notjustapm.dev
Thoughts on leadership, AI, and building things that work.
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Certifications are not just resume decorations. Here is the deliberate credential stack I am building and why each piece matters for AI-era program leadership.
Releasing AI features requires governance mechanisms that go beyond traditional release management. Here is the framework I use for enterprise AI releases.
Managing program budgets at the million-dollar scale requires different discipline than smaller projects. Here is how I approach financial governance for enterprise programs.
I designed a custom AI agent for spec-driven development that reduces requirements-to-code cycle time. Here is the approach and what we learned.
The Engineering Intelligence Platform I built is now serving 300+ team members. Here are the technical and program management lessons from scaling an internal tool.
I manage 50+ engineers across onshore and offshore teams. Here is what actually works for distributed delivery at scale.
The NIST AI Risk Management Framework is one of the most practical governance tools available. Here is how I apply it to enterprise AI programs.
I recently obtained the Claude Certified Architect — Foundations credential from Anthropic. Here is why I pursued it and what it taught me about AI systems design.
Performance testing is not just an engineering task. Program managers who understand load testing, caching, and latency benchmarks deliver better outcomes.
Most retrospectives are performative. Teams talk, nothing changes. Here is how I run retrospectives that produce measurable improvement.