DiagramOps — knowledge that stays true

Your architecture diagramsare lying.

They were true the day you drew them. DiagramOps connects your repos, Notion, Confluence, and Google Docs — and catches the moment your diagrams and runbooks stop matching reality, with the evidence and a proposed fix. Nothing changes without your review.

DiagramOps: 7-day free trial, then $149/mo — includes 3 team workspaces and 250 drift checks a month. The Mermaid editor stays free — no signup, no card.

DiagramOps caught driftjust now
Drift finding · opened by merge of PR #182
criticalCheckout API contract changed — diagram & runbook are stale

POST /api/checkout now requires currency, but the payment diagram and the runbook still document the old contract.

@@ CheckoutRequest
   amount: number
+  currency: string   // now REQUIRED
   items: LineItem[]
Apply updateOpen PR with doc fixNot actionable

Review-first: nothing changes until you decide.

Sound familiar?

The onboarding lie

A new engineer asks how the system works. The wiki answer was true two years ago — now it costs them a week of false starts.

The 2 a.m. runbook

Mid-incident, step 3 of the runbook points at a service you deleted in March. Now you're debugging the docs and the outage.

The diagram nobody updated

The architecture diagram was perfect the day it was drawn. Forty merges later it's fiction — because updating it was everyone's job, so it was no one's.

Documentation doesn't rot because people are lazy. It rots because nothing tells them the moment it stops being true. DiagramOps is that trigger.

Connect it once. It watches forever.

DiagramOps turns your diagrams, docs, and runbooks into evidence-linked knowledge — then checks that knowledge against your system on every merge.

  1. 1

    Connect your sources

    GitHub repos plus read-only Notion, Confluence, and Google Docs. DiagramOps draws the architecture from the code and indexes your docs as tracked knowledge.

  2. 2

    It watches every change

    Every pull request, every merge, and a weekly audit — checked against the actual routes, schemas, jobs, and docs. 250 checks a month included.

  3. 3

    You get the catch

    An email, a PR comment, and a review finding with the evidence, the diff, and a one-click fix — or a pull request that corrects the doc where it lives.

mermaidcreator#50Merged

Replace manual sync with automatic drift detection

MermaidCreatorbotcommented just now

Knowledge drift review

This merge changed your architecture. DiagramOps opened a review finding with the proposed diagram update — nothing changes until you approve it:

GitHub integration — architecture

Added
Merge to mainDrift detection
Removed
Manual sync
New connections
Merge to main → Drift detectionDrift detection → Linked diagram
Removed connections
GitHub webhook → Manual syncManual sync → Linked diagram

Review the finding — apply the patch in one click; the previous version stays in history.

Diagrams by MermaidCreator — keep your architecture diagrams alive in your repo.

What lands on a merged PR: the drift, the evidence, and the proposed update — review-first, so nothing changes until you approve. See the full example.
For engineering teams

What DiagramOps does all day

Every PR gets the picture

Pull requests that change your architecture get a comment with the impact, the risk, and a diagram of exactly what the change touches — before anyone reads the diff.

Review-first drift findings

On merge and in a weekly audit, DiagramOps compares your diagrams and docs against the code. Drift becomes a finding with the evidence and a proposed fix — nothing changes until you approve.

Watches your docs, not just your repo

Connect Notion, Confluence, and Google Docs read-only. Runbooks and specs become tracked knowledge — edit one, and the linked diagrams get flagged for review.

The catch comes to you

Owners get an email the moment a finding opens, and a Monday digest of what was checked, caught, and fixed. No dashboard-checking habit required.

Fixes land as pull requests

Accept a doc fix and DiagramOps opens the PR for you — the correction ships through your normal review process, not a copy-paste chore.

Diagrams that stay stable

Drift checks edit the existing diagram minimally instead of redrawing it — a one-route merge shows up as a one-node change, so every diff is one you can trust.

We run DiagramOps on this website.

mermaidcreator.com is a DiagramOps workspace: 56 drift checks ran on our own repo and docs this month — the last one 442h ago.

See what a catch looks like

It starts with the best AI Mermaid editor

Drag it, type it, or describe it — MermaidCreator drafts the diagram and keeps the code in sync. Built on Mermaid.js, so your diagrams stay portable, versionable, and text-first.

Idea

Prompt AI

Drag & drop

Type Mermaid

Live preview

Export PNG / SVG

Try it free — type below, no signup needed
Try:

Drag boxes, get clean code

Build on an infinite canvas. Every node you drag, drop, or connect writes clean, diffable Mermaid underneath — no syntax to memorise.

Type Mermaid, see it instantly

Paste existing Mermaid or write it from scratch in a focused editor with a live side-by-side preview. Code and canvas always stay in sync.

Lands crisp in GitHub, docs & slides

Share a live link, embed in READMEs and wikis, or export PNG, SVG, and PDF with fonts embedded — no clipped labels.

Free forever for the editor — no signup, no card. Sign up for cloud saves and 5 free AI generations a month; Pro makes them unlimited for $9.

Built for teams, not just browser tabs

Bring everyone's diagrams into one workspace. Ask your question where the diagram is, and see who else is in the room.

One shared workspace

Roles, shared diagrams, and a single bill. Owners and admins decide who can edit — viewers come along for free.

Comment in context

Leave a note pinned to the diagram instead of a Slack thread nobody can find later. Resolve it once it's handled.

Knowledge, not files

On DiagramOps, diagrams and docs become tracked knowledge with evidence links — so the answer to "is this still true?" is always one click away.

Start free. Upgrade when it matters.

Free

$0

The full editor, live preview, share links, and monthly AI generations. No card, no signup to start.

Open the editor

Pro

$9/mo

Unlimited AI generations and saved diagrams, full version history, PDF export. For the person who diagrams every week.

See pricing

DiagramOps

$149/mo

Everything in Pro for your whole team, plus living architecture diagrams, PR impact comments, and review-first drift detection across repos and docs. Includes 3 team workspaces and 250 drift checks a month.

Start 7-day free trial

One stale runbook found mid-incident costs more than a year of DiagramOps. Compare plans in detail.

How MermaidCreator compares

The portability of text-based Mermaid, the ease of a visual canvas, and AI on top — without the trade-offs of either extreme.

CapabilityMermaidCreatorHand-written MermaidDrag-only diagram tools
Visual drag-and-drop editingYes — full canvasNo — code onlyYes
Text/code source of truthYes — clean MermaidYesNo — opaque binary files
AI generation from a promptYes — ClaudeNoLimited / add-on
Version-control friendlyYes — diffable textYesNo
Renders natively in GitHub & docsYesYesNo — image export only
Works without knowing Mermaid syntaxYes — drag, drop, or promptNo — syntax requiredYes
Fix broken Mermaid automaticallyYes — one-click AI repairNo — debug by handNo — can't import Mermaid
Generate an architecture diagram from a repoYes — from any GitHub repoNo — draw it by handNo
Renders & updates inside pull requestsYes — PR comments + drift detection on mergeNo — manualNo
Real-time team collaborationYes — shared workspaces, comments, presenceNoVaries

Frequently asked questions

Is MermaidCreator free to use?
Yes. The free plan lets you use the visual and code editors, render live Mermaid previews, keep up to 10 saved diagrams, run 5 AI generations per month, create public share links and embeds, see your recent version history, and export to PNG and SVG. You can start drawing without an account; signing up adds cloud saves. The Pro plan unlocks unlimited AI generations, unlimited saved diagrams, full version history, and PDF export.
Can I generate diagrams from a text prompt with AI?
Yes. MermaidCreator's AI is powered by Claude. You can generate a complete diagram from a single sentence, restructure an existing diagram with a follow-up prompt, or auto-repair broken Mermaid syntax. The free plan includes a set number of AI generations; the Pro plan makes them unlimited.
How do I export and share my diagrams?
You can export diagrams as PNG and SVG on the free plan, with PDF added on Pro. Diagrams can also be published as a live public share link or embedded directly in documents, wikis, and README files, so the rendered diagram stays up to date wherever it appears.
What is DiagramOps?
DiagramOps is MermaidCreator's plan for engineering teams whose diagrams and runbooks must stay true. Connect your GitHub repos, Notion, Confluence, and Google Docs; DiagramOps indexes them into evidence-linked knowledge, then checks that knowledge against reality on every pull-request merge and in a weekly audit. When a diagram or doc stops matching the system, it opens a review finding with the evidence and a proposed fix, emails the workspace owners, and posts the architecture impact on the pull request itself.
Does DiagramOps change my diagrams automatically?
No — DiagramOps is review-first. When it detects drift it opens a finding with the proposed update; your diagram and docs stay untouched until a human approves. Applying a diagram patch keeps the previous version in history, and for repo-backed docs DiagramOps can open a GitHub pull request with the fix so it lands through your normal review process.
How much does DiagramOps cost?
DiagramOps costs $149 per month and includes 3 team workspaces, 250 drift checks per month, 5 connected knowledge sources per workspace, unlimited AI generation, and team collaboration. New subscriptions start with a 7-day free trial (card required, cancel anytime). That is usually less than one hour of engineering time — and cheaper than one incident caused by a runbook that pointed at a service you deleted months ago.

More questions? Read the full FAQ.

Featured on UneedMermaidCreator - Design Mermaid diagrams visually, in code, or with AI. | Product HuntTinyLaunch Badge

Stop trusting diagrams on faith

Connect a repo and DiagramOps draws your architecture, then keeps it honest — every merge, every doc, every week.