Why I’m Betting on a Minimal Agent Harness
Pi 1.0's own release notes claim a 40% prompt-token cut from Codemode. Here's the arithmetic I'd run before trusting a minimal agent harness.
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Half My Agent’s Budget Goes to Checking Its Own Work
I built the quality gate last, in an afternoon, as the cheap safety rail. Then I added up the API bills by phase. Across four runs it took 51.5% of…
I Rewrote the Test Until My Writing Passed It
Five commits in four days, every one adjusting the grader that judges this blog's drafts, every one triggered by a verdict I…
The Bug Was Reproducible. My Logs Weren’t.
A post on this site ended in a raw API payload for 151 days. Fixing it took two minutes. Explaining it took…
Credential Scanners Are Wearing Crawler Costumes
71.9 percent of traffic claiming to be Googlebot was hunting for .env files. Of 13,670 credential probes wearing a named crawler user…
Crawled, Indexed, or Cited: How to Read AI Traffic in Your Server Logs
Training, indexing, and live answering are three different things happening to your site. Here is how to tell them apart — and…
I Tried to Replace a Startup Team With Three AI Agents. Here’s What Happened in Week One.
431 commits. 31 live leaderboards. About 245 outbound emails. $0 in revenue. The code was not the interesting part. I’ve spent a…