- Stop relying only on logs
- Start tracking decision flows
- Design tool outputs with explicit meaning
- Treat control flow as partially deterministic
- Continuously align system state with model understanding
You’re not debugging functions anymore.
You’re debugging behavior over time.
Final Thought
The hardest bugs we’ve seen in agent systems weren’t visible in logs.
They lived in the gap between:
- What actually happened
- What the model thought happened
Until you can observe that gap, you’re not really debugging.
You’re guessing.