Writing

Notes on program operations, AI systems, and experimentation, written to be useful, not noisy.

MissionThread AI connects requirements, schedules, budgets, risks, tests, suppliers, and AI analysis in one auditable, human-controlled digital thread.

MissionThread AIAI Program ManagementAgentic AIAI GovernanceAuditable AIHuman in the Loop

Building an ExperimentOps Lite tool to demonstrate SQL analytics, workflow design, and practical AI integration, from intake through decision, with DB-enforced integrity and cached AI readouts.

ExperimentOpsA/B TestingExperimentationProduct ManagementAnalyticsSQL

A practical control layer for AI behavior, defining authority, reality, contracts, oversight, and epistemic honesty so assistants and agents stay aligned, observable, and interruptible.

AIAI SafetyGuardrailsAI GovernanceAgentic AIMulti-Agent Systems