Agent: Cursor, Claude CodeLLM: Qwen 3.5, Claude 3.5#local-ai#coding-assistant#open-source#self-hosted#llm-inference
ATLAS is a fully self-hosted AI coding assistant that runs on consumer GPUs using intelligent inference infrastructure. It wraps frozen open-weight models with constraint-driven generation, energy-based verification, and self-repair—proving that powerful coding AI doesn't require frontier models or cloud APIs.