The Series
Field notes from a daily practice with AI coding agents. Patterns, tools, sharp edges. Evidence-based, no fluff.
Shipping awesome.video: 2,365 Resources, Built Mostly by Agents
A curated directory of video-development resources is now live. It took 1,185 commits and thirteen months, and coding agents wrote or drove most of them. Here is the honest recap.
The Machine That Writes These Posts
A content pipeline of 24 commands and 11 skills mines my sessions, drafts the post, and refuses to let any machine click Publish. This one was made by it.
Auditing the Agent: Mining My Own Sessions to Catch 27 Mistakes
The agent's session transcripts are a labeled record of every time it diverged from what I asked. So I mined them — and made it grade its own work.
LinkedIn Has No Pulse API: Designing a Pipeline Around a Manual Gate
The publisher fires LinkedIn feed posts on its own. It cannot create a Pulse article. So I built the whole content OS around one irreducible human paste.
What we ship
ValidationForge proves that code works. Anneal proves the plan works before any code gets written. Two flagships, both production-grade. The other cards are companion tooling from the series.
Get the next field note before it ships.
4,206 engineers, operators, and weirdos. No spam, ever.