AI Didn't Break the Senior Engineer Pipeline. It Showed That One Never Existed.
Most organizations didn't have a model for developing engineers. They had an environment that produced growth by accident. AI just made the luck run out.
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A personal blog
Latest posts
Change Intent Records: The Missing Artifact in AI-Assisted Development
Git tells us what changed. ADRs tell us why we chose an architecture. But when AI writes the code, we need something new: a record of intent.
Agents Done Right: A Framework Vision for 2026
Agents choke on context, loop on failures, and dump walls of code for review. It's time to rethink the architecture.