ClipFinder · clipfinder.org
Dec 2025 – PresentAI-powered tool that finds the best clippable moments in long videos for content creators.
- Built and ran a full SaaS as sole developer: 5,441 users, 53,954 clips generated, 6,836 hours of video processed, 1.21M downstream YouTube views across 498 published videos
- Shipped a server-side video pipeline with FFmpeg: portrait reframe, burned-in captions via ElevenLabs Scribe with speaker diarization, text-hook overlays, end-card rendering
- Architected async job orchestration with Trigger.dev v4: per-segment retries with idempotency keys, wait-token callbacks to a Python yt-dlp worker fleet on DigitalOcean, structured error envelope across the pipeline
- Implemented Stripe metered billing with Credit Grants, atomic spend caps, and cancel-on-failure refund logic; sustained 1,000 to 1,300 organic signups per month over five months
- Exposed the product as a public REST API (auto-generated OpenAPI via Zod) and a remote MCP server (Supabase OAuth), making the tool callable by other agents
- Stack: Next.js 16, React 19, TypeScript, Tailwind 4, Trigger.dev v4, Supabase, Cloudflare R2, Vercel, DigitalOcean, Gemini API, ElevenLabs, Groq Whisper, Stripe, PostHog, Resend, FFmpeg, Python FastAPI