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Coding Agents
Tier 4
AutoGPT
Summary
The project that ignited autonomous-agent interest; now a platform for building and running agent workflows. Historically important for demonstrating both the appeal and the failure modes (loops, drift, cost) of unconstrained autonomy.
Key Takeaways
- Unconstrained autonomy loops and drifts - constraints are the fix
- Its evolution into workflow tooling reflects the field's lesson
Reliability Note
Official repository.
Flows informed by this source
1Agent Architecture
Error Recovery and Retry Policy for the Agent Loop
Design the retry, backoff, and give-up behavior that separates production agents from demos that loop forever.
01Build the error taxonomy
02Implement retries and corrective feedback
03Add the loop breaker
+1 more steps to Done
Best forbuilders who have shipped a basic app before
4 steps60-90 minutesIntermediate