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Scott Mallinson

Thoughts, stories and ideas.
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The Quiet Work of Removing Feature Flags

By Scott Mallinson in engineering on 29 May 2026

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

By Scott Mallinson in engineering on 25 May 2026

Adding an AI layer to existing services surfaced something I'd been quietly ignoring: schema drift. Here's what fixing it actually looked like.…

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