From JIRA intake to PRD generation, task decomposition, and code delivery — how a structured knowledge base turned Copilot into a force multiplier for our whole team.
Blog
Notes on engineering leadership, consumer payments at scale, and AI-assisted development.
2025
What it actually took to bring a consumer payments platform used by a million people a day into full compliance — and why it made the product better for everyone.
Building self-service release tooling that deleted manual deployment steps and gave every engineer control over their own rollouts.
2024
Scale changes how you think about everything — testing, rollbacks, analytics, and the discipline of post-release support.
Automating CDN artifact publishing and release validation so deploys became boring, repeatable, and fast.
Raising code quality and delivery velocity by investing in people — the practices that worked, and the ones that didn't.