user:IntelliAvatar
created:Dec 2, 2025
karma:3
about:

Working on a local-first autonomous agent system for Windows.

Interested in the engineering challenges behind agent systems: planning vs tool-calling, state management, failure recovery, and making LLM-driven workflows actually reliable in practice.

Building in public and learning by breaking things.