Co-editing
Humans and AI edit on the same page.
Keep writing in Markdown and bring AI into your workflow only when needed, without changing how teams work day to day.
Panezy
Pronounced: PANEZY / A collaborative workspace for teams and AI
Panezy
Move document work forward with AI and your team.
Panezy is a collaborative workspace where teams keep writing in Markdown while AI proposes and edits pages through MCP/CLI in the same flow. AI changes are reviewed before apply, and final decisions stay with humans.
MarkdownProposal reviewHistoryAI controls
Draft
In review
Applied
Product mosaic
From collaborative editing to operational AI workflows.
Safe write
AI changes follow proposal and approval.
Use `proposal.create_from_text` → `proposal.preview` → `apply`, and enforce mandatory human approval with `pending_human` when required.
human approval
AI access control
Exclude pages from AI reads.
Use the `ai_read_prohibited` label to keep confidential pages outside AI read scope.
read controlmcpclireview
Daily operation
Search, comments, page links, and history restore built in.
Panezy combines tree navigation, page URLs, comment threads, and realtime editing, so teams can start immediately before expanding AI usage.
treesearchcommentshistoryrealtime
Big statement
Do more than write: run AI proposals as team operations.
If calling AI alone is not enough to move work forward, Panezy connects proposal, approval, and apply in one workspace.
Safe flow
Keep AI writes safe with proposal and approval.
Do not auto-apply AI edits directly. Review diffs first and apply only accepted changes. When users are actively editing, `pending_human` can block direct apply.
human review
Co-editing
Stay in Markdown and collaborate in realtime.
Comments, search, shareable page URLs, and history restore keep the team workflow stable, regardless of whether AI is active on a page.
with history
Connections
Connect from Claude, ChatGPT, Claude Code, and Codex.
MCP clients and CLI tools can join the same workspace and participate in search, proposal, and edit operations with consistent controls.
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claude
chatgpt
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FAQ
Common questions before adoption
What can I do with Panezy?
Panezy combines collaborative Markdown editing, search, comments, and history restore with AI proposal/edit flows in the same workspace.
How do you keep AI writes safe?
AI writes are handled as `proposal.create_from_text` → `proposal.preview` → `apply`. You can enforce human approval with `pending_human` when needed.
Can I hide specific pages from AI?
Use the `ai_read_prohibited` label to exclude selected pages from AI read access when content is confidential.
Which clients can connect?
MCP clients and CLI tools (Claude, ChatGPT, Claude Code, Codex, and others) can connect to the same workspace and join search/proposal/edit workflows.
Start now
Start as a team workspace, then expand AI integration.
Begin with collaborative Markdown editing. Once your team process settles, enable MCP/CLI integration and grow AI usage in stages.