Translating Technical Debt
What technical debt actually means, and how to explain it to someone who doesn't write code An engineer asks for two sprints to "pay down technical…
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We Automated RCAs. The Real Value Was the Big Picture.
We Made Bug Tickets Write Their Own Root Cause Analysis. The Value Wasn't the RCAs — It Was What They Became in Aggregate. 🚀 Every bugfix now ships…
Rescue or Rebuild Legacy Software? A Five-Factor Decision Guide
Should you rescue legacy software, rebuild it, or take a hybrid path? The wrong answer is expensive. Rebuild too eagerly and you throw away years of…
Many Are Building Cathedrals on Quicksand
Many Are Building Cathedrals on Quicksand The foundations of AI development shift every quarter. These are the architectural choices that outlast th…
When Your Codebase Starts Slowing You Down...
Every developer knows the feeling. You open a ticket that looks simple. A small change. Maybe one endpoint, one validation rule, one extra field. Th…
Fast Deploy Decisions: Team Stress and the Edge of Debt Accumulation
In the software world, the concept of "fast deploy" is often perceived like a magic wand. Everyone wants to release code faster, deploy to productio…
Software Moats in the Age of AI: What's Actually Defensible?
Software Moats in the Age of AI: What's Actually Defensible? Why the "AI writes code now" narrative misses the point—and where competitive advantage…