The harness between AI speed and human judgment

Frictionless AI loops.
Without the haggle.

Users report in context, product owners decide, a technical moderator keeps the system honest — and every item is tracked until it’s shipped or denied.

npm i cbrew            # the drop-in feedback widget (React)
npm i -g @cbrew/cli    # run the whole loop from your terminal

One <FeedbackFab /> or one <script> tag. Your users report from inside your app — no seat on your team required.

The problem

Coding is no longer the bottleneck. Deciding is.

Agent loops with Claude and Codex will happily build all day. What they can’t do is know which features matter, when a design decision needs a human, or when the codebase has drifted from what the business intended. That judgment is the scarce resource — and today it’s scattered across Slack threads, tickets, and someone’s memory.

How it works

Every request, tracked until it ships or it’s denied.

Search
Type
Snap
Record
Narrate
Attach

All the ways in — one brew.

Capture

One script tag on any stack; an npm package for React. Users file feedback right where the problem is, screenshots included.

Enrich

Every item gets an ID, a status, and the follow-up context your team or the reporter adds. Nothing lives in a DM.

Moderate

A technical moderator approves, shapes, or denies each item — the guardrail that keeps agent-speed development from drifting.

Close the loop

Agents build, the resolution posts back to the reporter, and “What’s new” tells every user what shipped this week.

The CLI is the loop

Bring your own agent.

Claude Code, Codex, an open-source model — anything that can run a terminal can run your feedback loop. cbrew pulls the human-approved queue into your repo as plain markdown work orders, and closes each item when it ships.

Context moves the same way: cbrew upload ./specs turns a file or a whole folder into one tracked item, attachments included. Agentic DevOps, one command at a time.

your-repo — claude
$
Proof

Four years stagnant. Rewritten in two weeks.

Our own consulting operation ran on Monday.com, Webflow, DocuSign and Zoho for four years and never quite matched our brand or our pace. Running on Context Brew, we rewrote the entire client-facing experience in two weeks — and now ship roughly 100 tracked items a week, features, fixes, and denials included. The SaaS stack is gone.

~100tracked items resolved / week
2 wksto rewrite, on brand
4 yrsof stagnation, ended
1consolidated stack
Get started

One line to install. One loop to run.

// any stack — one script tag
<script src="https://cdn.cbrew.co/embed.js" data-key="fbk_your_key"></script>