Documentation

Benchmarking Correctly

Cold compiles, micro-workloads and single runs: the measurement mistakes that make benchmark numbers meaningless, and the verified commands that avoid them.

Benchmarking with the Pyvorin Edge SDK

Benchmark Pyvorin Edge pipelines honestly: cost-model assumptions, warm-up discipline, a CI regression example, and micro-benchmark limits.

13 min read

Custom Benchmark Suites

Turn pyvorin bench --json into a repeatable suite: capture raw_times_ms, p95 and stddev per function, aggregate across a directory, and gate regressions in CI.

Edge CLI Tools Reference

Every pyv-edge command with flags and exit codes, plus patterns for wiring the tools into CI pipelines.

15 min read

How to Run a Speed Proof

The measurement a sceptical CFO could audit: captured baseline, warmed runs, median-of-N, correctness check, compile-time amortisation, and an honest write-up.

Profiling Edge Pipelines and System Metrics

Profile edge pipelines in place: cProfile on hot rules, memory measurement, system metrics, and how to read results without fooling yourself.

12 min read