{"repo":"itigges22/ATLAS","free":true,"listed":false,"github":"https://github.com/itigges22/ATLAS","clone":"git clone https://github.com/itigges22/ATLAS.git","description":"Adaptive Test-time Learning and Autonomous Specialization","language":"Python","stars":2077,"topics":["ai-agent","ai-harness","coding-agent","developer-tools","local-first"],"license":"AGPL-3.0","category":"ai-agents","readme_excerpt":"The ATLAS TUI live, 10× sped up, running the V3 pipeline on a file creation. A.T.L.A.S. Adaptive Test-time Learning and Autonomous Specialization 🌎 What is ATLAS? ATLAS is a local coding agent that brings frontier-style reasoning and verification to compact open models. It puts more intelligence in the system around the model (planning, candidate generation, quality scoring, sandboxed testing, and repair) so smaller models can tackle real software work entirely on your own hardware, without a hosted API or per-token fees. 💡 Why ATLAS? Get more from smaller models. ATLAS adds planning, candidate selection, verification, and repair around the model instead of depending on a single generation. Verify before accepting. Generated code can be compiled, tested, and corrected inside an isolated execution environment. Spend compute where it matters. Straightforward edits take a shorter path, while harder tasks receive more candidates, reasoning, and validation. Run your own model. Use a compatible GGUF model on NVIDIA, AMD, Apple Silicon, Vulkan, or CPU-supported hardware. Keep control local. ATLAS does not intentionally upload your repository or prompts to a hosted model or ATLAS-operated service. Sandbox commands have outbound network access by default; set ATLAS SANDBOX NET INTERNAL=true to disable it. Own the full stack. ATLAS is open source and self-hosted. It requires no hosted model or third-party model-provider API key; a local per-installation service token authenticates AT","default_branch":null,"files":null,"tree":[],"storefront":"/r/itigges22","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/itigges22/ATLAS/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}