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When a PR opens, a slack thread about docs starts, or a DOC ticket gets created, Promptless automatically wakes up and decides whether it warrants a doc update

For the complete documentation index, see llms.txt.
Promptless suggests doc updates when your product changes. You review, edit, and ship.
Promptless automatically improves your team’s Skills, Subagents, Hooks, and AGENTS.md with every session trace across your agent fleet.
Typical improvements after 30 days
Promptless dramatically speeds up my time-to-first-draft. My team literally calls me a 10x tech writer.
I love your product. It works incredibly well and basically pays for itself right away.
Promptless updates every relevant section of our docs, catching both the latest changes and old spots we'd missed. It feels like magic.
Promptless is a solo tech writer's godsend.
This is the most "make something people want" feature I have ever seen. It solves my problem in a better way than I thought would be possible.
Promptless dramatically speeds up my time-to-first-draft. My team literally calls me a 10x tech writer.
I love your product. It works incredibly well and basically pays for itself right away.
Promptless updates every relevant section of our docs, catching both the latest changes and old spots we'd missed. It feels like magic.
Promptless is a solo tech writer's godsend.
This is the most "make something people want" feature I have ever seen. It solves my problem in a better way than I thought would be possible.
Promptless dramatically speeds up my time-to-first-draft. My team literally calls me a 10x tech writer.
This is the most "make something people want" feature I have ever seen. It solves my problem in a better way than I thought would be possible.
Promptless updates every relevant section of our docs, catching both the latest changes and old spots we'd missed. It feels like magic.
I love your product. It works incredibly well and basically pays for itself right away.
Promptless is a solo tech writer's godsend.
Vitess and Helm are popular open-source CNCF projects. Promptless drafts PRs and suggests changes; their docs maintainers review, revise, and ship them. Every commit is public.
When a PR opens, a slack thread about docs starts, or a DOC ticket gets created, Promptless automatically wakes up and decides whether it warrants a doc update

Promptless does research across the context you connect it to, and proactively notifies you when there's a documentation suggestion.
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Review citations, provide feedback, or edit suggestions inline.

Open PRs or deploy directly to your docs provider.

Why Promptless?
PRs, Slack threads, and support tickets kick off doc updates automatically. No prompting required.
Auto-regenerates screenshots when the UI changes. Complete with crops and annotations.
Matches the style of your existing docs, or plug in your style guide and Vale rules. No AI slop.
Every suggestion has in-line citations to code functions, Slack conversations, websites, or support tickets.
Every time you leave a comment, reject a suggestion, or message Promptless with feedback, Promptless gets better.
Plugs into your existing docs platform, repos, and tools. Promptless adapts to your workflows, not vice versa.
Your agent sessions never leave your systems. All analysis happens on your infrastructure.
A forward-deployed AI engineer and technical writer work with you to optimize your agents.
Improve code, incident response, customer content, and operations across any agent.
Every correction, workaround, and breakthrough stays trapped in the session where it happened. The next agent burns more time, tokens, and human attention discovering it again.
Bring every skill, hook, and AGENTS.md file under one governed system.
Traces show what failed. Your team reviews the fix. Approved updates reach every agent.
Turn trace evidence into versioned instruction updates your team reviews before they ship.
Skills, subagent definitions, hooks, AGENTS.md files, and shared MCP server configurations.
Claude Code, Codex, Cursor, Gemini, Gemini CLI, Devin, and OpenClaw.
Your choice. Promptless can merge remediations automatically after passing eval gates; otherwise you can wait until you review each remediation.
Your traces never leave your system. You install a Promptless worker on your infrastructure to store and analyze traces.
Start with a demo. Then we run a local diagnostic to find your highest-impact instruction gaps.
Control what gets added, verify what ships, and distribute one trusted source to every agent.
Book a demo