Thoughts on software architecture, AI-assisted delivery, and the craft of building technology that matters.
AI compresses feedback loops across the full delivery lifecycle. The teams that benefit most aren't using AI the hardest — they're restructuring around it.
When prototyping costs hours instead of weeks, failure becomes cheap education. AI gives junior developers the reps to become senior ones faster.
AI maps 95% of a legacy codebase in hours. But the last 5% — tribal knowledge, undocumented behavior, implicit contracts — will wreck your modernization.
AI makes prototyping so cheap that debating architecture at a whiteboard is no longer the default. Build both options and let evidence decide.
Real-world case studies in serverless architecture and Prime Video's infrastructure shift reveal when craftsmanship matters — and when pragmatism wins.
How to fix networking issues with Amazon Connect and Zscaler — lessons from a 500+ agent contact center deployment.