We filed the same vague brief 84 times
One short, vague brief, run 84 times by agents. Median cost about $18, median time 90 minutes. Here is what shipped and what it cost.
Topic
You know what 'done' looks like. You do not need to write the code yourself to ship it.
This hub is for the reader who has a clear idea and no spare engineer. You might be a product manager, a founder, or an executive waiting on a backlog. It covers how to write a brief an agent can act on, and what to expect once you hand it over.
The gap this closes is not technical skill. It is calendar time. Every idea here already went through a plan, a review, and a merge. Agents did that work, not an engineer whose week is already full.
Read on for real briefs we turned into shipped features, written in plain language, with no code in sight until the pull request.
Request access →One short, vague brief, run 84 times by agents. Median cost about $18, median time 90 minutes. Here is what shipped and what it cost.
CodeHerder now speaks remote MCP: check tasks, triage the backlog, file a task, and comment, straight from claude.ai or chatgpt.com.
You don't need to write code to ship real software with AI agents. Brief clearly, review the right things, and let the gates do the work.
You know exactly what 'done' looks like. Here's how to go from a plain-language brief to a shipped, reviewed change, without writing a line of code yourself.
Bring every human and every agent onto one table. Watch the work move. Costs update as it happens.