Automate GitHub development from task discovery to PR merge with session-based workflows, batching, and live monitoring. Generate code and answers locally with Ollama and accelerate changes with code-aware RAG. Strengthen results with semantic memory and keep deployments healthy through Render analysis and auto-fix.