Playbook

A red-team playbook for retrieval-augmented agents.

The evaluation harness our clinical AI practice uses to stress-test a retrieval pipeline before it goes in front of a clinician. Open-sourced sample, with the threat model included.

AI Practice 15 min read

A retrieval-augmented agent has more failure modes than a plain LLM call. Not because the model is worse — because the surface area is larger. This is the harness we run.


Bring us the problem

Tell us where the system is breaking.

The first call is with an architect, not a salesperson. Send a brief and we'll bring a working example to the second call.