Why spec-driven development and structured folder architecture are the missing infrastructure for AI-assisted engineering — methodology, common mistakes, and where to start. Read more →
A practitioner's review of Doug Kerwin's Enterprise Vibe Coding Playbook — why AI as a thinking partner, not a replacement, is the framework enterprise engineering teams need. Read more →
Designing cross-region workflow orchestration that holds across Dublin, Seattle, San Jose, and New York — self-service platforms, SLA definitions, and AI-native execution infrastructure. Read more →
How I owned and evolved enterprise MFA platforms serving tens of thousands of employees — from the RSA Self Service Portal to QR Code-based provisioning and mobile authentication. Read more →
How I built and drove adoption of unified monitoring standards across enterprise fleets at Amazon and Prudential — from alerting baselines to org-wide observability. Read more →
An introduction to the blog — reflections on infrastructure monitoring, platform leadership, and building systems that empower organizations to innovate safely at scale. Read more →