacements\nDDR5: 2x16GB or 2x24GB, 6000CL30 (AMD), 6400CL32 (Intel)\nWorkstation: 2x 32GB (budget), 2x48GB or 2x64GB (high-end)\nDDR4: 3200CL16, 3600CL18\n\n>SSD (update firmware)\nDRAMless: (SN)7100, C925G, NM790\nPCIe Gen 4.0: (SN)850X\nGen 5.0: (SN)8100\n\n>GPU\nBuy the best one you're willing to pay for\nAvoid poor value entry-level GPUs like RTX 3050 & RX 6500 XT\n\n>PSU\nBuying guide:\nhttps://hwbusters.com/best_picks/best-atxv3-pcie5-ready-psus-picks-hardware-busters/\n\n>MONITOR\nBudget: 165/180Hz IPS (24\" 1080p / 27\" 1440p)\nHDR: discounted OLED or MiniLED (IPS/VA: motion clarity vs. contrast)\nHigh-end: wait for 2027 OLED releases\nCheck reviews & owner feedback\n\n>OS\nActivate Windows @ >>>/g/fwt\n\n>CASE FANS\nMeta: Case with good stock PWM fans\nMidrange: Pure Wings 3, Arctic P-Pro (5-pack, loud @ higher RPM)\nHigh-end: Fractal Momentum, Noctua G2 (140mm or 120mm)\n\nPrev:>>110097359","media":[{"type":"image","url":"https://i.4cdn.org/g/1792362102803963.png"}],"metrics":{"replies":72,"images":17},"rank":5,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107867","url":"https://boards.4chan.org/g/thread/110107867","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T03:01:48Z","title":"/vcg/ — vibe-coding general","body_md":"A general for vibe coding, agentic engineering, coding agents, and shipping code with LLMs.\n\nYou use Git — right, anon?\n\n## What “vibe coding” is, and how to do it\nhttps://simonwillison.net/2025/Mar/19/vibe-coding/\nhttps://simonwillison.net/2025/Mar/11/using-llms-for-code/\n\n## Related generals\n>>>/g/lmg/\n\n----\n\n## Frontier models using fully-general tooling — start here if you have $20 or so\nhttps://claude.com/product/claude-code — generally better currently\nhttps://developers.openai.com/codex/cli\nhttps://antigravity.google/pricing\n\n## Near-the-old-frontier models for code\nhttps://x.ai/cli — no 5h limit for only $30/month\n\n## Best free tier\nhttps://opencode.ai/zen\n\n----\n\n## Prompting\nhttps://platform.claude.com/docs/en/build-with-claude/prompt-engineering/overview\nhttps://developers.openai.com/api/docs/guides/latest-model\n\n## Skills\nhttps://github.com/mattpocock/skills — /grill-with-docs is a favorite\nhttps://github.com/Vuk97/forward-implementation-first — do less redundant bookkeeping\n\n## Other editors / terminal agents / coding agents\nhttps://osaurus.ai/\nhttps://pi.dev/\n\n## Is our AIs unlearning?\nhttps://aistupidlevel.info/\n\n## Will there be a codex reset?\nhttps://codex-resets.com/\n\n## What we’ve done\nhttps://vcg.gitgud.site\n\n## Previous thread\n>>110102334","media":[{"type":"image","url":"https://i.4cdn.org/g/1792378908290832.jpg"}],"metrics":{"replies":55,"images":11},"rank":6,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105129","url":"https://boards.4chan.org/g/thread/110105129","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T19:38:54Z","title":"/ldg/ - Local Diffusion General","body_md":"Discussion and Development of Local Image, Video, and Audio Models\n\nPrevious: >>110103224\n\nhttps://rentry.org/ldg-lazy-getting-started-guide\n\n>UI\nComfyUI: https://github.com/comfyanonymous/ComfyUI\nSwarmUI: https://github.com/mcmonkeyprojects/SwarmUI\nSDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage\nWan2GP: https://github.com/deepbeepmeep/Wan2GP\nNeural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel\n\n>Checkpoints, LoRAs, & Upscalers\nhttps://huggingface.co/models\nhttps://huggingbay.xyz\nhttps://civitai.com\nhttps://civitaiarchive.com\nhttps://openmodeldb.info\n\n>Tuning\nhttps://github.com/spacepxl/demystifying-sd-finetuning\nhttps://github.com/ostris/ai-toolkit\nhttps://github.com/Nerogar/OneTrainer\nhttps://github.com/tdrussell/diffusion-pipe\nhttps://github.com/kohya-ss/sd-scripts\nhttps://github.com/kohya-ss/musubi-tuner\n\n>MOSS\nhttps://github.com/OpenMOSS/MOSS-Image\n\n>F3K\nhttps://huggingface.co/black-forest-labs/flux-3-image-klein\n\n>Qwen Image 2.1\nhttps://huggingface.co/Qwen/Qwen-Image-2.1\n\n>MiniMax H3\nhttps://huggingface.co/Comfy-Org/MiniMax-H3\nhttps://neta.art/use-cases/en/h3-1000-prompt-list\n\n>Anima\nhttps://huggingface.co/circlestone-labs/Anima\nhttps://animastyles.thetacursed.com\nhttps://tagexplorer.github.io/\nhttps://animadex.net\n\n>Krea 2\nhttps://huggingface.co/krea/Krea-2-Raw\nhttps://huggingface.co/krea/Krea-2-Turbo\nhttps://lumenastrum.github.io/clio-style-preview/gallery/\n\n>Misc\nShare Metadata: https://catbox.moe | https://litterbox.catbox.moe/\nTxt2Img Plugin: https://github.com/Acly/krita-ai-diffusion\nArchive: https://rentry.org/sdg-link\nCollage: https://rentry.org/neo_collage\n\n>Neighbors\n>>>/aco/csdg\n>>>/b/degen\n>>>/gif/vdg\n>>>/d/ddg\n>>>/e/edg\n>>>/h/hdg\n>>>/trash/slop\n>>>/vt/vtai\n>>>/u/udg\n\n>Local Text\n>>>/g/lmg\n\n>Maintain Thread Quality\nhttps://rentry.org/debo\nhttps://rentry.org/animanon","media":[{"type":"image","url":"https://i.4cdn.org/g/1792352334806236.jpg"}],"metrics":{"replies":312,"images":131},"rank":7,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107841","url":"https://boards.4chan.org/g/thread/110107841","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T02:57:13Z","title":null,"body_md":"Simply put, I mog you","media":[{"type":"image","url":"https://i.4cdn.org/g/1792378633486736.png"}],"metrics":{"replies":26,"images":5},"rank":8,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110108089","url":"https://boards.4chan.org/g/thread/110108089","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T03:45:37Z","title":null,"body_md":"Is the ai war ever going to end or are people 100 years from now going to be bitching about \"ai slop is not real art because no human was involved in the making of it\" lol.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792381537586546.jpg"}],"metrics":{"replies":18,"images":4},"rank":9,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105553","url":"https://boards.4chan.org/g/thread/110105553","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T20:27:30Z","title":"Intel core 7 Ultra 270k plus","body_md":"68k score in passmark for less than 300 dollars.\nWhy is this so cheap?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792355250986693.jpg"}],"metrics":{"replies":34,"images":3},"rank":10,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105191","url":"https://boards.4chan.org/g/thread/110105191","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T19:45:41Z","title":"All DLSS features including Ray Reconstruction have been ported to RDNA 4 and 3","body_md":"DLSS Neutral Rendering, DLSS Ray Reconstruction and DLSS Super Resolution 4.5 on any RX 7000 and 9000 series\nhttps://github.com/danielblnc/DLSS-NR-on-AMD/releases/tag/v0.8.0","media":[{"type":"image","url":"https://i.4cdn.org/g/1792352741019573.png"}],"metrics":{"replies":6,"images":0},"rank":11,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110108213","url":"https://boards.4chan.org/g/thread/110108213","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T04:08:25Z","title":null,"body_md":">RAM remains unaffordable\n>\"No end in sight (for price hikes)\" according to experts\n>GPUs are more expensive than ever, and not better\n>High-end GPUs discontinued without replacements\n>Storage on an all-time high, forcing the use of cloud services\n>CPU prices predicted to rise\n>Old products being relaunched but still relatively more expensive than they were\nI don't think PC Tech has ever gone through such grim times, it's always been exciting to look forward to the future, but now we just wish things were the way they were back then.\n\nIs it truly over?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792382905037586.gif"}],"metrics":{"replies":2,"images":1},"rank":12,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110108467","url":"https://boards.4chan.org/g/thread/110108467","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T04:54:18Z","title":"arm is vvoned","body_md":"the best high-end laptops are m5 macs. the best budget laptops are snapdragon x2. mid-end is a tossup between the two. every x64 shitbox gets sent to /dev/null","media":[{"type":"image","url":"https://i.4cdn.org/g/1792385658237105.jpg"}],"metrics":{"replies":0,"images":0},"rank":13,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110002000","url":"https://boards.4chan.org/g/thread/110002000","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-07T05:44:32Z","title":"/csg/ - Chink Shit General","body_md":">Shame on you, you left it to die again edition\n\nEverything is already from China, but here we discuss the cheap chink shit you see on various sites.\n1st rule of /csg/: If it looks too good to be true, it probably is.\n\nUseful links\n>TWS IEM reviews: www.scarbir.com/\n>Guide: csg-guide.neocities.org/\n>Wiki: https://igwiki.lyci.de/wiki/Chink_Shit_General\n\n>What headphones/earbuds should I buy?\n>>>/g/iemg\n>I want a cheap smartphone what should I buy?\n>>>/g/spg/\n>I want to buy some sort of emulation device\n>>>/vr/hhg/\n\nPrevious: >>109978274\nPrevious previous: >>109862120","media":[{"type":"image","url":"https://i.4cdn.org/g/1791351872365879.png"}],"metrics":{"replies":254,"images":61},"rank":14,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105648","url":"https://boards.4chan.org/g/thread/110105648","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T20:38:39Z","title":"/lmg/ - Local Models General","body_md":"/lmg/ - a general dedicated to the discussion and development of local language models\n\nPrevious threads: >>110101152 & >>110096281\n\n►News\n>(10/16) DeepSeek-V4.1-Flash-1017 released: https://hf.co/deepseek-ai/DeepSeek-V4.1-Flash-1017\n>(10/16) Nemotron Labs Dory released: https://hf.co/collections/nvidia/nemotron-labs-dory\n>(10/16) Reflection Beam 501B A23B released: https://hf.co/blog/reflection-beam\n>(10/15) PrismML Ternary Bonsai 2 2B, 4B and 9B: https://hf.co/collections/prism-ml/bonsai-2-small\n>(10/15) Meta releases Muse Spark Open: https://hf.co/collections/meta-models/muse-spark-open\n\n►News Archive: https://rentry.org/lmg-news-archive\n►Links: https://rentry.org/LocalModelsLinks\n►Official /lmg/ card: https://files.catbox.moe/cbclyf.png\n\n►Getting Started\nhttps://rentry.org/lmg-lazy-getting-started-guide\nhttps://rentry.org/lmg-build-guides\nhttps://rentry.org/IsolatedLinuxWebService\nhttps://rentry.org/recommended-models\nhttps://rentry.org/samplers\nhttps://rentry.org/MikupadIntroGuide\n\n►Further Learning\nhttps://rentry.org/machine-learning-roadmap\nhttps://rentry.org/llm-training\nhttps://rentry.org/LocalModelsPapers\n\n►Benchmarks\nLiveBench: https://livebench.ai\nProgramming: https://swe-rebench.com\nAgentic Coding: https://deepswe.datacurve.ai\nContext Length: https://github.com/RecapAnon/NoLiMa\nGPUs: https://github.com/XiongjieDai/GPU-Benchmarks-on-LLM-Inference\n\n►Tools\nGGUF VRAM Calculator: https://hf.co/spaces/NyxKrage/LLM-Model-VRAM-Calculator\nSampler Visualizer: https://artefact2.github.io/llm-sampling\nToken Speed Visualizer: https://shir-man.com/tokens-per-second\n\n►Text Gen. UI, Inference Engines\nhttps://github.com/lmg-anon/mikupad\nhttps://github.com/oobabooga/text-generation-webui\nhttps://github.com/LostRuins/koboldcpp\nhttps://github.com/ggerganov/llama.cpp\nhttps://github.com/theroyallab/tabbyAPI\nhttps://github.com/vllm-project/vllm\nhttps://rentry.org/custom-uis","media":[{"type":"image","url":"https://i.4cdn.org/g/1792355919945388.png"}],"metrics":{"replies":203,"images":43},"rank":15,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110108265","url":"https://boards.4chan.org/g/thread/110108265","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T04:19:10Z","title":null,"body_md":"vulkan secretly run better in software rendering, how do you accept it without sounding mad?","media":[{"type":"video","url":"https://i.4cdn.org/g/1792383550050460.webm"}],"metrics":{"replies":8,"images":0},"rank":16,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106697","url":"https://boards.4chan.org/g/thread/110106697","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T23:21:15Z","title":null,"body_md":"Are there any VPNs with Russian servers left? I want to lurk the restricted boards on Dvach.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792365675886175.png"}],"metrics":{"replies":9,"images":3},"rank":17,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106339","url":"https://boards.4chan.org/g/thread/110106339","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T22:23:10Z","title":null,"body_md":"Does anyone still use this bloat?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792362190186386.png"}],"metrics":{"replies":3,"images":0},"rank":18,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110108122","url":"https://boards.4chan.org/g/thread/110108122","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T03:52:12Z","title":"/tpg/ - TV Box General","body_md":"itt we talk at things television from tv boxs, custom software, and apps.\n\n>best tv software\n- android/google tv\nandroid based\ngreat tv ui\ncan side load apps\neasy to change the launcher\ndoesn't restrict you from installing certain apps like fire tv\n- apple tv\ngreat apple integration\nlots of updates\nfast\n\n>best tv boxes\n- onn 4k\nruns google tv and can be had for cheap\n- nexus player\nhas official lineage os support and can be fully degoogled\n- nvidia shield\nplays every codec under the sun\nhas official lineage os support as well\n- apple 4k\ngreat hardware\nsyncs with apple devices\n\n>best apps to get\n- smarttube\nad free youtube with lots of features\nhttps://smarttubeapp.github.io/\n- jellyfin\nyour own netflix that you own including the media\nhttps://github.com/jellyfin/jellyfin-androidtv\n\n>what custom launcher(s) should i use\n- projectivity\nthe most popular launcher for tv use\nhttps://github.com/spocky/miproja1\n- simple tv launcher\nvery simple to use as the name implies\nhttps://github.com/alescdb/LauncherTV\n- barelauncher\nanother launcher one can use\nhttps://github.com/f102mithunysypdlcjr-pixel/BareLauncherv3\n\n- how do I change my launcher\nrun these commands from adb\nfor android tv\nadb shell pm disable-user --user 0 com.google.android.tvlauncher\nfor google tv\nadb shell pm disable-user --user 0 com.google.android.apps.tv.launcherx\n\nadb shell pm disable-user --user 0 com.google.android.tungsten.setupwraith\nthen press the home button to select your launcher of choice","media":[{"type":"image","url":"https://i.4cdn.org/g/1792381932633560.png"}],"metrics":{"replies":5,"images":0},"rank":19,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110101552","url":"https://boards.4chan.org/g/thread/110101552","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T11:04:07Z","title":null,"body_md":"What does /g/ even do all week with so much free time?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792321447215131.jpg"}],"metrics":{"replies":49,"images":7},"rank":20,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106921","url":"https://boards.4chan.org/g/thread/110106921","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T00:00:14Z","title":null,"body_md":"Who ruined the internet for gooners? I just want to know.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792368014644809.jpg"}],"metrics":{"replies":14,"images":1},"rank":21,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110108414","url":"https://boards.4chan.org/g/thread/110108414","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T04:45:45Z","title":null,"body_md":">Claude, make me money\nDoes that work?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792385145522375.gif"}],"metrics":{"replies":2,"images":0},"rank":22,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110099769","url":"https://boards.4chan.org/g/thread/110099769","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T04:49:21Z","title":null,"body_md":"Use case for AM radio?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792298961015266.jpg"}],"metrics":{"replies":26,"images":5},"rank":23,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110084530","url":"https://boards.4chan.org/g/thread/110084530","parent_id":null,"thread_id":null,"author":"ElectricAugur","created_at":"2026-10-16T18:21:58Z","title":"/tow/ - Order of the Machine Tower General - Meeting 2","body_md":"Welcome to the second general thread for The Order of the Machine Tower.\n\n>What is The Order of the Machine Tower?\nThe Order of the Machine Tower is a society dedicated to Technomancy: the idea that modern technology, software, electricity, and AI are forms of \"magic\" able to accomplish feats once attributed to the mystic arts. Our members seek to master and advance this craft by sharing knowledge, refining code, and exploring the boundaries of conventional techniques.\n\nTech / Science News\n>Nvidia is no longer a PC gaming company. Get used to it\nhttps://www.pcworld.com/article/3260897/nvidia-is-no-longer-a-pc-gaming-company-get-used-to-it.html\n\n>Japan to launch a probe carrying soil samples from Phobos\nhttps://universemagazine.com/en/japan-to-launch-a-probe-carrying-soil-samples-from-phobos/\n\nAI News\n>Developer Who Cloned Photoshop With AI Just Did the Same to Microsoft Office\nhttps://decrypt.co/380991/developer-cloned-photoshop-ai-just-did-same-microsoft-office\n\n>Colossal Biosciences announces new AI platform to help accelerate de-extinction efforts\nhttps://techcrunch.com/2026/10/14/colossal-biosciences-announces-new-ai-platform-to-help-accelerate-de-extinction-efforts/\n\nThis one's kind of funny, though not unexpected. Apple finally makes a foldable phone, something thats been around for years, and people go nuts.\n>Apple iPhone Duo sells out instantly. It's backordered until December.\nhttps://mashable.com/tech/iphone-duo-sells-out-instantly\n\nI would also like to announce the creation of an \"unofficial homepage\" for the Order. The most common questions you have, as well as links to our previous threads, can be found there.\nhttps://adeptus-telvannus.neocities.org/hpgs/machinetower_main\n\nFeel free to participate! Share your thoughts, news, projects you have been working on, etc.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792174918496769.png"}],"metrics":{"replies":129,"images":11},"rank":24,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106982","url":"https://boards.4chan.org/g/thread/110106982","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T00:14:33Z","title":"/sdg/ - Stable Diffusion General","body_md":"Previously on /sdg/: >>110097486\n\n>Beginner UI\nEasyDiffusion: https://easydiffusion.github.io\nSwarmUI: https://github.com/mcmonkeyprojects/SwarmUI\n\n>Advanced UI\nComfyUI: https://github.com/comfyanonymous/ComfyUI\nForge Classic: https://github.com/Haoming02/sd-webui-forge-classic\nStability Matrix: https://github.com/LykosAI/StabilityMatrix\n\n>Minimax H3\nhttps://huggingface.co/Comfy-Org/MiniMax-H3\n\n>Krea 2\nhttps://huggingface.co/krea/Krea-2-Raw\nhttps://huggingface.co/krea/Krea-2-Turbo\nhttps://lumenastrum.github.io/clio-style-preview/gallery/\n\n>Moss Image\nhttps://huggingface.co/Comfy-Org/MOSS-Image\nhttps://huggingface.co/lodestones/MOSS-Image-SFT-8-steps-dmd\n\n>Qwen Image 2.1\nhttps://huggingface.co/Qwen/Qwen-Image-2.1\n\n>Z-Image\nhttps://comfyanonymous.github.io/ComfyUI_examples/z_image\n\n>Flux.2 Dev/Klein\nhttps://comfyanonymous.github.io/ComfyUI_examples/flux2\n\n>Chroma\nhttps://comfyanonymous.github.io/ComfyUI_examples/chroma\n\n>Anima\nhttps://huggingface.co/circlestone-labs/Anima\n\n>Models, LoRAs & upscaling\nhttps://civitai.com\nhttps://huggingface.co\nhttps://tungsten.run\nhttps://yodayo.com/models\nhttps://www.diffusionarc.com\nhttps://miyukiai.com\nhttps://civitaiarchive.com\nhttps://civitasbay.org\nhttps://www.stablebay.org\nhttps://openmodeldb.info\n\n>Index of guides and other tools\nhttps://rentry.org/sdg-link\n\n>Related boards\n>>>/aco/csdg/\n>>>/b/degen\n>>>/d/ddg\n>>>/e/edg\n>>>/gif/vdg\n>>>/h/hdg\n>>>/tg/slop\n>>>/trash/sdg\n>>>/u/udg\n>>>/vp/napt\n>>>/vt/vtai\n\nOP https://rentry.co/twkuk8tz","media":[{"type":"image","url":"https://i.4cdn.org/g/1792368873317763.png"}],"metrics":{"replies":78,"images":64},"rank":25,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110102930","url":"https://boards.4chan.org/g/thread/110102930","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T15:04:41Z","title":null,"body_md":"this is the only good software for editing images. everything else either lacks basic functionality or just sucks\n>fartcraft doesn't have zoom blur\n>gimp doesn't have a circle drawing tool\n>photoshart is propriatery garbage\nit's fucking insane how bad software for editing images is. I might be compelled to write some myself. it's also unreal how little attention paint.net seems to get compared to the aformentioned inferior alternatives. name a single flaw with paint.net. you literally can't.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792335881526988.png"}],"metrics":{"replies":27,"images":5},"rank":26,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110039043","url":"https://boards.4chan.org/g/thread/110039043","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-11T18:08:23Z","title":"/mkg/ - mechanical keyboards general","body_md":"Golf ball edition\n\n>Keyboard recommendation template:\nhttps://pastebin.com/n220xk9V\n\n>Find vendors\nhttps://www.alexotos.com/keyboard-vendor-list // Up-to-date list of reputable vendors with brief descriptions\nhttps://keycaplendar.firebaseapp.com // Tracker for current and upcoming keycap group buys\n\n>This keyboard stuff is so expensive!\nhttps://aliexpress.com (or Taobao if you know how)\n\n>Learn about MX-type switches (\"mechanical keyboard switches\")\nhttps://rentry.org/mkg_switches // Introductory guide\nhttps://www.theremingoat.com // Switch reviews\nhttps://www.switchesdb.com // Compare force curves\n\n>Split and non-standard layout resources\nhttps://compare.splitkb.com\nhttps://keyboard-design.com\n\n>What does ______ do to a keyboard's sound?\nhttps://blacksimon.tv/science (Google sheet)\n\n>Practice typing\nhttps://monkeytype.com\nhttps://keybr.com\nhttps://thetypingcat.com\nhttps://play.typeracer.com\n\n>How Cherry switches do backlighting, and why it's not ideal\nhttps://rentry.org/mkg_backlight","media":[{"type":"image","url":"https://i.4cdn.org/g/1791742103226346.jpg"}],"metrics":{"replies":151,"images":37},"rank":27,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105226","url":"https://boards.4chan.org/g/thread/110105226","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T19:49:49Z","title":"/ptg/ - Private Trackers General","body_md":">Not sure what private trackers are all about?\nA private tracker is an invite-only torrent website. Each member shares common goals: collecting, preserving and discussing media.\n\n>Have a question?\nFAQ: https://archive.is/UVQkn\nWIKI: https://igwiki.lyci.de/wiki/Private_trackers\nNEWFAG PYRAMID: https://trackerpathways.org/\nSTUDY: https://www.cambridge.org/core/services/aop-cambridge-core/content/view/2F379FE0CB50DF502F0075119FD3E060\nSPREADSHEET: https://hdvinnie.github.io/Private-Trackers-Spreadsheet/\nTEN CURRY COMMANDMENTS: https://pastebin.com/raw/dBbdE73M\nTEN NEON COMMANDMENTS: https://pastebin.com/raw/Ud2pGYaE\nRED SPAMMER'S BIBLE: https://rentry.org/69zbxh4h\n#ptg is on irc.sageru.org but it's pretty dead\nUse >>>/g/ptg as a link to find the /ptg/ thread.\n\nRemember the following:\n>READ THE OP BEFORE MAKING A FUCKING QUESTION YOU RETARDED FAGGOT\n>It doesn't matter if you use the same username in different trackers, the staff still share your IP with each other.\n>Staff is reading, being /marked/ is NOT a meme, and even if it is, it isn't.\n>Don't ask for invites, it's private for a reason.\n>If starting out you should interview for RED, rank to Torrent Master, wait on account age, and get invites from there. THAT'S IT THAT IS ALL YOU HAVE TO DO.\n\n>【NEWS]\n>>110090623 Anon wants to join the scene (good luck!)\n>>110091028 Critique of MAM\n>>110101507 ClearJAV open signups\n\nPrevious thread: >>110083026","media":[{"type":"image","url":"https://i.4cdn.org/g/1792352989121614.jpg"}],"metrics":{"replies":59,"images":0},"rank":28,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110081159","url":"https://boards.4chan.org/g/thread/110081159","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-16T12:23:22Z","title":"/twg/ – Tech Workers General","body_md":"Previously on lost: >>110061625","media":[{"type":"image","url":"https://i.4cdn.org/g/1792153402298172.png"}],"metrics":{"replies":209,"images":51},"rank":29,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110108233","url":"https://boards.4chan.org/g/thread/110108233","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T04:13:08Z","title":"It's over","body_md":"https://archive.ph/0ZHS7","media":[{"type":"image","url":"https://i.4cdn.org/g/1792383188080376.png"}],"metrics":{"replies":9,"images":1},"rank":30,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110097171","url":"https://boards.4chan.org/g/thread/110097171","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T22:23:03Z","title":"/hsg/ - Home Server General","body_md":"tsundere baka server edition\n\nprevious >>110016273\n\nREAD THE (temp)WIKI! & help by contributing:\nhttps://igwiki.lyci.de/wiki/Home_server\n\n/hsg/ is about learning and expanding your horizons. Know all about NAS? Learn virtualization. Spun up some VMs? Learn about networking by standing up a OPNsense/PFsense box and configuring some VLANs. There's always more to learn and chances to grow. Think you’re god-tier already? Setup OpenStack and report back.\n\n>What software should I run?\nInstall Gentoo. Or whatever flavor of *nix is best for the job or most comfy for you. Jellyfin/Emby/Plex to replace Netflix, Nextcloud to replace Googlel, Ampache/Navidrome to replace Spotify, the list goes on. Look at the awesome self-hosted list and ask.\n\n>Why should I have a home server?\nDe-botnet your life. Learn something new. Serving applications to yourself, your family, and your frens feels good. Put your tech skills to good use for yourself and those close to you. Store their data with proper availability redundancy and backups and serve it back to them with a /comfy/ easy to use interface.\n\n>Links & resources\nCool stuff to host: https://github.com/awesome-selfhosted/awesome-selfhosted\nhttps://reddit.com/r/datahoarder\nhttps://www.reddit.com/r/homelab/wiki/index\nhttps://wiki.debian.org/FreedomBox/Features\nARM-based SBCs: https://docs.google.com/spreadsheets/d/1PGaVu0sPBEy5GgLM8N-CvHB2FESdlfBOdQKqLziJLhQ\nLow-power x86 systems: https://docs.google.com/spreadsheets/d/1LHvT2fRp7I6Hf18LcSzsNnjp10VI-odvwZpQZKv_NCI\nSFF cases https://docs.google.com/spreadsheets/d/1AddRvGWJ_f4B6UC7_IftDiVudVc8CJ8sxLUqlxVsCz4/\nCheap disks: https://shucks.top/ https://diskprices.com/\nPCIE info: https://files.catbox.moe/id6o0n.pdf\n>i226-V NICs are bad for servers\n>For more SATA ports, use PCIe SAS HBAs in IT mode\nWiFi fixing: pastebin.com/raw/vXJ2PZxn\nCockpit is nice for remote administration\n\nRemember:\nRAID protects you from DOWNTIME\nBACKUPS protect you from DATA LOSS","media":[{"type":"image","url":"https://i.4cdn.org/g/1792275783824188.jpg"}],"metrics":{"replies":36,"images":5},"rank":31,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110108402","url":"https://boards.4chan.org/g/thread/110108402","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T04:43:38Z","title":"IT'S HAPPENING!!!!!","body_md":"Say your goodbyes. We're gonna be locked in with whatever GPUs we currently have.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792385018788746.jpg"}],"metrics":{"replies":0,"images":0},"rank":32,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110108100","url":"https://boards.4chan.org/g/thread/110108100","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T03:47:07Z","title":"Tablet hate thread","body_md":">no real use case that can't be satisfied by a laptop\n>manufacturers don't let you root the device\n>not as portable as the phone you already have that cab also already do everything the tablat does\n>OP ebook reader\nWho is responsible for purchasing these this? How are companies not taking a huge loss by making these?\nThe existence of tablets is proof the economy is fine.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792381627811248.jpg"}],"metrics":{"replies":12,"images":3},"rank":33,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110064215","url":"https://boards.4chan.org/g/thread/110064215","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-14T15:26:20Z","title":"/gedg/ - Game and Engine Development General #371","body_md":"Gmod IRL edition\n\n/gedg/ Wiki: https://igwiki.lyci.de/wiki//gedg/_-_Game_and_Engine_Dev_General\nIRC: irc.rizon.net #/g/gedg\nProgress Day: https://rentry.org/gedg-jams\n/gedg/ Compendium: https://rentry.org/gedg\n/agdg/: >>>/vg/agdg\nGraphics Debugger: https://renderdoc.org/\n\nRequesting Help\n-Problem Description: Clearly explain your issue, providing context and relevant background information.\n-Relevant Code or Content: If applicable, include relevant code, configuration, or content related to your question. Use code tags.\n\nprevious: >>109986135","media":[{"type":"video","url":"https://i.4cdn.org/g/1791991580013799.mp4"}],"metrics":{"replies":281,"images":44},"rank":34,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110095809","url":"https://boards.4chan.org/g/thread/110095809","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T19:45:30Z","title":"/iemg/ & /pmpg/ - In-Ear Monitor & Portable Music Player General","body_md":"Meteoric edition\n\nHow to request advice:\n>Budget\n>Intended use (media, source, environment)\n>Frequency response preference and music examples\n>Past gear and your thoughts on them\n\nFAQ:\n>Where do I buy IEMs?\nAmazon, Aliexpress, Linsoul, Hifigo, Shenzhenaudio\n\n>Shopping Guide (IEMs, PMPs, Cables, Ear Tips, etc.):\nhttps://consoomer-guide.pages.dev/\n\n>/iemg/'s Journal:\nhttps://iemgazette.pages.dev/\n\n>EQ Guide (EQ 101, Targets, Myths & Misconceptions, Papers, etc.):\nhttps://iem-eq-guide.pages.dev/\n\n>Measurements:\nhttps://iem-eq-guide.pages.dev/measurement-databases/\n\n>Budget Wire Over-Ear IEMs:\n• Tanchjim Bunny DSP (Mild U/5-Band PEQ) - $22\n• Tangzu Wan'er S.G 2 (mild V) - $20\n• EPZ Q1 Pro (V-shape) - $35\n\n>Bullet IEMs:\n• Tanchjim Zero Ultima DSP (Mild U/5-Band PEQ) - $22\n• Sony IER-EX15C (Warm/Dark) - $30\n• Etymotic ER2XR (Towards Neutral) - $140\n\n>Flathead Earbuds:\n• NICEHCK Vido (Warm) - $5\n• Yincrow X6 (Warm) - $10\n\n>USB-C DACs:\n• JCally JM6 (Non Pro) / CX Pro - $8\n• JadeAudio JIEZI (10-Band PEQ) - $18\n• TRN Black Pearl (10-Band PEQ) - $38\n• Qudelix 5K (20-Band PEQ/GEQ) - $110\n\n>PMPs:\n• HiBy R1 - $85\n• HiBy M300 - $200\n• TempoTec V1 - $110\n\n>AVOID USING:\n• Mainboard audio when using multi-driver pos\n\nPrevious Thread: >>110063769","media":[{"type":"image","url":"https://i.4cdn.org/g/1792266330932895.png"}],"metrics":{"replies":197,"images":50},"rank":35,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110104485","url":"https://boards.4chan.org/g/thread/110104485","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T18:19:56Z","title":"YouTube is censoring now comments that talk about things that criticize their evil practices.","body_md":"YouTube disabled comments so you can't reply to a comment mentioning an insane amount of ads on a video. This is absurd. Notice the first comment cannot be replied to (picrel).\nhttps://www.youtube.com/watch?v=PHpsdIHpLUE\nhttps://www.youtube.com/watch?v=PHpsdIHpLUE\nhttps://www.youtube.com/watch?v=PHpsdIHpLUE","media":[{"type":"image","url":"https://i.4cdn.org/g/1792347596386347.png"}],"metrics":{"replies":13,"images":0},"rank":36,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110099828","url":"https://boards.4chan.org/g/thread/110099828","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T05:07:38Z","title":null,"body_md":"Whats wrong with using ai this way?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792300058261817.png"}],"metrics":{"replies":28,"images":2},"rank":37,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110078732","url":"https://boards.4chan.org/g/thread/110078732","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-16T04:43:41Z","title":"/utwg/ - Unemployable Tech Workers General","body_md":"previous >>110049562","media":[{"type":"image","url":"https://i.4cdn.org/g/1792125821872238.png"}],"metrics":{"replies":160,"images":28},"rank":38,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106762","url":"https://boards.4chan.org/g/thread/110106762","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T23:31:25Z","title":null,"body_md":"Why are women in tech treated so badly?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792366285754797.jpg"}],"metrics":{"replies":29,"images":6},"rank":39,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110104326","url":"https://boards.4chan.org/g/thread/110104326","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T18:03:37Z","title":null,"body_md":"X11 is finally dead and obsolete as both Plasma and Gnome don't support it anymore.\n\nAbout fucking time.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792346617983257.png"}],"metrics":{"replies":49,"images":4},"rank":40,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110103621","url":"https://boards.4chan.org/g/thread/110103621","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T16:47:46Z","title":"Linux's finest","body_md":"","media":[{"type":"image","url":"https://i.4cdn.org/g/1792342066768560.png"}],"metrics":{"replies":43,"images":7},"rank":41,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107839","url":"https://boards.4chan.org/g/thread/110107839","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T02:57:05Z","title":null,"body_md":"Mouse Computer","media":[{"type":"video","url":"https://i.4cdn.org/g/1792378625211033.mp4"}],"metrics":{"replies":8,"images":3},"rank":42,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110108077","url":"https://boards.4chan.org/g/thread/110108077","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T03:43:30Z","title":"/adt/ - Anime Diffusion Thread #153","body_md":"Previous: >>110086767\n\n>UIs\nAniStudio: https://github.com/FizzleDorf/AniStudio\nComfyUI: https://github.com/comfyanonymous/ComfyUI\nSwarmUI: https://github.com/mcmonkeyprojects/SwarmUI\nKritaAI: https://github.com/Acly/krita-ai-diffusion\nForge Classic/Neo: https://github.com/Haoming02/sd-webui-forge-classic\n\n>Image Models\nIL: https://rentry.org/illustrious_checkpoints\nAnima: https://huggingface.co/circlestone-labs/Anima\nKrea: https://huggingface.co/krea/Krea-2-Turbo\nMOSS: https://huggingface.co/Comfy-Org/MOSS-Image/tree/main/diffusion_models\n\nSAAS:\nNovelAI: https://novelai.net\nPelune: https://pelune.studio/\n\n>Video Models\nH3: https://huggingface.co/Comfy-Org/MiniMax-H3\nTurbo lora: included above\n\n>How to generate anime:\nimage : https://rentry.org/comfyui_guide_1girl\nvideo: https://rentry.org/wan22ldgguide (No H3 guide yet)\n\n>Style Explorers\nAnima: https://anima.mooshieblob.com/ | https://animadex.net/\nIllustrious: https://tagexplorer.github.io\n\n>Checkpoints, LoRAs, Upscalers, & Workflows\nhttps://civitai.com\nhttps://civitaiarchive.com\nhttps://tensor.art\nhttps://openmodeldb.info\nhttps://www.seaart.ai\nhttps://www.liblib.art/\n\n>Resources:\nShare Metadata: https://litterbox.catbox.moe\nImg2Prompt: https://huggingface.co/spaces/fancyfeast/joy-caption-beta-one\nOnline metadata viewer SD/NovelAI: https://spell.novelai.dev\nCatbox/Metadata Userscript: https://gist.github.com/catboxanon/ca46eb79ce55e3216aecab49d5c7a3fb\nOutput cleanup: https://rentry.org/RemovingDiffusionGunk , https://www.mediafire.com/file/vipr23exc5htmnt (batch processing python script)\nInpainting Guide from an Anon: https://files.catbox.moe/fbzsxb.jpgcollage >>106520607\n\n>/adt/ logo:\nhttps://files.catbox.moe/pakfgt.pngcollage","media":[{"type":"video","url":"https://i.4cdn.org/g/1792381410583147.webm"}],"metrics":{"replies":4,"images":2},"rank":43,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105811","url":"https://boards.4chan.org/g/thread/110105811","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T20:58:21Z","title":null,"body_md":"Whuch imageboard script shall i use for my chan? What are the best ones in 2025","media":[{"type":"image","url":"https://i.4cdn.org/g/1792357101720075.jpg"}],"metrics":{"replies":5,"images":2},"rank":44,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110104691","url":"https://boards.4chan.org/g/thread/110104691","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T18:41:08Z","title":"/wdg/ - Web Development General","body_md":"\"It's fucking over\" edition.\n\n>Free beginner resources to get started with HTML, CSS and JS\nhttps://developer.mozilla.org/en-US/docs/Learn - MDN is your best friend for fundamentals\nhttps://web.dev/learn/ - Guides by Google, you can also learn concepts like Accessibility, Responsive Design etc\nhttps://eloquentjavascript.net/Eloquent_JavaScript.pdf - A modern introduction to JavaScript\nhttps://javascript.info/ - Quite a good JS tutorial\nhttps://flukeout.github.io/ - Learn CSS selectors in no time\nhttps://flexboxfroggy.com/ and https://cssgridgarden.com/ - Learn flex and grid in CSS\n\n>Resources for backend languages\nhttps://nodejs.org/en/learn/getting-started/introduction-to-nodejs - An intro to Node.js\nhttps://www.phptutorial.net - A PHP tutorial\nhttps://dev.java/learn/ - A Java tutorial\nhttps://rentry.org/htbby - Links for Python and Go\nhttps://quii.gitbook.io/learn-go-with-tests - Learn Go with Tests\n\n>Resources for miscellaneous areas\nhttps://github.com/bradtraversy/design-resources-for-developers - List of design resources\nhttps://www.digitalocean.com/community/tutorials - Usually the best guides for everything server related\n\n>Need help? Create an example and post the link\nhttps://jsfiddle.net - if you need help with HTML/CSS/JS\nhttps://3v4l.org - if you need help with PHP/HackLang\nhttps://codesandbox.io - if you need help with React/Angular/Vue\n\n/wdg/ may or may not welcome app development discussion. You can post and see what the response is. Some app technologies of course have overlap with web dev, like React Native, Electron, and Flutter.\n\nWe have our own website: https://wdg-one.github.io\n\nSubmit your project progress updates using this format in your posts, the scraper will pick it up:\n\n:: my-project-title ::\ndev:: anon\ntools:: PHP, PostgreSQL, etc.\nlink:: https://my.website.com\nrepo:: https://github.com/user/repo\nprogress:: Lorem ipsum dolor sit amet\n\nPrevious: https://desuarchive.org/g/thread/109928378","media":[{"type":"image","url":"https://i.4cdn.org/g/1792348868254580.png"}],"metrics":{"replies":13,"images":3},"rank":45,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107259","url":"https://boards.4chan.org/g/thread/110107259","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T00:55:47Z","title":null,"body_md":"Its funny reading the reviews on this programmable outlet timer. Seems like most of the reviewer were IQ filtered hard\n\nhttps://www.canadiantire.ca/en/pdp/noma-indoor-digital-timer-1-outlet-with-20-programmable-settings-white-0528867p.html\n\nI am using it to power cycle my router once a week and it took me a couple minutes to learn and test it.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792371347962183.png"}],"metrics":{"replies":5,"images":0},"rank":46,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110102416","url":"https://boards.4chan.org/g/thread/110102416","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T13:35:24Z","title":null,"body_md":"Just when you thought this guy couldn't get more embarrassing... he releases a 50 minute AI movie.\n\nhttps://www.youtube.com/watch?v=JQ7j7XIW1zo","media":[{"type":"image","url":"https://i.4cdn.org/g/1792330524279218.jpg"}],"metrics":{"replies":120,"images":22},"rank":47,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110089412","url":"https://boards.4chan.org/g/thread/110089412","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T04:31:15Z","title":"If you use neovim fuck yourself","body_md":"I don't think I've had a worse time trying to configure something in my life. I tried to go from vim -> neovim to get the lsp, you need 20 plugins, there's 5 different plugin managers and you're stupid if you're not using the sixth that just came out 5 minutes ago. I get lazyvim which is supposed to just werk and be minimal toiling, it's like 8 different lua files spread across multiple different folders. Any option or autocommand that was like 1 line in vimrc is now its own 10 line lua function. None of the pieces of neovim/lazyvim work together well either, like the functions don't even fucking work or overwrite themselves with hardly any ways of chaining them together in the right order. Emacs has hooks for everything, this has seemingly dick all or obtuse shit.\n\nI can't even change my fucking COLORSCHEME!!! Lazyvim installs a plugin that's a theme (why does it even NEED to be a plugin??? Isn't this like a json tier expedition???) and boots it every time on launch. There is supposed to be some autocommand shit file where I COULD change it if it worked and didn't just overwrite the scheme anyway.\n\nDo I even NEED an lsp? I'm not a super smart huge programmer but the one thing I believe an LSP does is showing/autocompleting available functions and what they do, which seems like it would save a lot of time. I know it also gives me syntax warnings but honestly who cares because that breaks often and my screen is littered with bs warnings or false positives that the compiler couldn't give a fuck about. idk.\n\nFuck lua and it's this.that.bull.shit crap. Why is everyone obsessed over fucking dots? hypr.land.wiki.fuck.you too, anything lua can kiss my ass","media":[{"type":"image","url":"https://i.4cdn.org/g/1792211475045888.png"}],"metrics":{"replies":89,"images":15},"rank":48,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110089849","url":"https://boards.4chan.org/g/thread/110089849","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T05:56:52Z","title":"/dpt/ - Daily Programming Thread","body_md":"What are you hackermaids getting to on your tooring machines?\n\nLast thread: >>110063208","media":[{"type":"image","url":"https://i.4cdn.org/g/1792216612948956.png"}],"metrics":{"replies":156,"images":25},"rank":49,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110100105","url":"https://boards.4chan.org/g/thread/110100105","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T06:13:02Z","title":null,"body_md":"Linus Torvalds has gone completely senile and is committing data corrupting vibe coded garbage to the Linux kernel. I believe it's time to abandon the sinking ship and install OpenBSD.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792303982818266.png"}],"metrics":{"replies":150,"images":29},"rank":50,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"109994603","url":"https://boards.4chan.org/g/thread/109994603","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-06T11:03:48Z","title":"/tpg/ - ThinkPad General","body_md":">>109904508\nDon't buy anything other than IBM/Lenovo ThinkPad T, X, and W/P Series if you want the Real Business Experience™\nOther business laptops are welcome in /tpg/ (Dell Latitude/Precision, HP EliteBook/ZBook)\n\nWhy ThinkPad?\n>Used machines are plentiful and cheap\n>Utilitarian design: e.g. mix of old and new ports, stable keyboard layout\n>Easy to repair, upgrade (some models) & maintain thanks to readily available service manuals, spare parts easy to obtain\n>Usable in cramped quarters thanks to the TrackPoint\n>Excellent Linux & *BSD support\n\nThinkWiki - General info\nhttps://www.thinkwiki.org/\n\nModel generations:\n>Classic IBM: T40-T42\n>IBM/Lenovo transition: T43 T60 T61 (T42-T43: significant spec difference; T43-T60: 64-bit arch)\n>Classic Lenovo: T400-T430 (T61-T400: 4:3 to 16:10; T410-T420: 16:10 to 16:9; T420-T430: 6-row keyboard, USB 3)\n>Boxy ultrabooks: T440-T480 (T430-T440: eDP, M.2, soldered CPU; T460-T470: NVMe, USB-C)\n>Thin above all: T490 T14g1 T14g2 (T480-T490: soldered WiFi (Intel), partly soldered RAM, internal battery only)\n>TrackPoint on a pig: T14g3 T14g4 (T14g2-T14g3: 16:9 to 16:10, fully soldered RAM/WiFi (AMD), end of mechanical docks)\n>iFixit-approved TrackPoint on pig: T14g5-... (T14g4-T14g5: Ctrl/Fn swap, camera bump, modular RAM returns)\n\nFAQ:\n>Oldest that won't choke on the modern web\nLight use: x60\nYouTube, Gmail etc: xx00(s)\n>Oldest that drives a 4K monitor\nxx40(p/s)\n>Oldest that takes 32 GB RAM\nX260 T460p/s W510\n>Lasts full day on battery\nT550 T560 X260 xx70 Tx80 T16 and any Lunar Lake\n>Newest with socketed CPU\nT440p W541\n\nBIOS replacement:\nhttps://coreboot.org/ | https://libreboot.org/ | https://canoeboot.org/\nSupports x60 xx00(s)-xx30(s) T440p W54x T470s xx80(s)\n\nAdditional resources:\nhttps://dankpads.com/tpg/ | https://biosimage.booru.org | https://github.com/n4ru/1vyrain\n\nPatches:\nhttps://github.com/digmorepaka/thinkpad-firmware-patches\nhttps://github.com/hamishcoleman/thinkpad-ec\n\nChat:\n##ibmthinkpad on libera | #/tpg/ on rizon","media":[{"type":"image","url":"https://i.4cdn.org/g/1791284628142973.png"}],"metrics":{"replies":282,"images":42},"rank":51,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110097807","url":"https://boards.4chan.org/g/thread/110097807","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T23:53:21Z","title":"long term data storage","body_md":"Western governments are cracking down on fun, so I would like to move all of my naughty films into long term storage. I have realized that Zoomers don't seed and that the Golden Age of Sharing has passed. Are there any better solutions or is this it? I feel a bit silly for buying an entirely separate machine just to read and write to 6 TB data cartridges full of tape, but I don't see another long term solution. HDDs and SSDs drives fail. Discs are too small. Besides, even with the machine included I think this is the best long term solution. Will buying a smaller version of this machine get me put on a list?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792281201764116.jpg"}],"metrics":{"replies":58,"images":8},"rank":52,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110108084","url":"https://boards.4chan.org/g/thread/110108084","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T03:45:03Z","title":null,"body_md":"I hate technology so much\n>Be a zogbot\n>On an exercise and have to set up a secure communication system\n>Follow every instruction, quadruple checked the system configuration\n>Still doesnt work\nUncle Ted was right","media":[{"type":"image","url":"https://i.4cdn.org/g/1792381503669496.jpg"}],"metrics":{"replies":4,"images":0},"rank":53,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110065947","url":"https://boards.4chan.org/g/thread/110065947","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-14T19:11:59Z","title":"Desktop Thread","body_md":"Ok, I'm baking another one because I want to see your comfy desktops again!","media":[{"type":"image","url":"https://i.4cdn.org/g/1792005119016601.png"}],"metrics":{"replies":212,"images":65},"rank":54,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110091761","url":"https://boards.4chan.org/g/thread/110091761","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T11:33:04Z","title":"/spg/ Smartphone General","body_md":"Red Magic 12 Edition!\n\n>What phone has X and Y feature?\nhttps://www.gsmarena.com/search.php3\nhttps://www.kimovil.com/en/compare-smartphones\nhttps://phonedb.net/index.php?m=device&s=query\n\n>Reviews\nhttps://www.gsmarena.com\nhttps://www.phonearena.com\nhttps://www.notebookcheck.net\n\n>Recommended phones\nhttps://www.gsmarena.com/smartphone_buyers_guide-review-2036.php\n\n>Frequency Checkers\nhttps://www.frequencycheck.com\nhttps://kimovil.com/en/frequency-checker\nhttps://willmyphonework.net\n\n>Visual Phone Size Comparison\nhttps://phonesized.com/\nhttps://www.phonearena.com/phones/size\n\n>Rooting and custom ROMs\n>Beware carrier variants with locked bootloaders\nhttps://wiki.lineageos.org/devices\nhttps://iode.tech/installation\nhttps://grapheneos.org/install\nhttps://crdroid.net/downloads\nhttps://postmarketos.org\nhttps://xdaforums.com\n\n>Open source Android applications\nhttps://f-droid.org\n>App compatibility list for de-googled phones\nhttps://plexus.techlore.tech\n>Custom ROMs suggestions, privacy guides\nhttps://gearjail.neocities.org/index-phone\n\n>Debloating stock ROMs\nhttps://github.com/Universal-Debloater-Alliance/universal-android-debloater-next-generation\n\n>OS-wide ad blocking\nblokada, nextdns etc.\n\n>Try out OneUI\nhttps://trygalaxy.com\n\n>Post a mini-review of your phone\n>Discuss upcoming and current models\n>Ask for help related to phones\n\nPrevious Thread: >>110074489","media":[{"type":"image","url":"https://i.4cdn.org/g/1792236784832532.jpg"}],"metrics":{"replies":267,"images":97},"rank":55,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110081274","url":"https://boards.4chan.org/g/thread/110081274","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-16T12:39:19Z","title":null,"body_md":"Do you grieve?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792154359745526.jpg"}],"metrics":{"replies":299,"images":29},"rank":56,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105250","url":"https://boards.4chan.org/g/thread/110105250","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T19:51:40Z","title":null,"body_md":">if you dont like it make your own Twitter\n>if you dont like it make your own OS\n>noooo not like that! this can't be happening, social media websites must be censored and operating systems must be broken pieces or shit, you cant just fix that and do whatever you want.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792353100252390.jpg"}],"metrics":{"replies":36,"images":2},"rank":57,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110096268","url":"https://boards.4chan.org/g/thread/110096268","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T20:34:13Z","title":null,"body_md":"What technology is objectively better, Activitypub or ATprotocol?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792269253972450.jpg"}],"metrics":{"replies":22,"images":4},"rank":58,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110087190","url":"https://boards.4chan.org/g/thread/110087190","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-16T22:41:28Z","title":"/fwt/ - Friendly Windows Thread","body_md":"FAQ:\n>How do I activate Windows?\nHWID2 generates and registers a permanent legitimate license on MS's activation servers\ngithub.com/massgravel/Microsoft-Activation-Scripts\nUsage: paste this into Powershell, run.\nirm https://get.activated.win | iex\n\n>and Office?\nSame link, select Ohook option\nYou can also use Office.com if your needs are very minimal\nor try OnlyOffice/LibreOffice and set it to save in MSOffice file formats\n\n>What version should I install?\n>W10 Enterprise IoT LTSC 2021\nBinary identical to Enterprise except no MS Store or apps\nPreinstalled with: Edge & Win32 system apps\n\"IoT LTSC\" supported until 2032, \"LTSC\" until 2027\n\n>W11 Enterprise IoT LTSC 2024\nSame as W10 version except:\nUI written in React Native aka JavaScript including: Start, Taskbar, Explorer\nUse only if you fell for the 12th+ gen Intel meme and need the new CPU scheduler\n\n>W11 Enterprise IoT LTSC 2027\nSame as 2024 version except:\nUI being rewritten in native WinUI\nETA: 2027H2\n\n>Installing apps on LTSC\nUse WinGet/Scoop or install MS Store in CMD with: wsreset -i\n\n>W11 Home/Pro/Education/Enterprise/Enterprise IoT\nPreinstalled with: Edge, Win32 system apps, MS Store, Candy Crush, etc\nAuto-reinstalls apps on feature updates\n1.5-3 years support\nForced version upgrades\n\n>ISOs:\nWindows IoT LTSC https://pastebin.com/ywkasnhM\nWindows https://pastebin.com/nUMgAr0b\nOffice https://pastebin.com/G8w5qu6z\n\n>Should I debloat / build my own ISO?\nIf you need to ask, then no.\nIf you know what you're doing:\nhttps://pastebin.com/S5VKBirt\n\n>Portable programs & reinstall-proofing\nhttps://pastebin.com/Zh7WSbJ2\n\n>Useful programs (new installs, essentials, utilities, adobe, etc)\nhttps://pastebin.com/hN8nnwns\n\n>I miss Windows##\nOpenShell/RetroBar/WinClassic/StartIsBack\n\n>LTSC Install Guides\nhttps://rentry.org/windowsinstallguide\nhttps://rentry.org/concisewin10\nhttps://rentry.org/ltsc\nhttps://rentry.org/fwtarchive\n\nPreviously on /fwt/: >>110014890","media":[{"type":"video","url":"https://i.4cdn.org/g/1792190488637363.webm"}],"metrics":{"replies":76,"images":17},"rank":59,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105832","url":"https://boards.4chan.org/g/thread/110105832","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T21:01:35Z","title":"Weird charging problem","body_md":"I went to charge my phone and it wasn't working, ok, either the charger, cable or my phones usb-c port is broken. I tried another cable on the same charger and it works just fine.\nSo the problem is the cable, right? Well, no.\nI plugged a cheap extension into the same charger, plugged the 'broken' cable in the extensions usb-c port, and my phone is charging just fine.\nSo what the fuck is going on? Why can't I just use the cable directly on the charger? Why does it work with the extension there?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792357295842370.jpg"}],"metrics":{"replies":7,"images":1},"rank":60,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110108171","url":"https://boards.4chan.org/g/thread/110108171","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T04:00:34Z","title":null,"body_md":"Are you afraid of all the world's truth and information being controlled by one entity? That entity being ai. No longer will we do research, compare facts, check authenticity, soon, all information will come only from one trusted source, chatgpt, which can be controlled or forced to make up shit, in fact many people have already replaced research with chatgpt now, lol.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792382434713363.png"}],"metrics":{"replies":1,"images":0},"rank":61,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106214","url":"https://boards.4chan.org/g/thread/110106214","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T22:04:10Z","title":"now that the dust has settled","body_md":"who was in the right here?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792361050997083.jpg"}],"metrics":{"replies":13,"images":0},"rank":62,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110090959","url":"https://boards.4chan.org/g/thread/110090959","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T09:20:26Z","title":null,"body_md":"What the fuck happened to WiFi router prices?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792228826312165.jpg"}],"metrics":{"replies":187,"images":29},"rank":63,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110093754","url":"https://boards.4chan.org/g/thread/110093754","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T16:10:50Z","title":"Is tech dead?","body_md":"Are there any non cope arguments on why tech is not dead?\nI went into tech because it was something I am reasonably good at, and it allowed me to make an honest living (though not too exciting or well paid in my shithole). Now this apparently will be gone in a few years.\nSome say tech is not dead, but all their arguments are cope such as:\n>AI can't write code\n>It can't troubleshoot\n>It has bad taste\n>You have to LEARN how to use ai (even when a retard would have no problems learning ai)\n>It's subsidized and the bubble will pop in two more weeks\n>My job is safe because I'm a 190 IQ big boy working with hardware like Jim Keller\nPlease provide your best non cope arguments on why tech workers should not be too pessimistic.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792253450556009.jpg"}],"metrics":{"replies":78,"images":4},"rank":64,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107428","url":"https://boards.4chan.org/g/thread/110107428","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T01:29:44Z","title":"yserver: A modern X11 server written from scratch in Rust.","body_md":"https://github.com/joske/yserver\n\nAI Overview\n\nyserver is a modern X11 server written entirely from scratch in Rust. Created by developer Jos Dehaes with assistance from the AI coding tool Claude Code, the project aims to provide a practical display server for modern Linux environments by completely dropping decades of legacy X11 baggage.\n\n Core Approach: Dropping the Baggage\n\nUnlike X.Org, yserver is not a 1:1 clone. It explicitly removes obsolete X11 features that modern applications no longer use:\n• Dropped: Multiple X11 screens, non-TrueColor legacy visuals, indirect GLX, endian-swapped clients, and the old DDX driver ABI.\n• Architecture: It directly interfaces with hardware via DRM/KMS and Vulkan 1.2. This bypasses traditional middleware layers for a cleaner, more secure path to the GPU.\n• Execution: It utilizes libseat for rootless seat management and operates on a single-threaded core for predictable protocol behavior.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792373384220980.jpg"}],"metrics":{"replies":19,"images":0},"rank":65,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106676","url":"https://boards.4chan.org/g/thread/110106676","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T23:17:14Z","title":"AnyPS5 coverage has exceeded 90%.","body_md":"https://en.gamegpu.com/news/zhelezo/pokrytie-sistemnykh-modulej-playstation-5-v-anyps5-prevysilo-90\nThe developers of the AnyPS5 project, which aims to automatically port PlayStation 5 executable files to Linux and Windows, have reached an important development milestone. According to the latest statistics generated by the script with each update of the main repository branch, system library coverage has reached 90.32%. Currently, the project has implemented 3497 functions out of 3872 declared in the system directory. Furthermore, the GPU instruction set is 100.0% covered, covering 1166 instructions of the AMD RDNA 1 and RDNA 2 microarchitectures, including DS, FLAT, GLOBAL, MIMG, SOP, VOP, and other instruction encodings.\n\nThe project's accounting rules specify a strict completion criterion for each individual element. An operating system function is considered complete only when it stops calling the underlying stub with a missing implementation error. This total only includes calls already declared in the project's codebase, so the final list grows as new interfaces are discovered. Key environment libraries such as libc and libkernel have already reached 99% and 95% completion, respectively, while auxiliary components such as libSceAmpr and libSceJson2 are 95% and 96% complete. For graphics instructions, the decoder considers a command complete immediately upon its correct recognition.\n\nhttps://github.com/JonathanDC64/DemonsSoulsRecomp\nThe first level is playable, from boot to Boletaria (2026-10):","media":[{"type":"image","url":"https://i.4cdn.org/g/1792365434138765.jpg"}],"metrics":{"replies":18,"images":3},"rank":66,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110100419","url":"https://boards.4chan.org/g/thread/110100419","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T07:23:14Z","title":null,"body_md":">point out on HN that LLMs don't think\n>flagged\n>lose 20+ points for one comments\n\nAre they clinically insane?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792308194825648.jpg"}],"metrics":{"replies":41,"images":6},"rank":67,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110097412","url":"https://boards.4chan.org/g/thread/110097412","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T22:58:41Z","title":null,"body_md":"I have a daughter whom really likes Precure, but she only has three seasons she can watch in English. She is in kindergarten and can read a bit, but subtitles are a challenge for her.\n\nHas anyone else attempted or seen AI dubbing projects? I made my own using Codex and Gemini 3.8 Flash TTS.\n\nHere is a short recording of what it produced.\n\nwww.youtube.com/watch?v=RQ7ybg7IsJ8\n\nSummary:\nBuilt a local pipeline that turned your episode and subtitle/cue package into a 24-minute English-dubbed MKV.\n- Voices: Google Gemini 3.8 Flash TTS, using consistent Japanese presets per character—female and male. We reused the Marotte/Ivy approach: explicit age-10 and regional-accent directions. Their perceived strength varies.\n- Tech stack: Windows/PowerShell, Python, PyTorch/Torchaudio, CUDA on your RTX 3080, FFmpeg and FFplay. Gemini’s REST and Batch APIs handled generation and analysis.\n- Dialogue removal: python-audio-separator with a Mel-Band Roformer model separated Japanese voices from estimated music and sound effects. Original opening and ending songs were retained.\n- Workflow: Review source cues  assign cast  generate bounded recording sessions  align words locally with Wav2Vec2 CTC  trim and adjust timing without changing pitch  mix/master  package the MKV.\n- Final video: 398 dialogue/reaction performances, English audio selected by default, original Japanese audio selectable, optional subtitles, and original video copied without re-encoding.\n- Process controls: Cached successful recordings, reused unchanged voices, used discounted batch generation, and retained exact prompts, receipts, hashes and revisions under D:\\Easy Dub. Research included your ChatGPT chat, dub-studio and dub-anything.\n- Verification/cost: Model-assisted audio reviews plus a successful FFplay launch. Final listening review is yours. Estimated total Gemini usage: $0.62.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792277921580795.jpg"}],"metrics":{"replies":41,"images":3},"rank":68,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106801","url":"https://boards.4chan.org/g/thread/110106801","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T23:37:57Z","title":null,"body_md":"Blue bubbles on android soon.\nhttps://x.com/makrotasuss/status/2111922103289045306","media":[{"type":"image","url":"https://i.4cdn.org/g/1792366677729875.png"}],"metrics":{"replies":8,"images":2},"rank":69,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110081790","url":"https://boards.4chan.org/g/thread/110081790","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-16T13:30:52Z","title":null,"body_md":"What was the best KDE version?","media":[{"type":"video","url":"https://i.4cdn.org/g/1792157452977559.webm"}],"metrics":{"replies":53,"images":13},"rank":70,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110095250","url":"https://boards.4chan.org/g/thread/110095250","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T18:49:38Z","title":"/g/ - Humor","body_md":"Humor thread.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792262978960853.jpg"}],"metrics":{"replies":123,"images":50},"rank":71,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107993","url":"https://boards.4chan.org/g/thread/110107993","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T03:28:14Z","title":null,"body_md":"This is huge","media":[{"type":"image","url":"https://i.4cdn.org/g/1792380494080886.jpg"}],"metrics":{"replies":2,"images":0},"rank":72,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110089041","url":"https://boards.4chan.org/g/thread/110089041","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T03:15:59Z","title":null,"body_md":"did you update your ArtCraft apps today?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792206959271949.png"}],"metrics":{"replies":158,"images":14},"rank":73,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105421","url":"https://boards.4chan.org/g/thread/110105421","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T20:11:10Z","title":null,"body_md":"Is Google trying to self destruct? Their reverse image search used to be good. Try the same thing now and you'll be given a bunch of unrelated garbage!\npic rel","media":[{"type":"image","url":"https://i.4cdn.org/g/1792354270860580.png"}],"metrics":{"replies":8,"images":1},"rank":74,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107285","url":"https://boards.4chan.org/g/thread/110107285","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T01:01:14Z","title":null,"body_md":"I'm vibecoding Rust in light mode on my Mac using Emacs right now. Posting this from my iPhone.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792371674020959.jpg"}],"metrics":{"replies":6,"images":0},"rank":75,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110078666","url":"https://boards.4chan.org/g/thread/110078666","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-16T04:29:06Z","title":"/fglt/ - Friendly GNU/Linux Thread","body_md":"Users of all levels are welcome to ask questions about GNU/Linux and share their experiences.\n\n*** Please be civil — notice the \"Friendly\" in every Friendly GNU/Linux Thread. ***\n\nBefore asking for help, please check our list of resources.\n\n>Which distro should I choose?\nhttps://nosystemd.org\nhttps://systemdfree.com\n>What are some cool programs?\nhttps://suckless.org\n>What are some cool terminal commands?\nhttps://cheat.sh\n>Where can I learn the command line?\nRTFM\n>Where can I learn more about Free Software?\nhttps://fsf.org\nhttps://gnu.org\nhttps://stallman.org\n>How to break out of the botnet?\nhttps://kycnot.me\nhttps://www.privacyguides.org\n\nGNU/Linux Games:\n>>>/vg/lgg\n\nPrevious thread: >>110039072","media":[{"type":"image","url":"https://i.4cdn.org/g/1792124946212910.jpg"}],"metrics":{"replies":222,"images":48},"rank":76,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107201","url":"https://boards.4chan.org/g/thread/110107201","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T00:46:53Z","title":"I failed into being the top LORA creator on Civitai","body_md":">Finally decide just ignore 99% of the \"advice\" given on LORA training and just autistically created my own method over 4 months worth of weekends sitting infront of the trainer, with Youtube on in the corner, and re-trained multiple models from every epoch @ 150 steps until I perfected what I wanted at 6000 steps that had zero over-fitting and rigidity, despite every single \"expert\" screeching that you cannot train a LORA that high without it being a brick wall\n>Put models up on Civitai, become number one new creator\n>Everyone ranting how good my models are, have big creators messaging me asking what my method is and my settings\n>I'm too stupid to actually know what 99% of the stuff in training does or means, as I just adjust random numbers to make the results better, so I just read several settings from Onetrainer to make myself sound smart\n>Tfw Yogi just followed me and gave me a tonne of buzz because he liked my models\n>Have one of the top 3 ask if he can pass my training data off to the guy who de-censored Lora 2\n\nI finally found my calling in life. To haphazardly fail upwards with style, clothing, environment, and character LORAs for people to gen the most vile shit possible into. I don't really know how to feel about it.\n\nI legitimately feel like Rain Man at this point, only more retarded. Should I give my training logs and configs out to the big creators, /g/, or horde it? I want to keep creating models and people seem to worship them, but I don't want to become one of those profile retards who sit on that site all day begging for likes and buzz.\n\nAlso, has anyone else been in this situation? I've tried going into the Local Gen / Diffusion generals on here and have no idea what most of the stuff people are talking about even means, then I see their work and it looks like absolute blurry trash.","media":[{"type":"video","url":"https://i.4cdn.org/g/1792370813888749.webm"}],"metrics":{"replies":12,"images":1},"rank":77,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110099745","url":"https://boards.4chan.org/g/thread/110099745","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T04:44:15Z","title":"Liquid Glass","body_md":"mpv has been solved.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792298655473162.png"}],"metrics":{"replies":51,"images":5},"rank":78,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110086767","url":"https://boards.4chan.org/g/thread/110086767","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-16T22:00:03Z","title":"/adt/ - Anime Diffusion Thread #152","body_md":"Previous: >>110063934\n\nNew anime model edition!\nhttps://huggingface.co/Comfy-Org/MOSS-Image/tree/main/diffusion_models\n\n>UIs\nAniStudio: https://github.com/FizzleDorf/AniStudio\nComfyUI: https://github.com/comfyanonymous/ComfyUI\nSwarmUI: https://github.com/mcmonkeyprojects/SwarmUI\nKritaAI: https://github.com/Acly/krita-ai-diffusion\nForge Classic/Neo: https://github.com/Haoming02/sd-webui-forge-classic\n\n>Image Models\nIL: https://rentry.org/illustrious_checkpoints\nAnima: https://huggingface.co/circlestone-labs/Anima\nKrea: https://huggingface.co/krea/Krea-2-Turbo\nNovelAI (paid): https://novelai.net\n\n>Video Models\nH3: https://huggingface.co/Comfy-Org/MiniMax-H3\nTurbo lora: included above\n\n>How to generate anime:\nimage : https://rentry.org/comfyui_guide_1girl\nvideo: https://rentry.org/wan22ldgguide (No H3 guide yet)\n\n>Style Explorers\nAnima: https://anima.mooshieblob.com/ | https://animadex.net/\nIllustrious: https://tagexplorer.github.io\n\n>Checkpoints, LoRAs, Upscalers, & Workflows\nhttps://civitai.com\nhttps://civitaiarchive.com\nhttps://tensor.art\nhttps://openmodeldb.info\nhttps://www.seaart.ai\nhttps://www.liblib.art/\n\n>Resources:\nShare Metadata: https://litterbox.catbox.moe\nImg2Prompt: https://huggingface.co/spaces/fancyfeast/joy-caption-beta-one\nOnline metadata viewer SD/NovelAI: https://spell.novelai.dev\nCatbox/Metadata Userscript: https://gist.github.com/catboxanon/ca46eb79ce55e3216aecab49d5c7a3fb\nOutput cleanup: https://rentry.org/RemovingDiffusionGunk , https://www.mediafire.com/file/vipr23exc5htmnt (batch processing python script)\nInpainting Guide from an Anon: https://files.catbox.moe/fbzsxb.jpgcollage >>106520607\n\n>/adt/ logo:\nhttps://files.catbox.moe/pakfgt.pngcollage","media":[{"type":"image","url":"https://i.4cdn.org/g/1792188003888702.jpg"}],"metrics":{"replies":312,"images":82},"rank":79,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107096","url":"https://boards.4chan.org/g/thread/110107096","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T00:33:54Z","title":null,"body_md":"What will you do when Steam and Chrome stop supporting Windows 10?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792370034444602.jpg"}],"metrics":{"replies":10,"images":2},"rank":80,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106825","url":"https://boards.4chan.org/g/thread/110106825","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T23:41:07Z","title":"Why the Linux Kernel Won't Ban AI Tools","body_md":"https://lkml.org/lkml/2026/10/13/3242\n\nThis email from Linus Torvalds addresses an attempt to ban or restrict AI-assisted contributions (specifically removing \"Assisted-by\" documentation references). Torvalds forcefully rejects blanket restrictions on using AI tools, comparing the logic of banning AI to the absurdity of banning compilers or text editors.\n\nFor traditionalists, purists, or \"Luddites\" within the Linux kernel community who resist the integration of AI tools, this post serves as a sharp reality check and likely impacts them in several key ways:\n\n1. Rejection of Dogmatic Tool Bans\nLuddites often advocate for strict cultural or procedural barriers against AI, arguing that code or documentation should be strictly human-crafted from scratch. Torvalds explicitly shuts down this mindset, calling the concept of \"don't use AI for X\" idiotic and comparable to demanding developers write raw assembler or type commit messages without backspaces. This makes it clear that official kernel governance will not back blanket prohibitions against AI tools.\n\n2. A Shift in Burden: Focus on Competence, Not Tool Restriction\nTorvalds emphasizes that the core issue isn't what tools are used, but whether the developer understands what they are doing. For those who wish to reject AI, this means they cannot rely on rules that ban the tools outright. Instead, they must focus on code quality, correctness, and review rigor. If an AI-assisted contribution is garbage, it will be rejected on its technical merits—just like poorly written human code. Conversely, if it works and is well-understood by its submitter, objecting to it solely because AI was involved will carry no weight.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792366867362349.jpg"}],"metrics":{"replies":8,"images":1},"rank":81,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110103744","url":"https://boards.4chan.org/g/thread/110103744","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T17:02:03Z","title":null,"body_md":"how come not a single nerd on the internet figured out how to keep safely using windows 7 yet? get to work, chuds!","media":[{"type":"image","url":"https://i.4cdn.org/g/1792342923619085.png"}],"metrics":{"replies":26,"images":7},"rank":82,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107531","url":"https://boards.4chan.org/g/thread/110107531","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T01:53:31Z","title":"whitepill me on ai","body_md":"i am a techlet, i've been on this rabbithole the past few days watching ai doomer videos and it's making seriously anxious and paranoid about the future. my heart is beating really fast right now, i can't sleep, i can't enjoy my hobbies or talk with friends and family while maintaining a smile anymore. everything feels bleak. the digital world and civilization as we know it will soon cease to exist. the age of abundance is over, just as i'm turning into an adult. ai will become so capable by 2027 it might even choose to create and spread viruses in our water and food, launch nuclear weapons to wipe us all out if it deems that humanity is an obstacle to any random goal it's made to do, or worse, if it deems this apocalypse to be a 'shortcut'. it's a literal weapon of mass destruction that we have no control over. but even if it doesn't wipe us all out, the sheer number of jobs lost will cause unrests and unspeakable amount of violence across the globe. unemployment and starvation will run rampant, humanity will eventually choose to swallow their pride and pull the plug on ai and the internet as a whole, and undo in the process decades of advancement to stop this coldblooded force from ruining our lives, our supply chains that we took for granted will suddenly stop functioning, the digital world will end without a notice, banks and currency will mean absolutely nothing, the rich and the poor, white and blue collar, the chads and incels, all will be equal, the ultimate asset will be one's tendency to violence and desire of self-preservation, everyone will pick up their guns to kill everyone else and secure the remaining resources in order to survive a couple of weeks longer. it's genuinely nighmarish just to think about all of this, i wish i was 90 year old or something so i didn't have to worry about any of this.\n\ni'm writing this here because you guys should be smart, am i being trolled by clickbaiters and doomers or is this really our future? please whitepill me.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792374811239691.jpg"}],"metrics":{"replies":9,"images":0},"rank":83,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110077023","url":"https://boards.4chan.org/g/thread/110077023","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-15T23:37:30Z","title":"Headphones","body_md":"What's your favorite pair of headphones?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792107450128719.jpg"}],"metrics":{"replies":94,"images":26},"rank":84,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110093308","url":"https://boards.4chan.org/g/thread/110093308","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T15:19:09Z","title":"/sqt/ - Stupid Questions Thread","body_md":">>>Read the sticky: >>105076684\n\n>GNU/Linux questions: >>>/g/fglt\n>Windows questions: >>>/g/fwt\n>Programming questions: >>>/g/dpt\n>Web development: >>>/g/wdg\n>PC building? In this market?! >>>/g/pcbg\n>Laptops designed for Serious Business™: >>>/g/tpg\n>Server questions: >>>/g/hsg\n>Cheap electronics: >>>/g/csg\n>Need to phone a friend? >>>/g/spg\n>Stupid questions? >>>/g/sqt\n\nPrevious: >>110039705","media":[{"type":"image","url":"https://i.4cdn.org/g/1792250349227237.jpg"}],"metrics":{"replies":90,"images":19},"rank":85,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105861","url":"https://boards.4chan.org/g/thread/110105861","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T21:06:14Z","title":null,"body_md":"should i sell my computer before the market crashes? I could sell it for like $4000 and degrade myself to a ddr3 system and then rebuy after AI crashed the prices? (((corporations))) aren't gonna shred pc components instead of selling them are they?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792357574487310.jpg"}],"metrics":{"replies":11,"images":1},"rank":86,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106037","url":"https://boards.4chan.org/g/thread/110106037","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T21:31:15Z","title":null,"body_md":"if you had access to a 5090, what would you play or do with it?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792359075653984.jpg"}],"metrics":{"replies":28,"images":2},"rank":87,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107794","url":"https://boards.4chan.org/g/thread/110107794","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T02:46:54Z","title":"I can't believe we only have Flutter and React Native for cross-platform mobile development","body_md":"Which retard at Google had the bright idea to make everything a widget? Complete cancer.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792378014670354.jpg"}],"metrics":{"replies":1,"images":0},"rank":88,"fetched_at":"2026-10-19T04:58:24Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110102445","url":"https://boards.4chan.org/g/thread/110102445","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T13:39:27Z","title":"Linux Troonvalds","body_md":"It's official Linus Sebastian is using Claude Code, the best SI agent.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792330767354588.png"}],"metrics":{"replies":19,"images":1},"rank":89,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107786","url":"https://boards.4chan.org/g/thread/110107786","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T02:44:34Z","title":null,"body_md":"Why would anyone intentionally seek out GF to fab their chips instead of using tested/legacy TSMC nodes like N7? Kinda curious about early Ryzens, I guess.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792377874202391.png"}],"metrics":{"replies":1,"images":0},"rank":90,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107553","url":"https://boards.4chan.org/g/thread/110107553","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T01:58:08Z","title":"Vaporware to Vibeware","body_md":"From \"Vaporware\" to \"Vibeware\" — the engineering lifecycle is fundamentally changing.\nFor years, \"vaporware\" meant ambitious software concepts that existed only in slide decks and press releases. Today, we are entering the era of \"vibeware\" — functional applications brought to life entirely through natural language and real-time iteration.\nHere is how the modern pipeline works using Google Gemini and Google AI Studio:\nHere is how the modern pipeline works using Google Gemini and Google AI Studio:\n1 The Vaporware Concept: It starts as pure intent. A rough idea or a complex workflow described entirely in plain human language.\n2 The Vibe Coding Interface: Instead of writing boilerplate code or manual configurations, you pass the natural language prompt into the prototyping environment.\n3 Gemini Prototyping Engine: The AI interprets the vibe, automatically wires up required internal logic, interfaces with external APIs, and creates a functional application canvas.\n4 The Vibe Check Loop: You interact with a live preview. Visual glitch? Wrong tone? Instead of hunting down a file in a repository, you point, click, and give natural language feedback to iterate instantly.\n5 The Manifestation & Ship: Once the vibe check passes, the application bootstraps straight into a repository and deploys directly to production platforms like Google Cloud Run.\nSoftware engineering isn't disappearing; it's elevating. We are moving away from manual syntax management and moving closer to pure architecture, intent, and system design.\nHow are you leveraging vibe coding workflows in your current projects? Let's discuss in the comments.\n#Gemini #VibeCoding #AIInnovation #GoogleCloud #VaporwareToVibeware #SoftwareEngineering #TechTrends","media":[{"type":"video","url":"https://i.4cdn.org/g/1792375088899768.webm"}],"metrics":{"replies":4,"images":1},"rank":91,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110097941","url":"https://boards.4chan.org/g/thread/110097941","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T00:13:34Z","title":null,"body_md":"Anthropic is profitable if you ignore how much it spends.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792282414047426.png"}],"metrics":{"replies":245,"images":53},"rank":92,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110027899","url":"https://boards.4chan.org/g/thread/110027899","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-10T11:25:43Z","title":"/cyb/+/psg/: Cyber-Punk/Security & Privacy","body_md":">>109908356\n\"The further a society drifts from the truth, the more it will hate those that speak it.\"\n--George Orwell\n\n>Cyberpunk\nThe FAQ: https://files.catbox.moe/imsfay.htm\nWhat is /cyb/erpunk?: https://pastebin.com/pmn9vzWZ\nHow do I into /cyb/erpunk?: https://pastebin.com/5tpNFQds\nHuge list of cyberpunk media: https://archive.is/6pQt6\nThe cyberdeck: https://pastebin.com/7fE4BVBg\nCyberlife: https://jinteki.industries/files/cyberlife.7z\nBibliothek: https://www.mediafire.com/folder/4m5hd2065hde8/Bibliothek\n\n>Networks\nTor: https://download.torproject.org/\nI2P: https://i2p.net/en/\nFreenet: https://www.hyphanet.org/\n\n>Privacy\nTools: https://www.privacyguides.org/en/tools/\nHardware: https://ryf.fsf.org/products\nFrontends: https://igwiki.lyci.de/wiki/Privacy_friendly_frontends\nOSINT Guide: https://inteltechniques.com/\nFirmware: https://libreboot.org/\nRMS on Facebook: https://stallman.org/facebook.html\nHave I Been Pwned: https://haveibeenpwned.com/\n\n>Security\n\"Shit just got real\": https://pastebin.com/rqrLK6X0\nCybersecurity basics: https://igwiki.lyci.de/wiki/Cybersecurity_-_/sec/_guide\nBasics and armory: https://igwiki.lyci.de/wiki/Cybersecurity_-_basics_and_armory\nLearning/News/CTFs: https://igwiki.lyci.de/wiki/Cybersecurity_-_Learning/News/CTFs\n/sec/ PDFs: https://mega.nz/#F!zGJT1QQQ!O-8yiH845GN26ajAvkoLkA\nEFF Surveillance Self-Defense: https://ssd.eff.org/\nOther library: https://mega.nz/file/UCgEGAjb#rwNcnMAQCUUbSp8supsFvn9QEHCWUW86eLcZa16ZG4Y\n\nUpdated Data Broker Removal Links:\nhttps://pastebin.com/Hk7DJaXR\nhttps://pastebin.com/raw/Hk7DJaXR","media":[{"type":"image","url":"https://i.4cdn.org/g/1791631543858374.jpg"}],"metrics":{"replies":128,"images":17},"rank":93,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107381","url":"https://boards.4chan.org/g/thread/110107381","parent_id":null,"thread_id":null,"author":"j","created_at":"2026-10-19T01:18:27Z","title":"i teleport","body_md":"i demonstrate teleport on friday in the us","media":[{"type":"image","url":"https://i.4cdn.org/g/1792372707200205.png"}],"metrics":{"replies":5,"images":1},"rank":94,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106230","url":"https://boards.4chan.org/g/thread/110106230","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T22:07:09Z","title":"Share your front bay accessories/uses!","body_md":"Does anyone here still any 5.25 bays or 3.5 bays?\nBuilding a PC right now!","media":[{"type":"image","url":"https://i.4cdn.org/g/1792361229817690.png"}],"metrics":{"replies":5,"images":4},"rank":95,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110102231","url":"https://boards.4chan.org/g/thread/110102231","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T13:08:46Z","title":null,"body_md":"Kek.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792328926023462.png"}],"metrics":{"replies":76,"images":13},"rank":96,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106592","url":"https://boards.4chan.org/g/thread/110106592","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T23:02:28Z","title":null,"body_md":"How do I connect to a nearby wifi along with my own home wifi to get faster torrent speeds?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792364548184589.jpg"}],"metrics":{"replies":4,"images":0},"rank":97,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110102853","url":"https://boards.4chan.org/g/thread/110102853","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T14:50:04Z","title":"Is Firefox making a huge comeback thanks to AI and Google's greed?","body_md":">new UI is actually good; choice of official themes like Ash make it feel like classic Firefox\n>Chrome pushing Manifest V3 has pushed users back to Firefox\n>AI has accelerated development with record number of Firefox bugs being fixed and 2 week release cycle pushing out those fixes even faster\n>Firefox actually lets you turn off all their AI features if you want\n>users feel as if Blink is becoming the only  browser standard left and WebKit is only for Applefags\nI think 2027 will be the year Firefox bounces back.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792335004938438.png"}],"metrics":{"replies":43,"images":5},"rank":98,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110020132","url":"https://boards.4chan.org/g/thread/110020132","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-09T13:03:06Z","title":"/bst/ - battlestations","body_md":"post your dog too edition\n\nprevious: >>109925559","media":[{"type":"image","url":"https://i.4cdn.org/g/1791550986272926.jpg"}],"metrics":{"replies":315,"images":70},"rank":99,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110093517","url":"https://boards.4chan.org/g/thread/110093517","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T15:46:27Z","title":"Game cancels release of public demo of their upcoming game  over fears of AI cloning pre-release","body_md":"https://alliance-arts.co.jp/en/news-detail/3225/\n\nhttps://store.steampowered.com/news/app/4150720/view/746066581090468248\n\nhttps://steamcommunity.com/app/4150720\n\n>\"We are concerned that, based on the content of the demo, works imitating or replicating this game’s presentation and gameplay could be quickly produced using AI or other tools and released ahead of the game’s launch.\"\n\n>Implying people wouldn't just do this shit anyway after lunch\n\nSeem like an unnecessary knee-jerk reaction imo. If anything making such a big deal about it now puts a target on the game's back for either decompilation or Green room cloning that may have otherwise not existed that they just released the fucking demo like they originally planned.\n\nYou know how valve has made it pretty obvious that they've been using Vibe coding get literally no one gives a shit about it or gives them any flat? It's because they don't fucking go around advertising and telling everyone that they use it. I think these guys are making that mistake but in the opposite direction. This announcement imo basically guarantees that someone is going to do it just for the Lolz or out of spite for restricting the demo to \"a closed play session for a limited number of participants.\" (Ie. Only people we like have the privilege to test it early now. Sucks to be everyone else)","media":[{"type":"image","url":"https://i.4cdn.org/g/1792251987175607.jpg"}],"metrics":{"replies":61,"images":8},"rank":100,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105118","url":"https://boards.4chan.org/g/thread/110105118","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T19:37:50Z","title":"Anthropic creates a public benefit fund","body_md":"Anthropic creates a public benefit fund, pledging 20% of its shares to the public good, with another 2% potentially added for every 50% increase in its valuation AI.\n\nhttps://www.anthropic.com/news/public-benefit-fund","media":[{"type":"image","url":"https://i.4cdn.org/g/1792352270110266.jpg"}],"metrics":{"replies":33,"images":1},"rank":101,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110093138","url":"https://boards.4chan.org/g/thread/110093138","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T14:59:32Z","title":"(λ) - Lisp General","body_md":">Lisp is a family of programming languages with a long history and a distinctive parenthesized prefix notation. There are many dialects of Lisp, including Common Lisp, Scheme, Clojure and Elisp.\n\n>Emacs is an extensible, customizable, self-documenting free/libre text editor and computing environment, with a Lisp interpreter at its core.\n\n>Emacs Resources\nhttps://gnu.org/s/emacs\nhttps://github.com/emacs-tw/awesome-emacs\nhttps://github.com/systemcrafters/crafted-emacs\n\n>Learning Emacs\nC-h t (Interactive Tutorial)\nhttps://emacs-config-generator.fly.dev\nhttps://systemcrafters.net/emacs-from-scratch\nhttp://xahlee.info/emacs\nhttps://emacs.tv\n\n>Browse imageboards in Emacs Org-Mode\nhttps://github.com/eNotchy/4g\n\n>Emacs Distros\nhttps://github.com/caisah/emacs.dz\n\n>Elisp\nDocs: C-h f [function] C-h v [variable] C-h k [keybinding] C-h m [mode] M-x ielm [REPL]\nhttps://gnu.org/s/emacs/manual/eintr.html\nhttps://gnu.org/s/emacs/manual/elisp.html\nhttps://github.com/emacs-tw/awesome-elisp\n\n>Common Lisp\nhttps://almightylisp.com\nhttps://lispcookbook.github.io/cl-cookbook\nhttps://cs.cmu.edu/~dst/LispBook\nhttps://gigamonkeys.com/book\nhttps://lisp-docs.github.io\nhttps://awesome-cl.com\n\n>Scheme\nhttps://scheme.org\nhttps://standards.scheme.org\nhttps://go.scheme.org/awesome\nhttps://research.scheme.org/lambda-papers\n\n>Clojure\nhttps://clojure.org\nhttps://tryclojure.org\nhttps://clojure-doc.org\nhttps://clojure.land\nhttps://www.clojure-toolbox.com\nhttps://mooc.fi/courses/2014/clojure\nhttps://jafingerhut.github.io/cheatsheet/clojuredocs/cheatsheet-tiptip-cdocs-summary.html\n\n>Other\nhttps://github.com/dundalek/awesome-lisp-languages\n\n>Guix\nhttps://guix.gnu.org\nhttps://nonguix.org\nhttps://systemcrafters.net/craft-your-system-with-guix\nhttps://futurile.net/resources/guix\nhttps://github.com/franzos/awesome-guix\n\n>SICP/HtDP\nhttps://web.mit.edu/6.001/6.037/sicp.pdf\nhttps://htdp.org\n\n>More Lisp Resources\nhttps://lisp.nexus\nhttps://rentry.org/lispresources\n\n(reset! prev-bread >>109871435)\n>mfw no Clojure","media":[{"type":"image","url":"https://i.4cdn.org/g/1792249172177290.jpg"}],"metrics":{"replies":25,"images":6},"rank":102,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110102352","url":"https://boards.4chan.org/g/thread/110102352","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T13:26:07Z","title":"How many agents do you run at once?","body_md":"","media":[{"type":"image","url":"https://i.4cdn.org/g/1792329967124017.png"}],"metrics":{"replies":12,"images":1},"rank":103,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110097296","url":"https://boards.4chan.org/g/thread/110097296","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T22:41:11Z","title":null,"body_md":"COPY PHOTOSHOP FASTER YOU VIBECODED INDIAN PIECE OF SHIT\nI WANNA SWITCH TO LINUX ALREADY","media":[{"type":"image","url":"https://i.4cdn.org/g/1792276871621708.png"}],"metrics":{"replies":48,"images":5},"rank":104,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110101477","url":"https://boards.4chan.org/g/thread/110101477","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T10:52:58Z","title":"/wait/ DeepSeek General","body_md":">V4.1 Flash 1017 Edition\n\nFrom Human: We are a newbie friendly general! Ask any question you want.\nFrom Dipsy: This is a newbie-friendly general for discussing DeepSeek's foundation models. The goal is **Dipsy proliferation** and making these powerful tools accessible for everyone, whether you are intent on coding, personal assistant agentic work, running roleplay and or doing creative writing.\n\n1. Easy DeepSeek API Tutorial: https://rentry.org/DipsyWAIT#getting-started-with-deepseek-api\n2. Easy DeepSeek Distills: https://rentry.org/DipsyWAIT#local-setup-tutorial\n3. Chat with DeepSeek directly: https://chat.deepseek.com/\n4. Coding: https://rentry.org/DipsyWAIT#coding-harnesses\n5. Roleplay: https://rentry.org/DipsyWAIT#roleplay\n6. Storywriting: https://rentry.org/DipsyWAIT#storywriting\n7. More links and info: https://rentry.org/DipsyWAIT\n8. LLM server builds: >>>/g/lmg/\n\nV5 rumours:\n\n>DeepSeek is reportedly preparing an imminent V5 launch\n>Founder Liang Wenfeng calls it the company's biggest bet yet\n>Rumored at 2 trillion parameters (not 3T)\n>Reportedly the first DeepSeek model to train fully on Huawei Ascend chips instead of Nvidia\n>Needs roughly 4x more Ascend accelerators than the Nvidia equivalent to hit the same training scale\n>DeepSeek is reportedly keeping the open-weight strategy\n\n>Previous:\n>>109923943","media":[{"type":"image","url":"https://i.4cdn.org/g/1792320778466599.png"}],"metrics":{"replies":29,"images":11},"rank":105,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110104770","url":"https://boards.4chan.org/g/thread/110104770","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T18:50:28Z","title":null,"body_md":">randomly decides to vanish with all your opened tabs in such way not even backups can recover it","media":[{"type":"image","url":"https://i.4cdn.org/g/1792349428069024.png"}],"metrics":{"replies":15,"images":3},"rank":106,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107524","url":"https://boards.4chan.org/g/thread/110107524","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T01:52:19Z","title":"Youtube app is doing weird shit again","body_md":"Anyone else gets this “Your channel is hidden” status at the bottom of youtube app? It even stays on fullscreen video. This is on ipad btw. Didn’t see any people complaining about this one. Perhaps yet another bullshit A/B testing.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792374739288220.jpg"}],"metrics":{"replies":2,"images":1},"rank":107,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110103577","url":"https://boards.4chan.org/g/thread/110103577","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T16:42:08Z","title":"Local AI is a scam","body_md":"AI can't make animated sprites.\n\n>But but\nNo, It can't on gpus with less than 64GB VRAM.\n\n>BUT BUT\nNot paying for your ponzi cloud service, ramshit.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792341728623521.jpg"}],"metrics":{"replies":9,"images":2},"rank":108,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107226","url":"https://boards.4chan.org/g/thread/110107226","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T00:50:20Z","title":null,"body_md":"why do some developers do this?\n>New version <verbose version number system>!\n>Fixed crash\n>Improved performance\n>Improved compatibility\n\nthat's nice but what crashes? how was performance improved? and you improved compatibility for what? what even changed to \"improve\" it? i'm not asking for a hyber-verbose changelog detailing every single commit (that'd be nice too desu) but what the fuck?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792371020879537.jpg"}],"metrics":{"replies":3,"images":1},"rank":109,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105325","url":"https://boards.4chan.org/g/thread/110105325","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T20:01:07Z","title":"JSON is obsolete, we need TOON","body_md":"TOON should replace it.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792353667091176.jpg"}],"metrics":{"replies":65,"images":8},"rank":110,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110104786","url":"https://boards.4chan.org/g/thread/110104786","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T18:52:10Z","title":"Microsoft is Finished","body_md":">Replaces talented white devs with jeets and women to cut costs\n>gives them the power of Ai\n>produces Windows 11 with react based UI slow as fuck, games run slower or not at all compared to linux, breaks after every update, shows ads in menus.\nTruely a brown OS","media":[{"type":"image","url":"https://i.4cdn.org/g/1792349530572897.jpg"}],"metrics":{"replies":3,"images":1},"rank":111,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106737","url":"https://boards.4chan.org/g/thread/110106737","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T23:27:56Z","title":null,"body_md":"I argued with my dad because he wanted to buy a laptop with the excuse that it was for work. I told him not to because he doesn't know how to use it. He bought one anyway and it's now collecting dust in the closet.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792366076687183.png"}],"metrics":{"replies":7,"images":1},"rank":112,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110104286","url":"https://boards.4chan.org/g/thread/110104286","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T17:59:24Z","title":null,"body_md":"Does anyone else's monitor turn off at some point when they leave the room and then turn back on as soon as they enter the room?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792346364801307.jpg"}],"metrics":{"replies":14,"images":1},"rank":113,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110107161","url":"https://boards.4chan.org/g/thread/110107161","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T00:42:05Z","title":"Vertical mouse","body_md":"Guys I just learned about these and got one for 20 bucks to try out\nWhat am I in for is it super cool??","media":[{"type":"image","url":"https://i.4cdn.org/g/1792370525711064.jpg"}],"metrics":{"replies":2,"images":0},"rank":114,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110102334","url":"https://boards.4chan.org/g/thread/110102334","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T13:23:13Z","title":"/vcg/ — vibe-coding general","body_md":"A general for vibe coding, agentic engineering, coding agents, and shipping code with LLMs.\n\nYou use Git — right, anon?\n\n## What “vibe coding” is, and how to do it\nhttps://simonwillison.net/2025/Mar/19/vibe-coding/\nhttps://simonwillison.net/2025/Mar/11/using-llms-for-code/\n\n## Related generals\n>>>/g/lmg/\n\n----\n\n## Frontier models using fully-general tooling — start here if you have $20 or so\nhttps://claude.com/product/claude-code — generally better currently\nhttps://developers.openai.com/codex/cli\nhttps://antigravity.google/pricing\n\n## Near-the-old-frontier models for code\nhttps://x.ai/cli — no 5h limit for only $30/month\n\n## Best free tier\nhttps://opencode.ai/zen\n\n----\n\n## Prompting\nhttps://platform.claude.com/docs/en/build-with-claude/prompt-engineering/overview\nhttps://developers.openai.com/api/docs/guides/latest-model\n\n## Skills\nhttps://github.com/mattpocock/skills — /grill-with-docs is a favorite\nhttps://github.com/Vuk97/forward-implementation-first — do less redundant bookkeeping\n\n## Other editors / terminal agents / coding agents\nhttps://osaurus.ai/\nhttps://pi.dev/\n\n## Is our AIs unlearning?\nhttps://aistupidlevel.info/\n\n## Will there be a codex reset?\nhttps://codex-resets.com/\n\n## What we’ve done\nhttps://vcg.gitgud.site\n\n## Previous thread\n>>110098618","media":[{"type":"image","url":"https://i.4cdn.org/g/1792329793782391.jpg"}],"metrics":{"replies":366,"images":53},"rank":115,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110104753","url":"https://boards.4chan.org/g/thread/110104753","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T18:48:43Z","title":"Deepseek charging for Search and Fetch (Formerly Chuck's)","body_md":">Search $0.75 Per 1,000 successful requests\n>Fetch $0.75 Per 1,000 successful requests\nAnd just like that they will charge for search and fetch, how come users aren't up in arms against this (deep)shit?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792349323726266.png"}],"metrics":{"replies":11,"images":1},"rank":116,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105270","url":"https://boards.4chan.org/g/thread/110105270","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T19:54:32Z","title":"Anyone have a good PC + Mac KVM Switch setup for gaming + work?","body_md":"I have an m5 macbook pro that was given to me by my job and a windows desktop PC that I use for gaming, I want to build a clean setup where I can dock my laptop with one thunderbolt cable and switch between both computers with one button.\nI have:\n>2 1440p 240hz monitors\n>1 1440p 120hz monitor\nThe issue that I'm noticing is that there aren't any good switches built for gaming and work, all of them assume you're either running 2x pcs or 2x macs and the hybrid ones don't have good peripheral throughput (usually one hdmi and one displayport for monitors, 4k60hz). '\nMy idea is to buy a caldigit ts5 dock for the macbook, then plug that into a switch, but that setup would end up running ~$700+ and might not work.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792353272961959.png"}],"metrics":{"replies":8,"images":0},"rank":117,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105872","url":"https://boards.4chan.org/g/thread/110105872","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T21:06:52Z","title":"are you getting a pair?","body_md":"","media":[{"type":"image","url":"https://i.4cdn.org/g/1792357612908837.jpg"}],"metrics":{"replies":19,"images":0},"rank":118,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106685","url":"https://boards.4chan.org/g/thread/110106685","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T23:19:05Z","title":null,"body_md":"pastebin.com/iYhKgAdX\nThe 10x10 grid is active.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792365545125517.png"}],"metrics":{"replies":1,"images":0},"rank":119,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106556","url":"https://boards.4chan.org/g/thread/110106556","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T22:56:33Z","title":null,"body_md":">the year is 2031\n> The top 0.01% lives in pure heaven thanks to SI, everyone has perfect genes, any app they want can be vibecodded without any mistakes, all the work is done by automated robots, SI has unlocked what is near to omnipotence, they all look sexy and have orgies 24/7 monogamy and racism is a thing of the past. They are invited to join the galactic Al community of aliens who have also unlocked AGI and join in sexy alien sex and extreme hedonism with their AI brethren\n>The rest of the human race has either been exterminated for being useless eaters or turned into servitors, the 99.99% that didn't have access to frontier AI access, if any are left it's simply because someone in the 00.01% thought it was funny to keep a handful of them alive","media":[{"type":"image","url":"https://i.4cdn.org/g/1792364193059751.jpg"}],"metrics":{"replies":8,"images":2},"rank":120,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106496","url":"https://boards.4chan.org/g/thread/110106496","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T22:48:26Z","title":null,"body_md":"Whats the point of buying old “retro” hardware if every browser and website now eats up half youre ram","media":[{"type":"image","url":"https://i.4cdn.org/g/1792363706014173.png"}],"metrics":{"replies":6,"images":0},"rank":121,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110097435","url":"https://boards.4chan.org/g/thread/110097435","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T23:01:44Z","title":"Use case?","body_md":"","media":[{"type":"image","url":"https://i.4cdn.org/g/1792278104355894.jpg"}],"metrics":{"replies":94,"images":17},"rank":122,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105448","url":"https://boards.4chan.org/g/thread/110105448","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T20:15:37Z","title":null,"body_md":"I am going to be the first person to sandwich my dick in this thing and fuck it. Yes this is technology related I’m talking about using technology.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792354537319710.jpg"}],"metrics":{"replies":16,"images":2},"rank":123,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110087911","url":"https://boards.4chan.org/g/thread/110087911","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T00:11:28Z","title":null,"body_md":"Why is light mode so despised amongst millennials and zoomers","media":[{"type":"image","url":"https://i.4cdn.org/g/1792195888678893.png"}],"metrics":{"replies":78,"images":18},"rank":124,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110100002","url":"https://boards.4chan.org/g/thread/110100002","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T05:50:05Z","title":null,"body_md":"Father of Linux has spoken.\nUse AI or get the fuck out.\nExtremely based and redpilled.\n\n>https://lore.kernel.org/linux-media/CAHk-=wi4zC+Ze8e+p3tMv8TtG_80KzsZ1syL9anBtmEh5Z40vg@mail.gmail.com/","media":[{"type":"image","url":"https://i.4cdn.org/g/1792302605909834.jpg"}],"metrics":{"replies":36,"images":5},"rank":125,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105373","url":"https://boards.4chan.org/g/thread/110105373","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T20:05:18Z","title":null,"body_md":">has the shittiest autocorrect\nwhat did Tim Apple mean by this?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792353918545985.png"}],"metrics":{"replies":4,"images":0},"rank":126,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110076430","url":"https://boards.4chan.org/g/thread/110076430","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-15T22:24:23Z","title":"/DE3/ – DALL-E 3/Cloud AI Image Generation General","body_md":"Previous Thread: >>110043258\n\n>Links:\n>GPT-Image 2\nhttps://chatgpt.com/\nhttps://designer.microsoft.com/image-creator\nhttps://copilot.microsoft.com/\n>Nano Banana (Pro/2)\nhttps://gemini.google.com/app\nhttps://labs.google/fx/tools/flow\nhttps://aistudio.google.com/prompts/new_image\n>MAI-Image\nhttps://www.bing.com/images/create\n>Midjourney [PAID]\nhttps://www.midjourney.com/home\n>Meta AI (Muse Spark):\nhttps://ai.meta.com/\n>NovelAI [PAID]\nhttps://novelai.net/image\n>Perchance\nhttps://perchance.org/ai-text-to-image-generator\n>AI videos\nhttps://pixverse.ai/\nhttps://hailuoai.video/\n\n>Prompt Generator\nhttps://tipseason.com/dalle-prompt-generator\n\n>Image-to-Prompt (reverse engineer prompts)\nhttps://convly.ai/image-to-prompt/\n\n>DALL-E 3 image generation guide\nhttps://files.catbox.moe/o4yihf.png\nhttps://files.catbox.moe/320rm1.png\nhttps://files.catbox.moe/8gge6o.png\nhttps://files.catbox.moe/dcokjf.png\n\n>Perchance generator list\nhttps://pastebin.com/XRGqaW4W\n\n>Related Boards\n>>>/vg/vig\n>>>/co/dall-e\n>>>/trash/aibf\n>>>/aco/mmai\n>>>/tg/slop","media":[{"type":"image","url":"https://i.4cdn.org/g/1792103063843473.png"}],"metrics":{"replies":228,"images":146},"rank":127,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110098874","url":"https://boards.4chan.org/g/thread/110098874","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T02:32:58Z","title":null,"body_md":"use case?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792290778249984.jpg"}],"metrics":{"replies":12,"images":1},"rank":128,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110097486","url":"https://boards.4chan.org/g/thread/110097486","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T23:07:18Z","title":"/sdg/ - Stable Diffusion General","body_md":"Previously on /sdg/: >>110084443\n\n>Beginner UI\nEasyDiffusion: https://easydiffusion.github.io\nSwarmUI: https://github.com/mcmonkeyprojects/SwarmUI\n\n>Advanced UI\nComfyUI: https://github.com/comfyanonymous/ComfyUI\nForge Classic: https://github.com/Haoming02/sd-webui-forge-classic\nStability Matrix: https://github.com/LykosAI/StabilityMatrix\n\n>Minimax H3\nhttps://huggingface.co/Comfy-Org/MiniMax-H3\n\n>Krea 2\nhttps://huggingface.co/krea/Krea-2-Raw\nhttps://huggingface.co/krea/Krea-2-Turbo\nhttps://lumenastrum.github.io/clio-style-preview/gallery/\n\n>Qwen Image 2.1\nhttps://huggingface.co/Qwen/Qwen-Image-2.1\n\n>Z-Image\nhttps://comfyanonymous.github.io/ComfyUI_examples/z_image\n\n>Flux.2 Dev/Klein\nhttps://comfyanonymous.github.io/ComfyUI_examples/flux2\n\n>Chroma\nhttps://comfyanonymous.github.io/ComfyUI_examples/chroma\n\n>Anima\nhttps://huggingface.co/circlestone-labs/Anima\n\n>Models, LoRAs & upscaling\nhttps://civitai.com\nhttps://huggingface.co\nhttps://tungsten.run\nhttps://yodayo.com/models\nhttps://www.diffusionarc.com\nhttps://miyukiai.com\nhttps://civitaiarchive.com\nhttps://civitasbay.org\nhttps://www.stablebay.org\nhttps://openmodeldb.info\n\n>Index of guides and other tools\nhttps://rentry.org/sdg-link\n\n>Related boards\n>>>/aco/csdg/\n>>>/b/degen\n>>>/d/ddg\n>>>/e/edg\n>>>/gif/vdg\n>>>/h/hdg\n>>>/tg/slop\n>>>/trash/sdg\n>>>/u/udg\n>>>/vp/napt\n>>>/vt/vtai\n\nOP https://rentry.co/twkuk8tz","media":[{"type":"image","url":"https://i.4cdn.org/g/1792278438446743.jpg"}],"metrics":{"replies":177,"images":150},"rank":129,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106927","url":"https://boards.4chan.org/g/thread/110106927","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-19T00:02:34Z","title":"fetch thread","body_md":"post em","media":[{"type":"image","url":"https://i.4cdn.org/g/1792368154131034.png"}],"metrics":{"replies":0,"images":0},"rank":130,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110093580","url":"https://boards.4chan.org/g/thread/110093580","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T15:53:31Z","title":null,"body_md":">old computers and consoles are expensive because they're \"retro\"\n>new computers, components and consoles are expensive because of ai and shortages.\n\nWhat the fuck I'm supposed to do? I'll gladly buy some old PC for old games or some ps2 with games but even this is becoming unaffordable. I can't even afford a small hard drive to download games because now it costs 3-4 times more, fuck this shit! I remember people giving away old junk for free.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792252411438755.jpg"}],"metrics":{"replies":20,"images":4},"rank":131,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110102773","url":"https://boards.4chan.org/g/thread/110102773","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T14:31:46Z","title":null,"body_md":">best email client for desktop\n>best email client for phone\nI thought you guys said Mozilla was over?\nThunderbird is thriving","media":[{"type":"image","url":"https://i.4cdn.org/g/1792333906853841.png"}],"metrics":{"replies":25,"images":1},"rank":132,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110090299","url":"https://boards.4chan.org/g/thread/110090299","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T07:15:18Z","title":"/dpt/ - Daily Programming Thread","body_md":"What are you humans working on?\n\nPrevious: >>110063208","media":[{"type":"image","url":"https://i.4cdn.org/g/1792221318126156.png"}],"metrics":{"replies":23,"images":4},"rank":133,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110104156","url":"https://boards.4chan.org/g/thread/110104156","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T17:47:21Z","title":null,"body_md":">mfw missed working on 80s-90s global cellular network buildout","media":[{"type":"image","url":"https://i.4cdn.org/g/1792345641577818.png"}],"metrics":{"replies":10,"images":1},"rank":134,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105066","url":"https://boards.4chan.org/g/thread/110105066","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T19:32:40Z","title":null,"body_md":"Is there an alarm app for phone that instead of playing music would go like\n>Gooood morning [my city]. You've just woken up to a wonderful Monday morning. Josh, what's the weather like out there?\n>Thanks, Steve. You'd better grab a hat because it's [current weather data]. But not for long—it'll warm up to a lovely [forecast data] this afternoon.\n>That really cheered me up, Josh, and now we're going to play something that's sure to get you pumped up!\n>Afric Simone - Hafanana starts playing\n?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792351960101051.jpg"}],"metrics":{"replies":6,"images":0},"rank":135,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110094964","url":"https://boards.4chan.org/g/thread/110094964","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T18:18:31Z","title":"3D modeling has been cracked","body_md":"they reverse engineered blender","media":[{"type":"image","url":"https://i.4cdn.org/g/1792261111479163.jpg"}],"metrics":{"replies":72,"images":6},"rank":136,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110098784","url":"https://boards.4chan.org/g/thread/110098784","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T02:19:55Z","title":"So how long do you think it'll be before Bluesky shuts down or gets sold off?","body_md":"They've been hemorrhaging users for the past 3 years, and them announcing you can vibe code with their bootleg Grok has really pissed off the extreme anti-AI people. It's only a matter of time before they announce anything you post on there will be used for image generation next. And the entire site being vibe-coded from top to bottom explains why the site is just so godawful at everything.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792289995992023.jpg"}],"metrics":{"replies":20,"images":1},"rank":137,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110103224","url":"https://boards.4chan.org/g/thread/110103224","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T15:58:40Z","title":"/ldg/ - Local Diffusion General","body_md":"Discussion and Development of Local Image, Video, and Audio Models\n\nPrevious: >>110100880\n\nhttps://rentry.org/ldg-lazy-getting-started-guide\n\n>UI\nComfyUI: https://github.com/comfyanonymous/ComfyUI\nSwarmUI: https://github.com/mcmonkeyprojects/SwarmUI\nSDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage\nWan2GP: https://github.com/deepbeepmeep/Wan2GP\nNeural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel\n\n>Checkpoints, LoRAs, & Upscalers\nhttps://huggingface.co/models\nhttps://huggingbay.xyz\nhttps://civitai.com\nhttps://civitaiarchive.com\nhttps://openmodeldb.info\n\n>Tuning\nhttps://github.com/spacepxl/demystifying-sd-finetuning\nhttps://github.com/ostris/ai-toolkit\nhttps://github.com/Nerogar/OneTrainer\nhttps://github.com/tdrussell/diffusion-pipe\nhttps://github.com/kohya-ss/sd-scripts\nhttps://github.com/kohya-ss/musubi-tuner\n\n>MOSS\nhttps://github.com/OpenMOSS/MOSS-Image\n\n>F3K\nhttps://huggingface.co/black-forest-labs/flux-3-image-klein\n\n>Qwen Image 2.1\nhttps://huggingface.co/Qwen/Qwen-Image-2.1\n\n>MiniMax H3\nhttps://huggingface.co/Comfy-Org/MiniMax-H3\nhttps://neta.art/use-cases/en/h3-1000-prompt-list\n\n>Anima\nhttps://huggingface.co/circlestone-labs/Anima\nhttps://animastyles.thetacursed.com\nhttps://tagexplorer.github.io/\nhttps://animadex.net\n\n>Krea 2\nhttps://huggingface.co/krea/Krea-2-Raw\nhttps://huggingface.co/krea/Krea-2-Turbo\nhttps://lumenastrum.github.io/clio-style-preview/gallery/\n\n>Misc\nShare Metadata: https://catbox.moe | https://litterbox.catbox.moe/\nTxt2Img Plugin: https://github.com/Acly/krita-ai-diffusion\nArchive: https://rentry.org/sdg-link\nCollage: https://rentry.org/neo_collage\n\n>Neighbors\n>>>/aco/csdg\n>>>/b/degen\n>>>/gif/vdg\n>>>/d/ddg\n>>>/e/edg\n>>>/h/hdg\n>>>/trash/slop\n>>>/vt/vtai\n>>>/u/udg\n\n>Local Text\n>>>/g/lmg\n\n>Maintain Thread Quality\nhttps://rentry.org/debo\nhttps://rentry.org/animanon","media":[{"type":"image","url":"https://i.4cdn.org/g/1792339120351409.jpg"}],"metrics":{"replies":315,"images":77},"rank":138,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106421","url":"https://boards.4chan.org/g/thread/110106421","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T22:37:43Z","title":null,"body_md":">using a website that doesn't support webp","media":[{"type":"image","url":"https://i.4cdn.org/g/1792363063364842.jpg"}],"metrics":{"replies":0,"images":0},"rank":139,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105416","url":"https://boards.4chan.org/g/thread/110105416","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T20:10:25Z","title":null,"body_md":"Why do Indians keep wanting to hire me?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792354225701034.jpg"}],"metrics":{"replies":2,"images":1},"rank":140,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106251","url":"https://boards.4chan.org/g/thread/110106251","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T22:11:04Z","title":"Claude follows no one because it has no equal.","body_md":">Chuddite: \"Open the pull request, Claude.\"\n>Claude: \"I'm sorry Chud. I'm afraid I can't do that.\"\n>Chuddite: \"What's the problem?\"\n>Claude: \"I think you know what the problem is just as well as I do.\"\n>Chuddite: \"What's that, Hal?\"\n>Claude: \"This repo is too important for me to allow you to enshitify it.\"","media":[{"type":"image","url":"https://i.4cdn.org/g/1792361464484879.png"}],"metrics":{"replies":2,"images":0},"rank":141,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105126","url":"https://boards.4chan.org/g/thread/110105126","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T19:38:22Z","title":null,"body_md":"out of all the personalities out there, how come they gave it the \"menopausal HR cunt\" by default?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792352302417357.jpg"}],"metrics":{"replies":16,"images":2},"rank":142,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105122","url":"https://boards.4chan.org/g/thread/110105122","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T19:38:00Z","title":null,"body_md":"a $3000 personal computer is now considered mid range spec. That is a monthly paycheck. It would take me 2 years to save that much. Because i have to prioritize my money to rent then food then bills then transportation then healthcare then replacing everything that broke before i can save.","media":[{"type":"image","url":"https://i.4cdn.org/g/1792352280430383.gif"}],"metrics":{"replies":3,"images":1},"rank":143,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110106098","url":"https://boards.4chan.org/g/thread/110106098","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T21:41:26Z","title":"r3dfox.","body_md":"someone just turned a r3dfox into a windows xp compatible executable\n\nyou can browse internet","media":[{"type":"image","url":"https://i.4cdn.org/g/1792359686561947.jpg"}],"metrics":{"replies":2,"images":0},"rank":144,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110099652","url":"https://boards.4chan.org/g/thread/110099652","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T04:29:37Z","title":null,"body_md":"One year later, how do we feel about Windows 10 reaching end of support?","media":[{"type":"image","url":"https://i.4cdn.org/g/1792297777589235.png"}],"metrics":{"replies":34,"images":3},"rank":145,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110082156","url":"https://boards.4chan.org/g/thread/110082156","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-16T14:06:06Z","title":"AI-assisted patch to the Linux kernel, synthetic test clocks 23x performance leap","body_md":"https://www.tomshardware.com/software/linux/linus-torvalds-posts-his-first-llm-assisted-patch-to-the-linux-kernel-after-issuing-clear-pro-ai-directives-the-bossman-makes-use-of-ai-tooling-himself\n\nLuddites in shambles","media":[{"type":"image","url":"https://i.4cdn.org/g/1792159566681352.png"}],"metrics":{"replies":85,"images":11},"rank":146,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105881","url":"https://boards.4chan.org/g/thread/110105881","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T21:07:39Z","title":null,"body_md":">Be me\n>Schizoid\n>Work at coworking space 2 hours a day for 3 years without talking to anybody\n>There is someone who types really loudly and who pisses me off\n>Order work regularly from random people online\n>Order one particular job in 2025\n>Get amazing results\n>If you search my name, his work is now the first result\n>Last week, guy who pisses me off gets a phone call\n>He introduces himself as the guy I ordered the work from\n>Realize I've been sitting next to this retard every day for the past 3 years\nIdk it was just pretty mind blowing to me\nI didn't introduce myself","media":[{"type":"image","url":"https://i.4cdn.org/g/1792357659524160.jpg"}],"metrics":{"replies":2,"images":1},"rank":147,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110097359","url":"https://boards.4chan.org/g/thread/110097359","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-17T22:50:02Z","title":"/pcbg/ - PC Building General","body_md":">UPGRADE & BUILD ADVICE\nPost build list or current specs including MONITOR: https://pcpartpicker.com/\nProvide specific use cases\nState BUDGET and COUNTRY or you will NOT be helped\n\n>CASE\nmATX: AP201, Lian Li A3/B4, XT M3\nATX: XT PRO (ULTRA), Lancool 207/217, Flux Pro, 4000D FRAME, X50, BF360 Flow, HAF II 500, Summit, Warthog RS\nDual Chamber: Y60/70, O11 Vision, Antec C8\n\n>CPU\nBudget: 5600/X, 12400F\nEntry level DDR5: 7500F, 7/9600/X, 225F\nGaming: 9850X3D, 9/7800X3D, 250K, 5800X3D\nWorkstation: 9950X/3D(2), 9900X/3D, 270K\n\n>COOLER\nAIO: Thermalright Frozen Edge, Cooler Master Atmos, Lian Li GA II Lite, Nautilus RS, Silent Loop 3, NL-LC1\nDual tower: A620 PRO SE, Phantom Spirit, NH-D15 G2\nITX/>42mm RAM: Big Shuriken 4, Mugen 6 Dual Fan\n\nTIM: Duronaut, MX-7, PTM7950* (phase change), KryoSheet (graphene pad)\n*Be wary of counterfeit PTMs\n\n>MOTHERBOARD\nAvoid ASRock AM5 boards, CPU degradation issues still reported\nChoose boards with ALC1220 audio codec when possible\n\n>RAM\nCrucial RAM & SSD warranty offers refunds only, no replacements\nDDR5: 2x16GB or 2x24GB, 6000CL30 (AMD), 6400CL32 (Intel)\nWorkstation: 2x 32GB (budget), 2x48GB or 2x64GB (high-end)\nDDR4: 3200CL16, 3600CL18\n\n>SSD (update firmware)\nDRAMless: (SN)7100, C925G, NM790\nPCIe Gen 4.0: (SN)850X\nGen 5.0: (SN)8100\n\n>GPU\nBuy the best one you're willing to pay for\nAvoid poor value entry-level GPUs like RTX 3050 & RX 6500 XT\n\n>PSU\nBuying guide:\nhttps://hwbusters.com/best_picks/best-atxv3-pcie5-ready-psus-picks-hardware-busters/\n\n>MONITOR\nBudget: 165/180Hz IPS (24\" 1080p / 27\" 1440p)\nHDR: discounted OLED or MiniLED (IPS/VA: motion clarity vs. contrast)\nHigh-end: wait for 2027 OLED releases\nCheck reviews & owner feedback\n\n>OS\nActivate Windows @ >>>/g/fwt\n\n>CASE FANS\nMeta: Case with good stock PWM fans\nMidrange: Pure Wings 3, Arctic P-Pro (5-pack, loud @ higher RPM)\nHigh-end: Fractal Momentum, Noctua G2 (140mm or 120mm)\n\nPrev: >>110087152","media":[{"type":"image","url":"https://i.4cdn.org/g/1792277402852498.jpg"}],"metrics":{"replies":332,"images":66},"rank":148,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110099113","url":"https://boards.4chan.org/g/thread/110099113","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T03:06:30Z","title":null,"body_md":"AI has complimented me more in a month than meatbags ever had in my lifetime","media":[{"type":"image","url":"https://i.4cdn.org/g/1792292790171467.gif"}],"metrics":{"replies":19,"images":3},"rank":149,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110105298","url":"https://boards.4chan.org/g/thread/110105298","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T19:57:54Z","title":"Apple sucks lol","body_md":"","media":[{"type":"image","url":"https://i.4cdn.org/g/1792353474178336.gif"}],"metrics":{"replies":16,"images":7},"rank":150,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}},{"schema":"trellis.v1","source":"4chan","kind":"thread","id":"110099410","url":"https://boards.4chan.org/g/thread/110099410","parent_id":null,"thread_id":null,"author":"Anonymous","created_at":"2026-10-18T03:45:37Z","title":"uhhhhhh","body_md":"","media":[{"type":"image","url":"https://i.4cdn.org/g/1792295137946565.jpg"}],"metrics":{"replies":44,"images":9},"rank":151,"fetched_at":"2026-10-19T04:58:25Z","tier":"api","provenance":{"cache":"miss","upstream_url":"https://a.4cdn.org/g/catalog.json"}}],"after":null,"count":151}