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Devbox Agents
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Sample data. Not a customer bill.

Devbox Agents/Overview

Overview

Built

Verified savings, spend, cost per task, recommendations and alerts.

Figures follow the shell: Last 30 days · All projects · All environments.

Verified savings
$329.53
North star. Counted against your own baseline.
Realised savings
$1.7K
Realised plus verified. Estimates are not included.
Estimated savings
$0.00est.
Not proven on traffic, and never billed.
Spend
$15.1K$15.1K
Hourly rollup when the range is 24 hours
Baseline
$16.7K
Same window, before levers
Cost per successful task
$1.46
Task cost divided by successes
Requests
10,740
10,310 succeeded
Hard stops
487
Matches the budget notification count

Spend against baseline

Actual spend and the no-lever baseline for the same rows.

Open spend
View as table
periodspendbaseline
08-26503.44557.85
08-27498.02550.48
08-28485.87540.02
08-29505.72563.11
08-30490.17544.06
08-31506.34563.57
09-01503.91557.25
09-02498.4554.72
09-03486.65540.24
09-04510.48566.38
09-05502.27555.63
09-06518.39575.21
09-07516.62573.29
09-08500.02554.55
09-09502.95557.9
09-10515.47572
09-11495.84552.92
09-12483.96536.26
09-13499.35554.4
09-14503.86559.89
09-15497.28553.76
09-16502.7556.11
09-17501.96558.61
09-18496.71553.76
09-19512.06568.67
09-20520.2577.38
09-21522.58579.9
09-22508.14563.57
09-23497.05553.09
09-24484.23536.53

Cost per task

The CFO number: cost of successful outcomes, with the success rate beside it.

Open cost per task
View as table
periodcostPerTasksuccessRate
08-261.5595.9%
08-271.4695.8%
08-281.3795.9%
08-291.3796.1%
08-301.4696.0%
08-311.4996.0%
09-011.5596.2%
09-021.4395.9%
09-031.495.9%
09-041.4695.9%
09-051.4596.1%
09-061.5795.9%
09-071.5696.2%
09-081.3996.0%
09-091.696.0%
09-101.4896.1%
09-111.496.2%
09-121.3795.9%
09-131.3795.8%
09-141.4495.9%
09-151.4296.1%
09-161.596.0%
09-171.4295.9%
09-181.4796.0%
09-191.596.1%
09-201.5496.0%
09-211.4696.0%
09-221.5296.0%
09-231.4896.0%
09-241.4396.0%

Top recommendations

Monthly estimates. They stay estimated until a shadow test and the ledger say otherwise.

  • Right-size code review to GPT-4.1 mini
    1Right-size the model
    $700.00est.

Alerts

What fired inside this window.

Alert rules
  • Hard stop held 15 requests
    24 Sep 2026 08:00 UTC
    15
  • Hard stop held 15 requests
    23 Sep 2026 08:00 UTC
    15
  • Agent loop detected on the runner
    22 Sep 2026 15:00 UTC
    1
  • Hard stop held 16 requests
    22 Sep 2026 08:00 UTC
    16