Resources
Everything you need to run the method yourself.
No email walls, no gated downloads, nothing that asks who you work for. If you use these and never talk to us, that is a reasonable outcome.
20 questions · 6 minutes
Preflight Self-Audit
Score a course you already own across five dimensions, and see which critical issues you can already spot yourself. Runs in your browser; no email required.
Open →Six readings, one paragraph
Meet the Panel
Seventy-four words from a course we audited, and what each of the six synthetic learners said about it. Five find different problems; one passes cleanly.
Open →Real courses, full findings
Published runs
Every Preflight we have run against a course we did not author: the findings, the evidence, the verdict and a ranked remediation plan.
The guide
Completion Isn't Capability
Why completion became the default metric, exactly what it hides, and what is worth measuring instead. The argument behind everything we do.
73 packages · 46.6% shipped with no editable source
The Trapped Library Study
Seven public-sector publishers, audited against predictions and falsification conditions we published before opening a single package.
Going deeper: the scoring rubric, its cut lines and its limits · the evidence behind every check