Posts

Code review for the AI era. Five concrete shifts, anchored on the principles that didn’t change. PR template and reviewer prompt included.

A simple Slack convention - structured message prefixes - turned chaotic async discussions into clear, searchable, and accountable decision-making.

A hands-on guide to building a saga orchestrator from scratch in Python, ending with a live dashboard that visualizes transaction flows in real time.

Five ownership gaps that silently kill projects - and the questions to ask before writing a single line of code.

A mysterious memory leak in production turned out to be caused by a bug in the OpenTelemetry Python library that only occurred in serverless environments, not during local testing.