Shape the self-learning loops in our SDLC: the evals, telemetry and feedback that turn production signals into better agent context, tooling and tests.
Embed security assumptions at the architecture level, designing and implementing defense-in-depth for critical modules to reduce single points of failure and ambiguous trust boundaries.