ebizapple
-
Most Multi-Agent AI Failures Aren’t Model Failures
A Berkeley study puts 36.9% of multi-agent failures on communication, not models. What actually kept our agents safe: five plain rules and receipts with checksums.
-
Post-SEO: When Ranking Stops Mattering, Inclusion Is the New Position #1
Ranking is fading as the game. What we found building for AI answers: entities over backlinks, inclusion over position, and five metrics that replace CTR and…
-
The SymPy skill: exact symbolic math for AI agents
Most numbers an AI agent touches are approximations. Ask for the square root of two and you usually get 1.4142… — close enough, until it isn’t.…
-
Crocoblock & JetEngine for AI-Built WordPress: A Verified Field Guide
Crocoblock is the data engine that makes WordPress AI-buildable. This is our working reference — distilled from a six-volume internal research series and verified against live…
-
What a Green Checkmark Doesn’t Prove
A step reported success and moved on. When we read the result back, the field it set was empty. A success confirms the request was accepted,…
-
We Never Trusted a Check We Hadn’t Watched Say No
We trusted our AI reviewer’s scores for weeks before we ever watched it reject anything. So we fed it drafts we knew were bad. One confidently…
-
We Rebuilt the Same Skill Four Times. Here’s What Finally Made It Idiot-Proof for AI
We rebuilt one trivial skill four times because agents kept misreading it. Here are the five ambiguities we found, and the rule that finally made it…
-
We Stopped Writing Advice and Started Documenting What Broke
Our early articles gave clean advice and a strict reviewer kept scoring them mediocre. The fix wasn’t better advice. It was showing the experiment instead of…
-
Why AI Writing Has the Same Shape Every Time
Every article our system wrote had the same skeleton: a hook, three points, a tidy summary. Breaking that shape did more for sounding human than any…
-
Why a Model Can’t Grade Its Own Writing
One model gave its own prose a clean bill of health. That was the moment everything changed. We had a model write articles and then grade…