Writing
Notes from the trenches.
Field notes on AI engineering, platform engineering, and leading large-scale technology transformation.
Moving GenAI from POC to Production: What Actually Breaks
Enterprise GenAI demos are easy. Production is where governance, evaluation and reliability either hold — or don't. Notes from scaling AI tooling to 30,000+ users.
September 10, 20266 min read
GenAIPlatform EngineeringEnterprise AI
Cutting Infrastructure Provisioning from Days to an Hour
A field note on automating JIRA-driven provisioning and access management — and the organizational change management that mattered more than the code.
July 22, 20265 min read
DevOpsAutomationSRE
What 16 Years in Infrastructure Taught Me About Building AI Platforms
Model capability is the easy part. Production reliability, security and economics are what separate a prototype from a platform — lessons carried over from SRE and cloud infra.
May 2, 20267 min read
CareerAI PlatformsSRE