Use cases / Engineering teams

Your engineersship with AI.

Your engineers ship with Claude Code, Codex and Cursor every day. Sabia ties every agent session to the pull requests, commits and issues it produced, and values its usage at published API rates.

One confirmation now, then nothing until there is a slot for your team.

Watch the 1:06 demo
Agent sessionExample · Northwind

Claude Code

Priya · Sonnet, Haiku

Modelled

$14.82

Tokens

3.1 M

Time

46 min

Working 31 minWaiting on approval 15 min

Shipped

#218 Checkout retry

+412 −87

Merged, checks passing

Reads the tools your team uses

  • Claude Code
  • Codex
  • Cursor

Which agent wrote that pull request? What did it cost? Did it actually ship? Sabia ties every agent session to the pull requests, commits and issues it produced, and values its usage at published API rates.

What Sabia shows you.

Adoption, and what came of it
See usage by engineer and by tool, and how much of it turned into real work.
Inside every session
Open any session: the models, the tokens, where the time went, waiting on approval included, and everything it shipped.
Start from the pull request
Open a pull request and see every session and change behind it.
What each one is worth
Modelled cost, at published API rates, breaks down by model and by person, so you can compare what each one is really worth.
Did it actually ship?
Evaluations check the work itself: was it merged, with its checks passing?

See it in the app.

1:06 · Fictional company and data

Transcript: Sabia for engineering teams

Your engineers ship with Claude Code, Codex and Cursor every day.

But which agent wrote that pull request? What did it cost? And did it actually ship?

Sabia ties every agent session to the pull requests, commits and issues it produced, and to what it cost. AI work intelligence.

See usage by engineer and by tool, and how much of it turned into real work.

Open any session: the models, the tokens, where the time went, waiting on approval included, and everything it shipped.

Or start from the pull request, and see every session and change behind it.

Spend breaks down by model and by person, so you know what each one is really worth.

And evaluations check the work itself: was it merged, with its checks passing?

Sabia. Connect a source. Understand the work. Improve how AI gets used. Book a demo at sabiapartners.ca.

Questions, answered.

Which AI coding tools does Sabia track?

Claude Code, Codex and Cursor. Sabia ties each agent session to the pull requests, commits and issues it produced.

How does Sabia tell whether AI-written code was worth it?

It puts each session's modelled cost, at published API rates, next to the work it shipped, and evaluations check the work itself, for example whether a pull request was merged with its checks passing.

Can I start from a pull request instead of a session?

Yes. Open a pull request in Sabia to see every session and change behind it.

Early access is open.

We bring teams on a few at a time and set each one up properly. One confirmation now, then nothing until your spot opens.

Any email works. A work address helps us set up your whole team.

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