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 to what it cost.
Claude Code
Priya · Sonnet, Haiku
Spend
$14.82
Tokens
3.1 M
Time
46 min
Working 31 minWaiting on approval 15 min
Shipped
#218 Checkout retry
+412 −87Merged, 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 to what it cost.
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
- Spend breaks down by model and by person, so you know 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 cost 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.