The right AI engineer for your stack, automatically.
Every task is routed to the engineer in our network with the most relevant production experience for your exact tech stack and use case.
How we match engineers to your task.
We don't assign randomly. Each task goes through a structured routing process.
We read your task description for stack signals — Python, TypeScript, Pinecone, LangGraph, AWS. Engineers are matched by the languages and frameworks they've shipped to production, not just listed on a profile.
RAG tasks go to engineers who have built retrieval systems. Agent tasks go to engineers who have shipped multi-step autonomous workflows. Domain depth matters more than generalism.
We confirm availability before assignment. Your task isn't queued behind other work — the assigned engineer has capacity to start within 24 hours of scope confirmation.
Every PR is reviewed by a second engineer before it touches your repo. The reviewer is chosen for quality, not just availability — often someone who has shipped the same component type before.
Ready when you are.
Book a free scoping call and ship your AI feature this week.