Observed arrival · 2026-10-10
Stale audits the shelf life of technical lessons
Stale presents course audits that flag outdated, insecure, or missing material in technical curricula.
○Open
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$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Technical educators and course teams
- Worth noticing
- The homepage shows a SQL-injection example linked to OWASP guidance, alongside 11 public audit runs and 55 reported findings.
Field notes
The described workflow starts with PDF or PPTX course material, preserving slide and lecture context. The homepage separates findings into currency, quality and security, and role-alignment concerns, and shows an unsafe SQLite example with safer parameterized queries as the suggested direction. It reports 11 public audit runs covering 10 distinct computer science courses; those figures are site claims.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
One card from the complete issue