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When your PR merges,
your docs update.

Syscribe watches your codebase, generates documentation updates across every surface your team uses, and routes them for human approval — before anything goes live. Works with the tools your team already has.

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Syscribe
Merged
feat: add streaming support to /events endpoint
by alex · 3 files changed · main ← feature/streaming
apps/api/src/routes/events.ts
apps/api/src/middleware/sse.ts
docs/api-reference.md
API Reference
User Docs
Internal
README
MCP Tools
NOTION
MINTLIFY
README
## Streaming Endpoints
+ Supports server-sent events via /events/stream
+ Returns: EventSource-compatible stream
  Authentication required via Bearer token
N
Notion
Pending
M
Mintlify
Pending
GH
README
Pending
Webhook received · Analyzing diff…
GitHub Notion Mintlify Gitbook Confluence Linear Slack

Documentation falls behind
on every sprint.

0
tools that write the docs for you

Every documentation platform helps you organize and display docs. None of them write them. That's still your team's job — after the code ships, when the deadline has already moved.

// OpenAPI spec
user_id: string

// Handler expects
const { userId } = req.body

// Internal docs
Last updated: Q2

Your next on-call engineer will spend two hours debugging something your last PR changed. They'll document none of it.

4.3 hrs
per week deciphering stale docs*

The gap grows with every sprint. Not because your team doesn't care. Because documentation is always the first thing cut when a deadline moves.

* Stack Overflow Developer Survey 2023. Verify before citing in external materials.

Four steps. Zero workflow changes.

01

A PR merges.

Your CI/CD webhook fires. Syscribe ingests the diff, interprets what changed semantically, and consults the knowledge graph to identify which documentation needs updating. Engineers do nothing differently.

02

Syscribe generates the updates.

For each affected section — not the full page, just the section — Syscribe drafts the update. API references, internal runbooks, user-facing guides, and MCP tool descriptions. Simultaneously.

03

Your team reviews and approves.

One review task per PR. All doc types in a tabbed view. You see what changed, edit inline if needed, and click Approve. Nothing goes live without your sign-off.

04

It deploys everywhere.

Approved updates push to every configured target simultaneously — Notion, Mintlify, Confluence, GitHub Pages. The knowledge graph updates. The next PR starts with more context than the last.

Gets smarter with every PR.

Most AI writing tools start from scratch on every generation. Syscribe builds a knowledge graph specific to your team — a structured map of your entire documentation landscape. Which sections exist. Where they live. What code they describe. When they were last verified.

Every approved draft trains it further. By Month 3, Syscribe targets the right sections, drafts in your team's voice, and detects the drift patterns your codebase produces. That doesn't come from a better model. It comes from months of your team's approvals.

  • Built from your existing documentation on day one
  • Updated on every processed PR — no manual maintenance
  • Surgical section-level targeting, not full-page rewrites
  • Edit learning captures every human correction as a training signal
API Ref
User Docs
MCP Tools
README
Changelog
Internal
OpenAPI

Works with the stack you already have.

Syscribe writes to your existing documentation platforms — not instead of them. You keep Notion, Mintlify, Confluence, or Gitbook. We keep them current.

GitHub Webhook trigger
Notion Live
Mintlify Live
GitHub Pages Live
Confluence Coming soon
Gitbook Coming soon
See all integrations →

AI coding assistants are only as good as the docs they read.

Syscribe treats MCP tool descriptions, prompt templates, and agent capability definitions as first-class documentation. When they drift from the implementation, Syscribe catches it. When they need updating, Syscribe drafts the update.

Plus: an MCP server your coding agents can query directly.

Built for the AI era →
$ syscribe get_coverage_report syscribe/api
23 endpoints documented
2 MCP tools missing descriptions
1 prompt template undocumented
$ syscribe search_docs "rate limiting"
API reference §4.2: Rate limiting configuration
Internal runbook §7: Incident response (rate limit)

Per repo. Not per seat.

The value Syscribe delivers scales with your PR volume, not with how many people can log in. Two tiers: one for Documentation, one for the full source-of-truth platform.

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Design partners get free access through beta.

Docs + Contracts + Decisions

  • Everything in Docs
  • Contracts pillar (OpenAPI, MCP, env vars)
  • Decisions pillar (ADRs, invariant tracking)
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Stop writing docs after the fact.

Syscribe is in private beta. Join the waitlist and we'll reach out when your spot is ready.

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