Adaptive · ADP
Reflector
Causal failure analysis for strategy adjustment — the gap between "it failed" and "it failed because...".
- Addresses
- Causal learning — the gap between observing failure and understanding its root cause.
- When it stabilizes
- When an agent repeatedly fails the same task, when success rates drop over time, or when the environment changes and old strategies break.
- Example
- A Reflexion node appends a causal critique to memory after every failed run, tagging the root cause so the planner can avoid the same decomposition next time.
Keep exploring