Turn guides into interactive walkthroughs with step analytics
Step-level analytics pinpoint exactly which instruction kills onboarding conversion.
Turns pull requests into guided walkthroughs
PR review slideshow ordering by dependency, not filename—genuinely rethinks code review UX.
Code reviewers, engineering teams, pull request authors seeking better code comprehension
GitHub's native PR review · Coderabbit · Onboard.dev
Step-level analytics pinpoint exactly which instruction kills onboarding conversion.
Auto-generates Playwright interaction scripts from diffs to post visual GIF demos on PRs.
Per-step analytics identify exactly where docs fail, beyond simple page views.
Surfaces decisions on PRs, but tooling assumes decisions are documented—doesn't solve the core problem.
Prompt-engineering humor at scale is genuinely hard; execution is slick, but novelty has expiration date.
Interactive Karpathy lecture visualizer when static blog posts already explain this.