Subscribe
Sign in
Home
Notes
Archive
About
Latest
Top
Discussions
The H-Edges Pattern Drop: The AI Drift Guard
A simple pattern for preventing drift in multi‑step workflows
Jul 23
•
Don Demcsak
The Loop: Human → Protocol → AI → Human
The canonical H‑Edges pattern
Jul 20
•
Don Demcsak
4
3
Pattern Drop: The Mini‑Protocol Template
The Smallest Repeatable Unit of AI Governance
Jul 16
•
Don Demcsak
Workflow Builders Are the New AI Governors
The People Who Fix the Workflow Are the Ones Governing the AI
Jul 13
•
Don Demcsak
1
Pattern Drop #5 — The Silent Logic Drift Test
How to Catch the Exact Moment Your Workflow Quietly Stops Making Sense
Jul 9
•
Don Demcsak
1
The Hidden Cost of AI Chaos in Real Workplaces
AI doesn’t break loudly. It breaks quietly - and that quiet damage is expensive.
Jul 6
•
Don Demcsak
1
Pattern Drop #4 — The Console Drop Protocol
The Moment a Workflow Hands Control Back to a Human
Jul 2
•
Don Demcsak
June 2026
If You’ve Ever Automated a Workflow, You’re Already a H‑Edge
Why builders, fixers, and citizen developers are already practicing the craft of governing AI
Jun 29
•
Don Demcsak
Pattern Drop #3 — The Boundary Condition Checklist
How Humans Keep AI Inside the Lines
Jun 25
•
Don Demcsak
1
Introducing the H‑Edges: The Humans Who Govern AI at the Edge
Where AI Stops Being a Suggestion -- and Starts Making Decisions
Jun 22
•
Don Demcsak
2
1
Pattern Drop #2 — The Guessing Zone Detector
Where Workflows Break, and How Humans Keep Them Honest
Jun 18
•
Don Demcsak
Pattern Drop #2: The Guessing Zone Detector
Because the model is confident even when it has no idea what it’s doing
Jun 18
•
Don Demcsak
2
1
This site requires JavaScript to run correctly. Please
turn on JavaScript
or unblock scripts
