Back to Vault
Agent Memory
Tier 3
MemoryLens
Summary
Observability and debugging for AI agent memory: instruments the memory pipeline (write, read, compress, update) to show exactly why an agent 'forgot' something. pip-installable with framework integrations.
Key Takeaways
- Instrument the memory pipeline like any other production system
- 'Why did it forget' becomes answerable with write/read traces
- Memory observability pairs naturally with run observability
Reliability Note
Open-source tool; concept applies to any memory stack.
Flows informed by this source
1Harness Engineering
Observability for Agent Runs
Instrument your agent like production software: traces, session replay, cost tracking, and failure analysis on open standards.
01Instrument spans across the loop
02Build session replay
03Track the economics
+1 more steps to Done
Best forbuilders who have shipped a basic app before
4 steps90-120 minutesIntermediate