We are the engineering team behind Mino. We are building the infrastructure layer to help developers scale web agents from demo to production.
Here's the problem: Building an agent is easy; scaling it is expensive. Relying purely on inference loops (screenshot → reason → click) creates a flat cost curve.
It never gets cheaper or faster, no matter how many times you run the same task.
What we did: Convergent Infrastructure Mino is a headless runtime designed to optimize agent execution over time.
Instead of executing every run as a blank slate, Mino treats navigation as a convergence problem. As your agent repeats tasks, our infrastructure analyzes the successful execution traces to optimize the path.
Early Runs: Prioritize adaptability and exploration (handling dynamic DOMs/UIs). Later Runs: Prioritize speed and determinism.
The result is an API that warms up like a JIT compiler, becoming faster, cheaper, and more robust the more traffic you push through it.
The Primitive: We expose this as a stateless, async API designed for composition.
Input: URL + Goal (Natural Language). Output: Structured JSON. Concurrency: Fully parallelized.
We’re opening the API to developers today. 50 completed runs on the house.
Please try it out and give us your feedback.
And we are curious to hear what primitives you feel are missing from the current agent stack (auth management, captcha handling, etc.).