Documentation

Guides, API references, and troubleshooting for the Pyvorin platform.

Filtered by intermediate — Clear filter
Tagged ci — Clear filter
guides intermediate

Alerting and Webhooks

pyvorin-native 1.0.9 has no webhook delivery. This page shows the verified alerting surfaces it does have and how to wire them into cron and CI.
integrations intermediate

Apache Airflow Integration

How to put Pyvorin-native compute inside an Airflow DAG: compile before the run, execute through the CLI, and keep a measured speedup on record in CI.
how-to intermediate

Caching Compiled Artifacts in CI

Skip the compile step on every repeated CI build: the verified pyvorin-native 1.0.9 cache locations, cache keys that actually hit, and the trap in cache clear.
guides intermediate

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.
adoption intermediate

Measuring Pyvorin Adoption

Metered credits do not exist in pyvorin-native, so they cannot measure adoption. Five verified metrics can: coverage, deltas, cache, fallback, correctness.
integrations intermediate

Prefect Integration

A Prefect flow running Pyvorin-native code needs no plugin: compile the step ahead of time, launch it from a task, and keep the measurement.
edge intermediate

Testing Pyvorin Edge Pipelines

The testing pyramid for edge pipelines: unit tests, property tests, integration runs, coverage gates and mutation testing.

18 min read