A toolkit for serving up gourmet software
Built for solo developers, student projects, startups, and growing product teams. Learn from real shipped codebases and launch with fewer blind spots.
Deep repo analysis
Break down real SaaS codebases into the modules, architecture choices, and hotspots that matter before you copy a pattern.
Core modules
Hover previewHotspots
52%
Deep repo analysis
Solo devStudentsStartup teamsEngineering orgs
Proven SaaS playbooks, ready to ship
Academy walkthroughs, case studies, and AI snippets that turn shipped code into lessons.
AcademyCase StudiesAI Snippets
Guided lesson flow
Prompt: learn Next.js + Drizzle
SnippetWalkthroughCase study
Output: Vercel + Postgres
Momentum signals
See which repositories are actively improving, where the energy is going, and whether a product pattern still looks worth adopting.
Security-aware patterns
Spot how production teams handle auth, billing, and other sensitive product surfaces before you ship your own version.
Auth flows
Billing logic
Security-aware patterns
AI + Actions intelligence
Analyze AI stack configs and GitHub Actions workflows to ship faster with fewer pipeline surprises.
AI configs
provider: gateway
model: claude-sonnet
Actions workflows
- 1Install
- 2Typecheck
- 3Deploy
Pipeline pulse
−22% failuresType-safe shipping guardrails
See typed patterns that keep auth, billing, and data changes safe.
contract.d.ts
1export type Session = {
2userId: string; plan: "pro" | "free";
3};
Confidence checks
100% typedTyped APIsSafer refactors