The coding harness built for token optimization.

Cuts repeated context so agent runs cost less. Keys stay on your machine.

INSTALL

Run one command, then start the harness locally.

curl -fsSL https://usecoded.com/install | bash

Then run: usecoded

PRODUCT

usecoded

Built for the part of agentic coding that keeps billing twice.

Stable prefixes matter. usecoded keeps request shape clean enough for provider cache to hit, without moving your keys or prompts into a hosted relay we control.

Agent

Your coding agent

Claude Code, OpenAI-compatible tooling, or the harness you already run.

usecoded

On your machine

Normalizes request shape, preserves repeatable prefix bytes, and serves localhost.

Provider

Your provider

Forwards to the lab you choose, with the key you already own.

Proof stays inspectable: the live demo shows cache-visible runs on Mistral, and the proxy exposes local stats so you can verify behavior instead of taking a savings claim on faith.

Proxy docs

TRUST

Localhost, keys, shape-not-hostname.

The trust boundary is intentionally small: your harness runs locally, your provider key stays local, and routing decisions are based on the request shape the model actually sent.

Localhost

The harness listens on your machine. Prompts are not stored on a usecoded server and there is no hosted hop to trust.

Your keys

Provider credentials stay on the laptop. usecoded forwards with the key header you already use instead of asking for an account relay.

Shape, not hostname

Requests are typed from JSON shape, not whatever hostname they arrived through, so a gateway cannot bluff the route by looking familiar.


INQUIRIES

Fair questions.


UPDATES

Updates and early features.

Install is the main path. Leave an email only if you want occasional notes when there is something real to ship or test.