System architectures, agentic CI/CD pipelines, autonomous developer tooling, and shipped production applications.
Product Development
Real-time Web Bluetooth HR telemetry synchronized across multi-client sessions via WebSockets, featuring dynamic zone calculations, Spotify SDK automation, and workout analytics. Originally prototyped in 2020 for remote training, HRM's v2 rewrite served as the foundational testbed for [RepoAuditor](https://repo-auditor-ai.vercel.app/) and autonomous CI/CD PR review guardrails.
DEVAI TOOLKIT
I engineered a live, open-access agent orchestration platform for automated repository audits and health monitoring. Implemented multi-model PR reviews, custom rule constraints, and autonomous triage workflows accessible to any GitHub developer.
Product development
I built a West Coast Swing community platform and active testbed for RAG pipelines and LLM-assisted content workflows currently in development. Includes SEO-optimized publishing, analytics, and experiments with Printful API integration for automated merch listing generation.
2026-08-15 | Tags: ETL, WCS Scraper, Printful API, LLM, RAG, Automation, Visual Testing
A collection of custom dev tools, background ETL pipelines, and automated UI testing workflows I am currently building.
2026-07-10 | Tags: automation, ci, dependencies, ai, NandaHack, Agent Skill
A step-by-step technical guide and reference report on building and deploying VersionTruth: a real-time ground-truth registry lookup API and agent skill for hallucination mitigation.
2026-06-19 | Tags: Playwright, CI/CD, UX Audit, Dependency Graph, Automation
How I built a semantic visual impact analysis pipeline using dependency-cruiser, Playwright screenshot diffing, and automated severity scoring.
2026-05-10 | Tags: DevOps, AI, Gemini, GitHub Actions, MCP, CLI, Boomtick
A comprehensive deep dive into the Boomtick DevAI ecosystem—featuring a dual-layer architecture with boomtick-mcp for agentic tool calls, td-cli for deterministic fallbacks, and Gemini-powered PR review pipelines.
2026-05-01 | Tags: React, Web Bluetooth, WebSockets, Spotify API, DevAI Testbed, Telemetry