Blog

Thoughts on AI, Engineering & Technology

March 7, 2026

Building a Two-Agent AI Workflow for Customer Support Operations

A practical walkthrough of my two-agent setup with concrete examples: role files (SOUL/agent prompts), request-to-PR flow, monitoring, and human-in-the-loop checks.

AI Agents Claude Codex Automation Observability Incident Response PR Workflow System Design
February 12, 2026

I Reverse-Engineered a 20-Year-Old Disc Changer Before FireWire Dies Forever

I had a 200-disc Sony changer in my trunk destined for recycling. Then macOS killed FireWire support and Claude proved it could reverse-engineer the SCSI protocol. Two repos and an afternoon later, 30 years of optical media are safely on my NAS.

AI Reverse Engineering macOS Digital Preservation Claude
August 13, 2025

Optimizing Claude Code: The Power of Well-Maintained CLAUDE.md Files

Learn how to supercharge Claude Code's performance by maintaining up-to-date, localized CLAUDE.md files. Discover best practices for context management and project-specific instructions.

Claude Code AI Optimization Documentation Developer Productivity
August 11, 2025

YOLO Mode: Why I Let AI Agents Run Wild (With Structure)

How I ship products in days, not months, by combining Claude's --dangerously-skip-permissions with structured workflows and treating AI as my engineering team.

AI Workflows Claude Agent OS Productivity Software Architecture AI Agents Automation
July 25, 2025

Writing Software with AI Agents: A Deep Dive into Claude Code

Exploring how Claude Code transforms the development workflow - from rapid prototyping to production-ready applications, and the lessons learned along the way.

AI Claude AI Agents Software Development
July 10, 2025

Building Production RAG Systems

A deep dive into building scalable Retrieval-Augmented Generation systems, from vector databases to deployment strategies.

AI RAG LLMs