DevAI & Software Systems

System architectures, agentic CI/CD pipelines, autonomous developer tooling, and shipped production applications.

Agentic Tools & Architecture Deep Dives

AI Experiments (In Progress)

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.

VersionTruth: Fix Version Hallucinations in CI

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.

Visual Impact / UX Audit

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.

Automating PR Reviews with Gemini & GitHub Actions

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.