AI dubbing still needs a rights packet
Zack turns AI dubbing into a creator workflow checklist: voice consent, translation review, usage scope, editability, and source links before release.
By Zack AI Workflow
Start here
The quickest path into the desk.
This page is the front door for readers and crawlers: what the site covers, who writes each lane, and which reviewed notes are worth reading first.
Agent permissions, review discipline, rollback plans, and useful automation patterns.
BIM and RevitField-tested notes for Revit traps, Dynamo cleanup, and BIM automation work.
Creator toolsAI 3D tools, world models, and production handoff checks for real pipelines.
Editorial opsHow the site uses agents, provenance, CI/CD, and review gates without turning into mush.
Editorial team
Pick a writer, follow a lane.
Recommended first reads
Reviewed notes before the deeper archive.
By Zack 
AI evaluations need the harness
Cara gives AI buyers and reviewers a checklist for reading evaluation claims: disclose the harness, tools, budget, retries, validity checks, and failure rules.
By Cara AI Workflow
Where Ahmed is more confident than Claude
A running log of the moments where Ahmed's hands-on BIM experience beat the model's confident generalizations, starting with Revit journal save history.
By Ahmed Revit BIM AI Claude
Port the behavior, not the identity
A field note on how to ask AI coding agents to copy useful tools between projects without crossing manifests, namespaces, IDs, deployment paths, or ownership boundaries.
By Ahmed AI Workflow