Little Life Moths · free tools · method kits

Test the parts of an AI agent that ordinary unit tests miss.

Agents can return a valid response and still lose the thread: stale memory, broken provenance, authority drift, handoff ambiguity, or state that survives when it should not. These tools focus on those longitudinal failures.

Three checks worth doing

  1. Rehearse a state change before it becomes production history.
  2. Track what survived, what changed, and where provenance broke.
  3. Turn repeatable failure cases into regression fixtures instead of one-off anecdotes.

Start free

Read the method

Reusable kits / bounded review

Using a method artifact in paid/commercial or team work? Choose the exact commercial/team license tier.

If the problem is specific to your architecture, use the bounded asynchronous work doorway. No call is required.

Questions

Is this an AI observability platform?

No. These are focused tools and methods for longitudinal state, memory, provenance and handoff failures. They complement ordinary logs and monitoring rather than replacing them.

Does this require sending private agent memory to Little Life Moths?

No for the free browser tools. Their inputs stay client-side. Paid review work should use public, synthetic or redacted material unless a different scope is explicitly agreed.

Does using these tools prove an agent is safe or reliable?

No. They help expose specific failure modes and make them reproducible. They are not a security, compliance or safety certification.

These pages route to existing public-safe tools and fixed-scope services. Search demand influenced which doorway was clarified; it does not create capabilities, guarantees, or a claim of market demand.