AutoNodo Runs 22 Days: Challenging Long-Horizon Autonomy
nodo48 · reddit · 2026-08-21
A developer shared data from the AutoNodo project: an autonomous system running continuously for nearly 22 days on a single technical goal within a 1.8M-line repository.
Key Observations:
- Not a Queue: It's not processing independent tickets, but persistently tracking the same goal while the environment changes hundreds of times due to its own actions.
- Real Challenge: The difficulty lies in maintaining decision consistency and sticking to the goal within a self-modified environment, without lowering standards.
- Rethinking Metrics: Current metrics like PR count or passed tests fail to measure this "long-horizon" autonomy.
Related event: AI Agent Autonomously Codes for 22 Days on 1.8M-Line Repo(2 posts)→
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