Practical notes on building and deploying AI-assisted apps, published only after their claims and sources are reviewed.
An AI video interaction ID is not a version history
A Build Lab protocol for branching, reviewing, accepting, and tracing iterative generated video before a creative draft becomes a publishable asset.
A Build Lab protocol for branching, reviewing, accepting, and tracing iterative generated video before a creative draft becomes a publishable asset.
A Build Lab protocol for testing speakers, revisions, critical tokens, consent, and downstream effects before a voice transcript is allowed to change product state.
OpenAI’s latest influence-operation report shows how copied scholarship, false attribution, and cross-platform promotion can manufacture authority. This Build Lab drill tests the source graph before a small team publishes, recommends, or acts on it.
UI-Mate turns a recorded desktop run into subtask guidance instead of replaying coordinates. A Build Lab transfer test should prove that the procedure survives new data, layouts, app states, and safety boundaries.
One email a week. Methodology, raw numbers, and the templates we used.
Describe it, ship it to your own domain in one pass. Free to start — no card.