Author: Jon Jones

The honest readiness test has nothing to do with your tools. It is one question about the last step in the workflow — and here are 299 receipts showing what happens when you get it wrong.

The Tinify API cut this morning’s featured image by 75.6%. The more useful trick: one free call that tells you how much monthly quota you have left before you spend a cent.

Content decay is not a slow fade in traffic. It is the day an upstream vendor change makes a still-ranking post quietly false — with two of my own June sentences as the receipt.

Your agent reported 96 open tasks. The real number was 664. Today’s tip: a round number is a page cap until proven otherwise — make your agent follow pagination before it believes itself.

AI agent prompt engineering is the part everyone obsesses over and the part that almost never breaks. Here is what actually failed in my fleet last week.

My agents reported success nine days running while nine posts went nowhere. Here is the 5-minute AI agent delivery check that catches silent failures.

Reliability isn’t reversibility. Three shortcuts that let me undo AI agent changes in ten seconds: timestamped backups, sidecars over template edits, and logging the undo.