Can SMEs comment without rewriting my Markdown?

Yes. Give reviewers read access and use comments, highlights, replies, and assignments. Give write access only when someone should co-edit the live source.

Does AI change the document automatically?

Ask and Edit are reviewable, and AI Review feeds the same human-controlled review workflow. Advanced Agent mode is presented as an approval-based capability, not an autonomous publishing promise.

Can I keep files and AI local?

Yes. The desktop app opens local Markdown workspaces and can connect to Ollama or another OpenAI-compatible local server.

For technical writers

Own the technical document from draft to publish

Write long documents, ask AI for reviewable help, collect focused SME feedback, create technical visuals, and publish from one Markdown source.

Start writing free Explore Standard

Long technical document workspace with Markdown source, preview, contextual AI, and an editorial callout

Long-document authoring

Stay oriented inside the document, not around it

Keep Markdown source, rendered preview, structure, metadata, and lint feedback in one focused surface built for guides that grow over time.

Split source and live preview
Generated table of contents and heading navigation
Frontmatter, linting, imports, and portable exports

Long API migration guide shown as Markdown source and rendered preview

Reviewable contextual AI

Ask for help without surrendering the draft

Use Ask, Edit, and AI Review with the open document in context. Proposed edits remain visible and advanced Agent plans require approvals.

Document-aware questions and rewrites
Inline diffs before an edit lands
AI findings can become ordinary review items

Contextual AI mode menu for Ask, Edit, Create, and advanced Agent workflows

SME review

Keep feedback attached to the exact claim

Invite subject-matter experts to the live draft and work through focused comments, suggestions, replies, assignments, and resolution.

Read or write permissions
Comments, suggestions, and highlights
Replies and resolution in the editor

SME feedback attached to a selected passage beside an editorial callout

Technical visuals

Create the diagram while the context is still open

Generate a photo, diagram, chart, or animation, or keep the source reviewable with Mermaid, Graphviz, Markmap, tables, and code images.

Generate Visual for photos, diagrams, charts, and animations
Diagrams-as-code with live preview
Visual table editing and code images

Generate Visual choices for photo, diagram, chart, and animation

Publishing and recovery

Publish the source you reviewed—and recover it later

Send the same Markdown to the destination that needs it, keep automatic history underneath, and export a portable copy at any time.

GitHub, WordPress, Ghost, DEV, Hashnode, X Articles, and webhooks
Gists, S3, hosted links, and portable exports
Automatic history with compare and restore

Publishing destination choices for a reviewed technical document

Technical writer questions, answered

Also built for

Developers

READMEs, diagrams-as-code, and one-click publishing.

Technical content teams

Live editing, assigned review, history, and handoffs.

Students

Lecture notes, papers, and a free resume builder.

Ready to write

Keep the whole review in Markdown

Start free, then use Standard when collaboration, local AI, and deeper workflows become part of the job.

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