act, confirm, hand off
Both systems run the same three steps, and the difference between them is the stake. Tap one to see what each step does.
The match is clear, so the system states its plan outright and shows its source. On a pull request that means a full draft, posted and waiting. In a chat it means the answer, with the page it came from one tap away.
Two readings are possible, so it asks one question. One blocker up front, the rest a click away.
The call belongs to a person, so it stops and says what it could not settle. Every refusal carries a reason and a way to reach a human, named.
one I joined, one I built alone
On Askmanu I own the conversation layer of an engineer's system: the style guide, the tone, the QA gates. The guide on this site is mine end to end, script and tests included. Pick one.
Askmanu: an agent that earns trust
An AI documentation agent on GitHub pull requests. It drafts, states its plan, and waits for approval. I designed how it speaks, and the gates it has to pass.
Live in GitHubFailure-mode analysis5 first-time users teach an agent when to stop open case 01 case 02 · this siteEliza: a guide that answers only from what I wrote
The guide in the corner of every page here, designed end to end. Every answer written in advance, pacing in milliseconds, and a test suite that runs before any deploy.
Live on this page139 intentsStyle guide inside open the bot while you read the case open case 02