Use cases
A reference run produced three commits with a Laravel bug fix and regression test. The sandbox could not execute the test because the PHP toolchain was missing; functional review remained outstanding.

Reference run — measured values from a released, versioned run.
Stack profile: php-laravel-13 · Data origin: Reference run of Aug 31, 2026 — figures from the run’s frozen usage snapshot, released by the operator. The run’s trace is laid out step by step below. · Measurement period: Aug 31, 2026 (one run, ~24 minutes)
A Laravel audio-processing application normalised loudness in two passes: measure first, then apply. The second FFmpeg pass, however, ran without linear mode — the measurement had no effect and the material sounded “pumped”. The bug was reported as a ticket in the internal tracker; a test capturing it was missing.
Out of scope — not automated: Not automated: classifying the bug as reproducible and relevant remains a human decision, as does approving the fix and its counter-check before the merge.
Ticket
The reported loudness bug sits in the internal tracker as a reproducible report; a test capturing it is missing.
Plan
The report becomes a plan of three slices; stack detection recognises the existing PHP codebase — work happens in the existing files, no foreign scaffold.
Slice 1 — Fix
The second normalisation pass is switched to linear mode and the filter construction is extracted into an independently testable method. One commit.
Slice 2 — Reconciliation
Dependent callers in the codebase are updated — six files across job, controller and Livewire layers. One commit.
Slice 3 — Regression test
A Pest test permanently captures the generated filter graph of the second pass. One commit.
tests/Unit/AudioProcessingLoudnormTest.php
Pull request
Three commits go to the repository as a draft; the deterministic surface check reports no missed paths. After ~24 minutes the story stands at “to verify” — acceptance stays with a human.
Scope
Throughput
Quality
Resources — no pricing
Log in to see your own run and cost details in the cockpit
Synthetic examples on this page are marked as such; reference runs carry measured values from a single, released run. Neither is a promise about the duration, quality or cost of a future run of your own — your own figures appear in the cockpit after logging in, within your own tenant context.