Thought leadership on engineering transformation, AI adoption, and building world-class engineering organizations.
Most organizations respond to shadow AI with bans that push usage underground. A better approach treats unauthorized AI adoption as a demand signal and channels it into governed, productive use.
Most governance frameworks were built for tools humans operate. Autonomous AI agents need something different. Here is a practical framework for bounded autonomy.
The Trivy/TeamPCP compromise is a wake-up call for CI/CD pipeline security. Here is a practical framework for hardening your pipeline tooling against supply chain attacks.
Most enterprise teams measure engineering metrics wrong. Here is how to fix your measurement approach and get insights that actually drive improvement.
A structured approach to AI tool adoption that goes beyond pilot programs. From governance frameworks to productivity measurement.
The hard-won lessons from migrating enterprise monoliths to microservices architectures. Spoiler: it's not about the technology.
A framework for CTOs evaluating AI coding assistants like GitHub Copilot, Claude Code, and GitLab Duo. Beyond the hype, what actually matters.
The most common organizational anti-patterns we see in engineering teams, and how to fix them before they kill velocity and morale.