From your stack,
to your codebase.

Shared org context in the editor — Slack, Jira, owners, and the code that shipped.

Works alongside Copilot, Claude, Cursor, Codex, and more.

// question
You
Asking…

|

// pulling context from
GitHub
Slack
Jira
Notion
Teams
Confluence
Google Docs
{}
Codeowners
◇
Symbol graph
// context found
✓
Symbol graph
refreshOAuthToken() · AuthError usages · 3 callers
✓
GitHub · token_validator.ts
AuthError('empty_or_unsigned_payload')
✓
Pattern match
billing/auth rejection semantics
⟳
Selection
oauth_refresh.ts · lines 44–46 highlighted
// edit

// The problem

The tax is not writing code. It's finding the correct context.

Most teams already have a coding assistant. They still lose hours reconstructing ownership, history, and intent from Slack, tickets, and hallway questions.

New hire

Spends the first month asking who owns what.

Staff engineer

Answers the same Slack questions every week.

Anyone changing a module

Cannot see blast radius, last PRs, or the ticket that created the design.

CoopAI indexes ownership, history, and live Slack/Jira, then lets you ask, complete, and edit in VS Code with that context in the file.

Your team does not need another coding agent. Copilot, Codex, and Cursor already write lines. CoopAI is the layer that already knows the repo, the tickets, and the people who own the code, so the edit you make is grounded in how this organization actually ships.

Without stack context

Fast, shallow, and risky

  • Agents rewriting trees they have barely read
  • Greenfield demos that skip your production paths
  • Answers from the open file, with no Slack, tickets, or owners
  • Suggestions that don't match how your org ships code

With CoopAI

Know the stack. Stay in the file. Ask, complete, and edit.

  • Callers, dependents, real typesSee what this symbol touches before you change it.
  • The change that actually shippedPRs, blame, and the pattern your team already merged — not a guessed rewrite.
  • Company Slack and ticketsAsk against the workspace your admin connected, not each person’s private DMs.
  • Find the owner before you open the PRCODEOWNERS and ownership history in the editor, before merge.
  • See what else breaksBlast radius of the change, while you are still in the file.

How it works

Step 1

Admin connects the stack

GitHub or GitLab, Slack, Jira, and the rest of the workspace — once, for the org.

Step 2

Index stays on your side

Ownership, history, and repo metadata are indexed on your infrastructure. Developers do not clone the monorepo onto every laptop to understand it.

Step 3

Ask, complete, and edit in VS Code

Answers cite the PR, ticket, owner, or thread. Edits stay in the file.

Works with your models

  • Anthropic
  • OpenAI
  • Google
  • Fireworks.ai

Connects to your stack

  • GitHub
  • GitLab
  • Bitbucket
  • Slack
  • Teams
  • Jira
  • Confluence
  • Notion
  • Google Docs

Built for teams that cannot paste the monorepo into a chatbot.

Enterprise-confidential context stays under your control. CoopAI is the shared org layer, not a personal chatbot with your repo pasted in.

  • Source stays on your infrastructure. Zero-clone — we index metadata, ownership, and history, not a copy of the monorepo on every laptop.
  • Server-side model router. Zero-retention configuration. Bring your own keys.
  • We do not train on your code, prompts, or completions.
  • SAML SSO, admin-connected integrations, and an audit log — org context your admin connected, not each person’s private accounts.

Architecture & data handling →

// social_proof

What our customers measure

Engineering teams using CoopAI on real production repos.

I was spending at least 6 hours each week answering the same codebase questions. In the first week on CoopAI I cut that in half — about a 50% drop in time spent asking and answering.

Tim Draper — Senior engineer @ Rowlabs

40 users · GitHub, Slack, Jira

New engineers used to spend weeks asking seniors basic questions about the repo. They now find owners, tickets, and the last shipped pattern in minutes. Onboarding is a different motion.

Javier Oladipo — Engineering Manager @ Kitesystems

50 users · GitHub, Slack, Linear/Jira

We were losing 15+ hours a week to 'why did we build it this way?' across Slack, email, and hallways. Changes felt risky because the blast radius lived in someone's head. Now the decision trail is in the editor.

Terra Gunderson — Staff Engineer @ Docuzone

25 seats · GitLab, Slack, Jira

Ask ‘who owns this?’ and get CODEOWNERS + the Slack thread + the last PR — citations in the editor.

Replace this frame with a redacted screenshot or 30-second loom from a design-partner repo.

See CoopAI on your codebase

Install the extension, or spend 20 minutes on your actual repo with the founder.