perf-audit

To benchmark code changes against a per-path budget, use a measured modality that compares costs using performance tooling. This evaluates edited hot-path regions directly against your declared limits to detect cost regressions pre-merge.

You can audit code complexity and data-layout changes by inspecting edited hot-path regions for structural shifts. This structural detection identifies hoisting opportunities and complexity increases against your budget, generating a findings report with recommended mitigations.

You can evaluate hot-path cost without dedicated tooling using structural detection. This modality analyzes the edited code regions directly for allocations, copies, and branches, providing cost-regression findings even when measured benchmarking tools are absent.

The best way to prevent slower code from reaching production is to audit hot-path cost against a declared budget before shipping. This evaluates cost-shape changes like new allocations and branches, outputting a findings report with actionable remedies and contract cross-references.

A key limitation of auditing hot-path cost is that measured modality requires existing performance tooling to compare costs via benchmarks. Without such tooling, the audit is limited to structural detection of cost-shapes rather than actual measured benchmark comparisons.