Using the AI matcher
Describe your problem in plain words. Get five builders, with a reason for each.
How it works
Go to /find. Type one paragraph: the problem, your stack preferences, the constraints. The matcher (Claude Haiku 4.5) reads it against our case graph and returns up to 5 builders with a specific reason per match.
Good queries
- "Need a voice agent for a vet clinic in Germany. Should handle DE+EN. Twilio + ElevenLabs preferred."
- "Looking for someone who built customer-support automation on Claude function-calling and Supabase."
- "Need a Cursor power-user to ship a B2B SaaS MVP in 3 weeks."
Less useful queries
- "AI engineer" — too vague. Be specific about what you're building.
- "Cheap" — we don't rank by price. State your budget honestly; builders price their proposals.
What you get back
- 5 builder handles linking to public profiles.
- For each: a one-sentence reason why we picked them (their case that matches).
- Their stack chips, location, availability.
What to do next
Click through to a profile, look at their cases, contact them via the contact form on their profile or post a brief and they'll see it.
Limits + privacy
- Free use. Rate-limited per IP (~5 queries per hour for anonymous, more when signed in).
- Your query goes to Anthropic via API. Anthropic states API input is not used to train models. We delete raw queries after 30 days.
- Cached for ~24h per identical query to reduce API costs.