Archive - The H-Edges

AI Is Powerful. Workflows Are Fragile.

AI Doesn’t Break the Model — It Breaks the Workflow Holding It Together

Jun 8 • Don Demcsak

Start Here: The H‑Edges Starter Kit

A practical introduction for the humans who keep AI aligned with reality.

Jun 7 • Don Demcsak

March 2026

Coming soon

This is The H-Edges.

Mar 17 • Don Demcsak

#nojs-banner { position: fixed; bottom: 0; left: 0; padding: 16px 16px 16px 32px; width: 100%; box-sizing: border-box; background: red; color: white; font-family: -apple-system, "Segoe UI", Roboto, Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol"; font-size: 13px; line-height: 13px; } #nojs-banner a { color: inherit; text-decoration: underline; } This site requires JavaScript to run correctly. Please turn on JavaScript or unblock scripts