Keeping Orchestration in Your Code, Not Your Prompt
A reflection on where coordination logic should live when building AI assistants into production systems — and why application-layer orchestration beats prompt-driven coordination.…
The Quiet Work of Removing Feature Flags
On removing feature flags that had outlived their purpose. Not glamorous, but this kind of cleanup is what keeps a codebase navigable over the long run.…
What adding an AI layer taught me about type ownership
Adding an AI layer to existing services surfaced something I'd been quietly ignoring: schema drift. Here's what fixing it actually looked like.…