How my workflow changed once agents write the code: I plan and write specs, a fleet of Claude instances does the typing, and reviewing and merging stay with me.
#ai
An AI-native media intelligence platform run entirely through conversation. Built by one engineer, in production for a PR firm since May 2026.
Why I default to soft deletes: customers get an undo button, and an AI agent that goes rogue in your system can only ever do reversible damage.
My wife's PR firm tracked media coverage in a spreadsheet. I asked if they wanted something better. Two months later, Marquis went live.
I built a media intelligence platform for a small PR firm over two months. About three-quarters of it got written on my phone.
AI agents forget everything between sessions. One living spec file the agent reads on startup replaces the morning ritual of re-explaining the project.
I needed cross-region disaster recovery for DynamoDB. Built a config-driven CDK solution with AI in about an hour. The org adopted it by noon.
Twelve years of shipping software with nothing public to show for it. A record of what I built, what broke, and what AI changed about how I work.