Technical Debt Is a Strategy, Not a Failure
Reframing technical debt as a deliberate choice rather than a sign of poor engineering practices.
Perspectives
Long-form thinking on technology leadership, systems design, and the principles that guide our work.
We're working on these perspectives. Check back soon.
The safest way to introduce AI into your workflow is through TDD. Write the test (Process), let AI pass it (Speed). Here's how we approach AI-augmented development.
Manual audits take weeks. We combine AST parsing with AI-assisted analysis to map dependencies, surface risks, and identify quick wins in days.
Relying on one genius is bad process. Here's how to build systems that allow average developers to do extraordinary work.
When 40% of your code is AI-generated, your review process needs to change. Focus shifts from syntax to logic and security.
A process for keeping docs alive — including how to use agents to auto-update documentation from PRs.
Why boring deployment days are the hallmark of a mature engineering team. Predictability is a feature, not a bug.