2026-08-10

👑 Today's #1

For instructors now legally required to orally verify each student's written work: upload the essays and get per-student question cards anchored to specific paragraphs, self-scheduled 10-minute defense slots, and a signed PDF minute per session — a 30-student class prepped in about an hour instead of a lost weekend.

👑 Today's #1

A tiny GitHub App that scans incoming PRs and produces a one-page, machine-readable provenance+license verdict (and optional blocking check) in <1m so maintainers can safely accept external contributions.

Turns a student's submitted paper into a printable set of 8-12 paper-specific oral defense questions plus a scoring rubric in under 60 seconds, so instructors can run Denmark-style oral checks without writing questions by hand.

A self-hosted edge proxy that intercepts high-volume scrapers and feeds them synthetically generated, internally consistent fake data tables to waste their processing budget and protect your real database.

For projects that ban AI-written code: contributors run one local command while coding and every commit ships with a signed, publicly verifiable human-authorship attestation, so maintainers get evidence instead of an honor-system checkbox.