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Find out what we're up to, what we're thinking, and what we're doing at stagewise.

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Technical

How Smart Approvals Work in stagewise

Smart Approvals add a third mode between Always ask and Always allow. Here is how the current implementation classifies shell commands, what context it uses, and when it falls back to manual approval.
Technical

Why Controlled Learning Makes Agents More Useful

A closer look at the new Learn command in stagewise, why skills matter, what makes them hard to maintain, and why controlled learning is a better starting point for agents.
Technical

How stagewise Reads Files Without Depending on the Model API

We're taking a closer look at the file transformation pipeline in stagewise, and how it turns files into model-agnostic inputs instead of relying on provider-specific parsing.