For teams that build with AI

Code moves at AI speed. Now the whole team can keep up.

Pilcrow turns every repository into a project anyone can follow. Read its documents and add your own, ask what changed, question any sentence, and see what could break before it ships.

Made for the people around the code: product, operations, compliance and leadership, and the engineers who answer them.

Engineering got faster. Everything around it didn’t.

The code changes every day

AI writes more of it each week. Release notes can’t keep up, and nobody outside engineering reads a diff.

The documents live somewhere else

Specs and policies sit in inboxes and shared drives, drifting away from the code they describe.

Questions disappear into chat

Asked once in a busy thread, answered once, then lost. So the same question gets asked again.

Pilcrow puts each project’s documents, conversations and changes in one place that anyone on the team can open.

01 · Projects

Every repository becomes a project anyone can open.

Pilcrow reads the documents already in your repository and shows them as clean, readable pages. Anyone can add more, without Git, Markdown or a developer’s spare hour.

  • Bring what you already have. Word, PDF, Excel, HTML or Markdown. Word and PDF become readable pages, and the original is kept beside them.
  • Saved where the code lives. Contributions are committed to the branch you connect, directly or through a pull request, as the project prefers.
  • Kept apart from what you ship. Documents go into the folders you choose, and Pilcrow’s release gate can hold a deploy until the check that keeps those folders out of your build has passed.
  • One home per project. Overview, documents, Ask, discussions, tasks and changes, side by side.

02 · Ask

Ask the project what you’d ask an engineer.

Project Ask knows the repository: its documents, its code and its recent commits. Ask in plain words, and get answers that show their evidence.

  • Points to the source. Commits, files and documents are cited, so you can check the answer yourself.
  • Honest about certainty. A suspicion is called a suspicion, with a suggested check, never a promise that a release is safe.
  • Private and scoped. Your conversations belong to your account, and only reach the projects you can already see.
Ask Pilcrow · Merchant onboarding Private to you

What shipped last week?

23 commits landed between 21 and 28 October, on two branches.

  • main Director verification moved to a background job a81d04e, and the upload limit was raised to 25 MB 5c2e9f0.
  • release/2.4 A fix for duplicate webhook deliveries 9b7d311.

Sources · 23 commit reports · documents/kyc-requirements.md

03 · Discuss

Select any sentence. Ask, tag, decide, assign.

Every question sits on the exact words it’s about, with the right person tagged. Every answer becomes a decision or a task, not another lost message.

  1. 1

    Select

    Highlight a word, a sentence or a whole section of any document.

  2. 2

    Tag

    @mention a teammate. They hear about it in Pilcrow, by email, or in Teams or Slack.

  3. 3

    Decide

    Agree or disagree on the record. Agreed decisions reach your team’s AI coding agents; disagreements are kept out of their context.

  4. 4

    Assign

    Turn the passage into a task with an owner and a due date, linked back to the words that prompted it.

Got a requirements document? Pilcrow drafts the tasks.

Upload a Word file or PDF and Pilcrow proposes task cards from the requirements it states. A person reviews, edits and assigns each one, and every card remembers the version and quote it came from.

04 · Changes & risks

Know what went in, and what could break.

For leads: choose the branches that matter. Every commit on them gets a plain report of who changed what, the areas it touches, whether checks passed, and what looks risky.

Changes & risks · Merchant onboarding

  • AS

    Move director checks to a background job

    a81d04emainArjun Shah · 2 hours ago

    Possible regressionChecks pass
  • SO

    Stop duplicate webhook deliveries

    9b7d311release/2.4Sam Okafor · yesterday

    Needs lead reviewChecks pending
  • LN

    Raise the document upload limit to 25 MB

    5c2e9f0mainLeela Nair · 2 days ago

    No findingsChecks pass
  • PK

    Tighten payout retry timing

    e07a6b2release/2.4Priya Kapoor · 3 days ago

    Checks failing
  • Branch by branch

    Watch main, a release branch, or both. Missed events are recovered from branch history.

  • Findings with citations

    Optional code analysis lists what changed and what might regress, each pointing at the line.

  • Delivered where you work

    Pilcrow’s inbox, email, or a private message in Teams or Slack, each retried on its own.

  • A gate before production

    Hold a deployment until a lead has reviewed it and the required checks pass.

Fits the tools your team already uses.

Your coding agents read the decisions too. Over MCP, Claude Code, Cursor and other agents see what the team agreed, so the next change they write already knows.

  • GitHub
  • Microsoft Teams
  • Slack
  • Email
  • MCP for coding agents
  • Word & PDF
  • Excel & CSV
  • HTML & Markdown

Up and running before your next stand-up.

  1. 1

    Sign in with your work email

    We send you a link. There’s no password to set or forget.

  2. 2

    Connect a repository

    Install the Pilcrow GitHub App on the repositories you choose. Pilcrow sees those and nothing else.

  3. 3

    Bring the team in

    Invite people by email, or let colleagues join with your company’s email domain.

Built to be trusted with your work.

Your repository stays the source of truth

Documents are committed to Git, versioned with the code they describe.

People see only their projects

Access follows the project, and each team decides how open it is.

Every decision has a real name on it

Authorship comes from sign-in, not a name someone typed.

Answers show their working

The assistant cites its evidence and never certifies a release.

Give everyone a way into the project.

Start with one repository. Invite the people who keep asking you what changed.