Shape the self-learning loops in our SDLC: the evals, telemetry and feedback that turn production signals into better agent context, tooling and tests.
Oversee and to perform thorough testing and validation of software components to ensure reliability, safety, and performance under various operating conditions.
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.