Self Sustaining LMS
Built for: Insurance/AI start-up | Built in: March, 2026 | Stack: Next.js, Supabase, Anthropic API, Python
A tool to train GTM teams on a complex and rapidly evolving product. Front loaded with handwritten context / skills, connected to codebase and programmed to recognize meaningful product changes and auto push functional training to the relevant team members.
Architecture diagram:
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Handwritten course content in markdown passes a preflight gate into the LMS, where the database itself decides certification as people complete modules and quizzes; training is auto-assigned by role. In a loop alongside, the product repo's changes are detected by a sync that flags stale training and pushes updates; the automatic re-certification piece shipped frozen and is marked as such.
Public repo to build your own: github.com/liorjschinagel-sudo/lms-starter