Doctrine, agent tooling, media platforms, security posture, and infrastructure that keeps the lights on.
Public engineering handbook at claxx.gg — 26 principles across 11 sections for shipping software that doesn't haunt you. Stack-agnostic doctrine distilled from production governance (evidence over assertion, gates that can fail, no author audits their own output). Served as an assets-only Cloudflare Worker on the apex. Not a starter template — doctrine.
GitHub notification triage tool that cuts through the noise. Subscribe to exactly the workflows, PRs, and issues you care about — get real-time push notifications for those and nothing else. Supports regex pattern matching, failures-only mode, quiet hours, and single-run watching. Built on Nuxt, Supabase, and the Web Push API.
Years of production security work made public as craft: Disney Tier-0 media controls, TPN / SOC 2 evidence discipline (confirmed prod vs source-defined vs honest non-claims), OIDC IdP design, credential hygiene, adversarial deep-reviews of inherited systems, and GitHub / supply-chain governance. The same posture now underwrites agent harnesses — AI that can be audited, not just demoed.
Led a comprehensive audit of cloud infrastructure spend, identifying $180K+ in annual savings opportunities. Implemented right-sizing strategies for RDS instances, ECS task definitions, and S3 lifecycle policies — all without degrading performance. In many cases, performance improved significantly alongside the cost reductions.
Designed and built the video transcoding and quality control pipeline at Blu Digital Group — processing terabytes of media content monthly for major entertainment studios. Built on AWS ECS, Lambda, and S3 with custom orchestration for frame-accurate QC workflows.
Architected the content metadata sharing system at Pluto TV during its hypergrowth phase. Built AWS Lambda functions for third-party search engine integration, designed content availability date systems, and wrote complex MongoDB aggregation pipelines for the publishing workflow.
Achieved up to 99% query performance improvements across a multi-tenant Laravel application serving enterprise clients. Designed composite indexing strategies, rewrote critical query paths, and implemented query analysis tooling across tables with millions of rows handling thousands of daily queries.