Live demo on real open-source organizations
Use your AI to answer questions about real open-source organizations.
One demo, three real open-source companies. Ask about any one of them, or compare them side by side.
Coming soonIt’s free. One sign-in gets you all three.
The demo uses only public GitHub data from PostHog, Sentry, and ClickHouse. Code Climate has no access to their private systems, and the demo isn’t affiliated with or endorsed by any of them.
How it works
From sign-in to your first answer in a few minutes.
- Step 1
Sign in with your email
We create your account and walk you through the setup for the demo organization.
- Step 2
Add Code Climate to your AI
It works with Claude, ChatGPT, GitHub Copilot, or any other MCP-compatible AI tool.
- Step 3
Ask, then save the answer
Ask in your own words. Save the answers worth keeping to your Code Climate Library, where they stay current.
Questions to start with
Start with what you'd usually ask your team.
Get the answer in one conversation, without a game of telephone, then keep asking until you reach a decision. Your AI draws on delivery data, team structure, and the context behind the numbers.
“Which open pull requests have waited longest for a first review, and which teams own them?”
“Which team's PR cycle time changed most over the last 90 days, and why?”
“Review time rose for one of our teams last month. Is there context that explains it?”
“What share of commits this year were co-authored by an AI agent, and is it growing?”
What an answer looks like
Your AI gives you the reason behind the number.
It checks delivery data, who’s on each team, and dated context notes before it answers.
The context notes in this demo are examples Code Climate wrote. In your organization, your leaders add their own.
The payments migration is done. Where should those engineers go in Q4? Staff meeting is at 9 a.m. tomorrow.
The payments migration isn’t done: it’s 94% complete, and Jordan is still working on the legacy service shutdown, due November 15. Dana, the Payments manager, closed the cutover epic in August and set that date. Mobile v3 is the only initiative behind its Q4 date, and Priya, whose Payments work ended at cutover, has shipped to Mobile before. You can move Priya now and Jordan after November 15, or move them together once the shutdown is done.
Ask your first question about a real organization in a few minutes.
Sign in, add Code Climate to your AI, and ask your first question. When you want it on your own teams, get early access and help shape what we build next.
Common questions
Do I need a Code Climate account?
No. Signing in creates one. We only ask you to verify your email.
Which AI tools work?
Claude, ChatGPT, GitHub Copilot, and any other MCP-compatible AI tool.
Can other people see what I do?
No. Notes and anything you save are private to you. The underlying demo data is shared and read-only.
Can I use my own data in the demo?
No. The demo only covers PostHog, Sentry, and ClickHouse.
How do I get started with my own data?
Through early access. We’re bringing on a small group of organizations now. Request it inside the demo, or here: Get early access for your organization →