{
 "schema_version": 1,
 "generated": "2026-10-31",
 "id": "l-forster-open-jet--run-a-local-coding-agent-on-your-gpu-with-openjet",
 "repo": "L-Forster/open-jet",
 "repo_url": "https://github.com/L-Forster/open-jet",
 "repo_slug": "l-forster-open-jet",
 "title": "Run a coding agent fully offline on your own GPU",
 "page_title": "How to run a coding agent fully offline on your own GPU with Open Jet",
 "summary": "Install OpenJet with pipx, let setup pick a model for your hardware, and start coding offline.",
 "who": "A developer who wants a coding agent with no API bills and no code leaving the machine.",
 "problem": "Cloud coding agents cost per token and send your repo to a provider.",
 "outcome": "A local coding agent running a model sized to your VRAM, working offline after the download.",
 "steps": [
  "Run `pipx install open-jet`",
  "Run `openjet setup` and accept the recommended model (or `openjet setup --yes`)",
  "On an RTX 3090, 4090 or 5090, choose Qwen3.8 27B Q4_K_M MTP so it builds the megakernel",
  "Start the agent with `openjet` in your repo",
  "If setup prints Skipping the Qwen3.8-27B megakernel, read the reason; it falls back to llama-server"
 ],
 "agent_prompt": "Install L-Forster/open-jet with pipx, run openjet setup for this machine's GPU, then use openjet in <repo> to <task>. Tell me which model and engine it chose and why.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "45 minutes",
 "basis": "readme",
 "caveat": "Setup downloads about 17 GB for Qwen3.8-27B and compiles llama.cpp; budget the disk space and time.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "python",
 "requirements": [
  "Linux with an NVIDIA RTX 30, 40 or 50 GPU with 24 GB+ and CUDA 12+ for the megakernel; other hardware uses llama.cpp",
  "Recommended: 14 GB+ VRAM or Apple silicon with 24 GB+; CPU-only works",
  "pipx"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/l-forster-open-jet/run-a-local-coding-agent-on-your-gpu-with-openjet/",
 "md": "https://dedupedai.com/use-cases/l-forster-open-jet/run-a-local-coding-agent-on-your-gpu-with-openjet/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/l-forster-open-jet--run-a-local-coding-agent-on-your-gpu-with-openjet.json",
 "api_version": "v1"
}