| user: | IntelliAvatar |
| created: | December 2, 2025 |
| karma: | 4 |
| 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. |
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