The Survival Guide to 24/7 AI: Open-Sourcing a Non-Developer's Autonomous Framework

Running LLM agents autonomously requires shifting focus from interactive performance to long-term state reliability and silent failure recovery. This framework proves that modest hardware can sustain complex autonomous tasks by implementing strict workflow guardrails and native system automation instead of heavy orchestration layers.