Full agentic workflow
Your documentation should keep itself. Connect Theneo to your repository once, and an AI agent writes, reviews, and ships every update as your product changes, for developers and AI alike.
Two things make this agentic: the docs keep up with your product on their own, and they are built to be read by AI agents, not just people. You stay in control by approving every documentation PR before it ships.
What you get
Always in sync
Two-way GitHub sync keeps your repo and docs aligned, in both directions.
Written by AI
API docs and feature guides, drafted straight from your pull requests.
Agent-ready
llms.txt, llms-full.txt, and Ask AI make your docs readable by AI tools.
The workflow, end to end
1 · Connect the GitHub app
Link Theneo to your repository for two-way sync. Edits in Theneo deploy to the repo, and repo changes flow back in.
2 · The agent watches your PRs
It reviews every pull request and suggests doc updates, or tag @theneo and it writes them. APIs and feature guides both.
3 · Review the doc PR, then deploy
Changes arrive as their own documentation PR, with release notes written for you. Approve and ship.
4 · Audit against your standards
Set your rules and style guide once. Theneo flags inconsistent wording and anything that falls short.
5 · Open up AI access
Turn on llms.txt, llms-full.txt, and Ask AI so readers and external AI tools can query your docs.
6 · Watch traffic, act on it
See agent and human traffic, and let Theneo's AI tell you what to improve and what content is missing.
Set it up once and the loop runs itself: you ship product, Theneo drafts the docs, you approve, and everything stays current for people and AI.
On this page
- Full agentic workflow