A year in review: VoiceCommit born on a California trail, BlackOps built from staycations, a blog post written inside Magic Kingdom, and Spotter's three-build weekend sparked by an email read on vacation.
Reply-guy culture says volume wins. I run each Hunt as a live search on X; BlackOps scores the results, drafts only the replies that stand on something I actually wrote, and I send every one myself.
Everyone asks if AI will replace them. The better move: replace yourself on purpose. What I automated, the numbers behind it, and the playbook to start.
Last year I predicted the future dev team: one senior engineer and an army of AI agents. Tonight, from a phone at Epcot, I watched 10 AI agents run a standup, find production bugs, debate priorities, deploy fixes, and verify them. The prediction is no longer a prediction.
A great video just described the AI development revolution happening right now. I've been writing about it — and building it — for months. Here are the receipts.
Instead of shouting into the void, I built a system to notice patterns in real conversations using OpenClaw to measure real product-market fit signals.