The Diff Never Had a Price

The agent pitch prices a change by what it costs to produce. A validated GxP system never priced changes that way, and the regulated world already renegotiated the real price once, before agents showed up.

July 26, 2026 · 3 min · Joe Capozzoli

You're Required to Delete This

Storage is cheap, so the instinct is to keep everything. In a regulated shop that instinct is a second way to be out of compliance, because some records you’re required to destroy on a clock.

July 23, 2026 · 3 min · Joe Capozzoli

Every Request Weighs the Same

An internal platform has no price, so it can’t rank the work fairly and it can’t refuse anything cleanly. Every ’no’ turns political, and the roadmap ends up set by whoever escalates best.

July 21, 2026 · 4 min · Joe Capozzoli

Generation Got Cheap. Review Didn't.

The pitch for autonomous coding is a multiplier on how fast you write code. But writing was never the part a human has to stand behind, and the part they do stand behind got no cheaper, and probably got worse.

July 18, 2026 · 4 min · Joe Capozzoli

The Author You Can't Ask

Run git blame on a line an autonomous agent wrote and it points at a service account. The commit is spotless. The one thing debugging actually needs, a person who remembers why, already exited.

July 14, 2026 · 3 min · Joe Capozzoli

The 410 You Can't Send

A public API can force you off an old version by making the endpoint go dark on a date. An internal platform has the same compatibility burden and no way to ever pull that lever, so nothing it ships ever gets retired.

July 12, 2026 · 3 min · Joe Capozzoli

The Answer Has No Audit Trail

Your audit trail proves the raw record wasn’t tampered with. It says nothing about which definition turned that record into the number you put in a deck, and definitions move.

July 9, 2026 · 3 min · Joe Capozzoli

Agents Don't Read the Glossary

When an agent generates a query, it binds to the column name, not the steward’s definition. A misleading name used to be a nuisance a new hire tripped over once. Now it’s a hazard that ships the wrong number every run.

July 2, 2026 · 3 min · Joe Capozzoli

Nobody Chose Your Platform

An internal platform’s adoption chart looks like a vote and isn’t one. When the teams on it had nowhere else to go, the number everyone reports up means almost nothing, and the most captive consumer of all is the app you built it for.

June 28, 2026 · 3 min · Joe Capozzoli

The Property I Left Off the Stack

Months ago I listed what a system needs before an agent can run unattended and treated the list as finished. It wasn’t. A stop button handles the runaway. It does nothing for the run that dies on step nine of fourteen.

June 26, 2026 · 4 min · Joe Capozzoli