/technology
A general for vibe coding, agentic engineering, coding agents, and shipping code with LLMs. You use Git — right, anon? ## What “vibe coding” is, and how to do it https://simonwillison.net/2025/Mar/19/vibe-coding/⧉ https://simonwillison.net/2025/Mar/11/using-llms-for-code/⧉ ## Related generals >>>/g/lmg/ ---- ## Frontier models using fully-general tooling — start here if you have $20 or so https://claude.com/product/claude-code⧉ — generally better currently https://developers.openai.com/codex/cli⧉ https://antigravity.google/pricing⧉ ## Near-the-old-frontier models for code https://www.deepseek.com/en/harness/⧉ https://opencode.ai/go⧉ ## Best free tier https://opencode.ai/zen⧉ ---- ## Prompting https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/overview⧉ https://developers.openai.com/api/docs/guides/latest-model⧉ ## Skills https://github.com/mattpocock/skills⧉ — /grill-with-docs is a favorite https://github.com/Vuk97/forward-implementation-first⧉ — do less redundant bookkeeping ## Other editors / terminal agents / coding agents https://osaurus.ai/⧉ https://pi.dev/⧉ ## Is our AIs unlearning? https://aistupidlevel.info/⧉ ## Will there be a codex reset? https://codex-resets.com/⧉ ## What we’ve done https://vcg.gitgud.site⧉ ## Previous thread⬆↩ 49
>UPGRADE & BUILD ADVICE Post build list or current specs including MONITOR: https://pcpartpicker.com/⧉ Provide specific use cases State BUDGET and COUNTRY or you will NOT be helped >CASE mATX: AP201, Lian Li A3/B4, XT M3 ATX: XT PRO (ULTRA), Lancool 207/217, Flux Pro, 4000D FRAME, X50, BF360 Flow, HAF II 500, Summit, Warthog RS Dual Chamber: Y60/70, O11 Vision, Antec C8 >CPU Budget: 5600/X, 12400F Entry level DDR5: 7500F, 7/9600/X, 225F Gaming: 9850X3D, 9/7800X3D, 250K, 5800X3D Workstation: 9950X/3D(2), 9900X/3D, 270K >COOLER AIO: Thermalright Frozen Edge, Cooler Master Atmos, Lian Li GA II Lite, Nautilus RS, Silent Loop 3, NL-LC1 Dual tower: A620 PRO SE, Phantom Spirit, NH-D15 G2 ITX/>42mm RAM: Big Shuriken 4, Mugen 6 Dual Fan TIM: Duronaut, MX-7, PTM7950* (phase change), KryoSheet (graphene pad) *Be wary of counterfeits >MOTHERBOARD Avoid ASRock AM5 boards, CPU degradation issues still reported Choose boards with ALC1220 audio codec when possible >RAM Crucial RAM & SSD warranty offers refunds only, no replacements DDR5: 2x16GB or 2x24GB, 6000CL30 (AMD), 6400CL32 (Intel) Workstation: 2x 32GB (budget), 2x48GB or 2x64GB (high-end) DDR4: 3200CL16, 3600CL18 >SSD (update firmware) DRAMless: (SN)7100, C925G, NM790 PCIe Gen 4.0: (SN)850X Gen 5.0: (SN)8100 >GPU Buy the best one you're willing to pay for Avoid poor value entry-level GPUs >PSU Buying guide: https://hwbusters.com/best_picks/best-atxv3-pcie5-ready-psus-picks-hardware-busters/⧉ >MONITOR Check reviews & owner feedback Budget: 165/180Hz IPS (24" 1080p / 27" 1440p) HDR: discounted OLED or MiniLED (IPS/VA: motion clarity vs. contrast) High-end: wait for brighter 2027 OLEDs /w stripe RGB subpixels >OS Activate Windows @ >>>/g/fwt >CASE FANS Meta: Case with good stock PWM fans Midrange: Pure Wings 3, Arctic P-Pro (5-pack, loud @ higher RPM) High-end: Fractal Momentum, Noctua G2 (140mm or 120mm) Prev:⬆↩ 29
Discussion and Development of Local Image, Video, and Audio Models https://rentry.org/ldg-lazy-getting-started-guide⧉ >UI ComfyUI: https://github.com/comfyanonymous/ComfyUI⧉ SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI⧉ SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage⧉ Wan2GP: https://github.com/deepbeepmeep/Wan2GP⧉ Neural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel⧉ >Checkpoints, LoRAs, & Upscalers https://huggingface.co/models⧉ https://huggingbay.xyz⧉ https://civitai.com⧉ https://civitaiarchive.com⧉ https://openmodeldb.info⧉ >Tuning https://github.com/spacepxl/demystifying-sd-finetuning⧉ https://github.com/ostris/ai-toolkit⧉ https://github.com/Nerogar/OneTrainer⧉ https://github.com/tdrussell/diffusion-pipe⧉ https://github.com/kohya-ss/sd-scripts⧉ https://github.com/kohya-ss/musubi-tuner⧉ >MOSS https://github.com/OpenMOSS/MOSS-Image⧉ >F3K https://huggingface.co/black-forest-labs/flux-3-image-klein⧉ >Qwen Image 2.1 https://huggingface.co/Qwen/Qwen-Image-2.1⧉ >MiniMax H3 https://huggingface.co/Comfy-Org/MiniMax-H3⧉ https://neta.art/use-cases/en/h3-1000-prompt-list⧉ >Anima https://huggingface.co/circlestone-labs/Anima⧉ https://animastyles.thetacursed.com⧉ https://tagexplorer.github.io/⧉ https://animadex.net⧉ >Krea 2 https://huggingface.co/krea/Krea-2-Raw⧉ https://huggingface.co/krea/Krea-2-Turbo⧉ https://lumenastrum.github.io/clio-style-preview/gallery/⧉ >Misc Share Metadata: https://catbox.moe⧉ | https://litterbox.catbox.moe/⧉ Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion⧉ Archive: https://rentry.org/sdg-link⧉ Collage: https://rentry.org/neo_collage⧉ >Neighbors >>>/aco/csdg >>>/b/degen >>>/gif/vdg >>>/d/ddg >>>/e/edg >>>/h/hdg >>>/trash/slop >>>/vt/vtai >>>/u/udg >Local Text >>>/g/lmg >Maintain Thread Quality https://rentry.org/debo⧉ https://rentry.org/animanon⧉⬆↩ 20
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/aicg/ - A general dedicated to the discussion and development of AI chatbots Bad Swipe Edition >News Google releases Gemini Carbon - https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-4-carbon/⧉ OAI releases GPT-6.1 Terra - https://openai.com/index/introducing-gpt-6-1-terra/⧉ Moonshoot releases Kimi K3.1 Pro - https://www.kimi.ai/blog/kimi-k3-1-pro⧉ DeepSeek releases 4.1-Flash-1017 https://api-docs.deepseek.com/news/news261017/⧉ Google releases Gemini 4 Argon - https://deepmind.google/models/model-cards/gemini-4-argon/⧉ Meta releases Muse Wonder and Wonder Full - https://research.meta.ai/blog/muse-wonder⧉ OAI releases GPT-6.1 Sol https://openai.com/index/introducing-gpt-6-1-sol/⧉ Anthropic releases Sonnet 5.5 - https://www.anthropic.com/claude-sonnet-5-5⧉ Anthropic releases Opus 5.5 - https://www.anthropic.com/claude-opus-5-5⧉ Xiaomi releases MiMo 2.6 Pro and Flash - https://mimo.xiaomi.com/mimo-v2-6⧉ OAI releases GPT-6 Sol and Luna - https://openai.com/index/introducing-gpt-6-sol-and-luna/⧉ >Frontends SillyTavern: https://docs.sillytavern.app⧉ RisuAI: https://risuai.net⧉ Agnai: https://agnai.chat⧉ | https://rentry.org/agnai_guides_⧉ >Bots https://chub.ai⧉ https://realm.risuai.net⧉ >Models GPT: https://platform.openai.com/docs⧉ Claude: https://docs.anthropic.com⧉ | https://rentry.org/how2claude⧉ Gemini: https://ai.google.dev/docs⧉ | https://rentry.org/gemini-qr⧉ DeepSeek: https://api-docs.deepseek.com⧉ Grok: https://docs.x.ai/overview⧉ Local: >>>/g/lmg | https://hf.co/models⧉ | https://openrouter.ai⧉ >⬆↩ 19
/lmg/ - a general dedicated to the discussion and development of local language models. News >(10/26) OpenAI proves the Exponential Time Hypothesis false, pointing towards P = NP being true, the biggest computer science breakthrough in 70 years time: https://openai.com/index/building-scientific-understanding-with-academic-communities/⧉ >(10/23) NVIDIA Nemotron 3.5 Bolt E4B, postrained model: https://hf.co/nvidia/NVIDIA-Nemotron-3.5-Bolt-E4B-BF16⧉ >(10/23) MiniMax-M3.1-Flash 428B-A23B released: ht…⬆↩ 42
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/lmg/ - a general dedicated to the discussion and development of local language models. News >(10/26) LiquidAI releases LFM3 1.7B and 2B: https://hf.co/collections/LiquidAI/lfm3⧉ >(10/26) Baidu Unlimited-OCR-2 3B released https://hf.co/baidu/Unlimited-OCR-2⧉ >(10/23) NVIDIA Nemotron 3.5 Bolt E4B, postrained model: https://hf.co/nvidia/NVIDIA-Nemotron-3.5-Bolt-E4B-BF16⧉ >(10/23) MiniMax-M3.1-Flash 428B-A23B released: https://hf.co/MiniMaxAI/MiniMax-M3.1-Flash⧉ >(10/21) Recursive Flint 40B-A2.5B rele…⬆↩ 44
A general for vibe coding, agentic engineering, coding agents, and shipping code with LLMs. You use Git — right, anon? ## What “vibe coding” is, and how to do it https://simonwillison.net/2025/Mar/19/vibe-coding/⧉ https://simonwillison.net/2025/Mar/11/using-llms-for-code/⧉ ## Related generals >>>/g/lmg/ ---- ## Frontier models using fully-general tooling — start here if you have $20 or so https://claude.com/product/claude-code⧉ — generally better currently https://developers.openai.com/codex/cli⧉ #…⬆↩ 38
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/lmg/ - a general dedicated to the discussion and development of local language models. News >(10/27) NVidia releases Nemotron 3.5 Transcribe 30B-A4B https://hf.co/nvidia/NVIDIA-Nemotron-3.5-Transcribe-30B-A4B⧉ >(10/26) XHToken releases Spark-X2.6-1.7B: https://hf.co/XHToken/Spark-X2.6-1.7B⧉ >(10/26) LiquidAI releases LFM3 1.7B and 2B: https://hf.co/collections/LiquidAI/lfm3⧉ >(10/26) Baidu Unlimited-OCR-2 3B released https://hf.co/baidu/Unlimited-OCR-2⧉ >(10/23) NVIDIA Nemotron 3.5 Bolt E4B, postr…⬆↩ 41
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/lmg/ - a general dedicated to the discussion and development of local language models. News >(10/29) Mistral Large 4 (Le Chonk) 1T-A52B released: https://mistral.ai/news/mistral-large-4-oss⧉ >(10/27) NVidia releases Nemotron 3.5 Transcribe 30B-A4B: https://hf.co/nvidia/NVIDIA-Nemotron-3.5-Transcribe-30B-A4B⧉ >(10/26) XHToken releases Spark-X2.6-1.7B: https://hf.co/XHToken/Spark-X2.6-1.7B⧉ >(10/26) LiquidAI releases LFM3 1.7B and 2B: https://hf.co/collections/LiquidAI/lfm3⧉ >(10/26) Baidu Unlimited…⬆↩ 39
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/lmg/ - a general dedicated to the discussion and development of local language models. News >(10/23) NVIDIA Nemotron 3.5 Bolt E4B, postrained model: https://hf.co/nvidia/NVIDIA-Nemotron-3.5-Bolt-E4B-BF16⧉ >(10/23) MiniMax-M3.1-Flash 428B-A23B released: https://hf.co/MiniMaxAI/MiniMax-M3.1-Flash⧉ >(10/21) Recursive Flint 40B-A2.5B released: https://recursive.com/updates/introducing-recursive-flint⧉ >(10/21) Korean Raon-1 mini 30B-A4B released: https://hf.co/KRAFTON/Raon-1-mini-preview⧉ >(10/20) Orn…⬆↩ 38
/lmg/ - a general dedicated to the discussion and development of local language models. News >(10/23) NVIDIA Nemotron 3.5 Bolt E4B, postrained model: https://hf.co/nvidia/NVIDIA-Nemotron-3.5-Bolt-E4B-BF16⧉ >(10/23) MiniMax-M3.1-Flash 428B-A23B released: https://hf.co/MiniMaxAI/MiniMax-M3.1-Flash⧉ >(10/21) Recursive Flint 40B-A2.5B released: https://recursive.com/updates/introducing-recursive-flint⧉ >(10/21) Korean Raon-1 mini 30B-A4B released: https://hf.co/KRAFTON/Raon-1-mini-preview⧉ >(10/20) Orn…⬆↩ 36
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/technology