2026
Live demo
Runbook Relay
A deterministic incident-response control room where a human and an AI agent share evidence, approval state, and an audit log.
WebMCPhuman approvalagent controls
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Projects
Selected systems, learning labs, and open technical work with inspectable evidence.
Each project answers four questions: what problem it addresses, what I owned, what changed or was learned, and where the proof lives.
2026
Reference lab
Mistral Reliability Lab
An inspectable Python reference for bounded tool use, provider switching, resilience, observability, and deterministic evaluation.
MistralOpenTelemetryPython
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