
How to Build a Remediation Agent That Closes Its Own Issues
TL;DR A remediation loop needs only three parts: a scripted harness, one coding agent,...
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TL;DR A remediation loop needs only three parts: a scripted harness, one coding agent,...
Both models passed the tests. Both rewrote a function that was sitting in their own prompt, twenty...
This week I worked on two things that ended up being really connected to each other: an end-to-end...
Tech debt is not a moral failing - it is a loan. Every shortcut you shipped bought speed that day and...
The relationship between scalability and technical debt, how they compound over time, and the strategies that work to manage both.
Every system I have worked on carried a graveyard, a set of features that were built with enthusiasm,...
Every time I tried to explain technical debt to a business leader early in my career, I watched their...
The industry's currently obsessed with how fast we can generate code. Every morning in our...
There's a specific kind of silence that hits Microsoft Teams about ten minutes after a high-profile...
Tech debt isn't just a number; it's a mindset. Regularly assess your codebase for 'quick fixes' that...
Ignoring tech debt is like ignoring weeds in your garden. Tackle them early, or they’ll choke your...

Platforms don't fail with a bang — they drift into fragility, one stale version at a time. Here's the...