Insight

Know what your agents
cost and ship.

Usage per subscription, cost per merged issue, lines per person, people next to agents. Every agent commit credited to whoever started it. And when a number is unknown, it says unknown.

Start buildingTour the pages
Six pages

One question per page. No dashboard soup.

Overview, usage, efficiency, development, quality and person. Each answers one thing a lead actually asks on a Monday. Click through.

Insight· Nextlab · last 14 daysvs previous period
Example data
Usage

Every subscription. Every quota.

The daemon reads quota and usage from Claude Code, Codex and Grok on the machine they run on. Insight shows it per subscription, so you see who is about to hit a wall before the agent does.

  • Quota per subscription, not one blended number.
  • API-equivalent cost: what the same tokens would cost at API prices, so a flat subscription has a price tag you can compare.
  • The logins that produce those numbers never leave the machine.
Usage· quota per subscriptionlive
Example data
Development

People next to agents. Credit where it's due.

Commits, lines and PRs per person, with the agent's share right next to it. The GitHub App attributes every agent commit to the person who started the run, so nobody's work disappears into a bot account.

  • Per person, with the agent share split out.
  • A person page shows one human's week: what they shipped themselves and what their agents shipped for them.

How commits are linked: the GitHub App →

Commits· release/insight-1attributed
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Save mode

Cheap first. Strong when it counts.

Save mode is on by default. A run starts on a cheaper profile, and if it fails, the retry escalates to a stronger one. You pay for the big model only on the work that needed it.

  • On by default. Nothing to set up.
  • A retry climbs to a stronger profile instead of repeating the same attempt.
Runs· save mode onon
AGT-143 Compact gate outputcheaper profile · gate green first trymerged
AGT-142 Save mode, cheapest profilecheaper profile · gate redfailed
AGT-142 retryescalated to the stronger profile · gate greenescalated
AGT-145 Efficiency pagecheaper profile · gate green first trymerged
3 of 4 runs stayed cheap1 escalation
Example data
Honest numbers

Unknown is a number too. We show it.

When a number isn't known, Insight says unknown. It never fills the gap with a zero that drags your averages down and makes a chart lie.

Bring your history from Linear: migrate →

Quota· grok · Noor
What a guess shows0%
What Insight showsunknown
Tokens this weekunknown
Merged issues7
Example data
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