Documentation

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

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.

guides

Capacity Planning

Estimate infrastructure needs after Pyvorin acceleration.

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.

guides intermediate

Debugging Compiled Code

How to debug code compiled by Pyvorin Native 1.0.9: the support, explain and inspect commands, fallback reason chains, and cache forensics.

guides intermediate

Edge and IoT Deployment

What pyvorin-native 1.0.9 can and cannot do at the edge: platform support, compile-then-deploy, offline licensing, and measured IoT benchmark numbers.

guides intermediate

Error Handling and Diagnostics

How pyvorin-native 1.0.9 fails and reports: the four compile outcomes, verified exit codes, guard failure semantics, and where every diagnostic record lives.

guides

Green Computing

Reduce energy consumption and carbon footprint with faster Python.

guides beginner

Licence Management and Billing

Pyvorin Native licensing, verified against 1.0.9: the activate/status/check commands, licence file fields, device binding, grace periods and plan pricing.

guides intermediate

Programmatic API Usage

Using pyvorin-native 1.0.9 as a library: PyvorinCompiler, result objects, diagnostics, @kernel and the cache — all probed against the installed build.

guides intermediate

Security Best Practices

The verified security posture of pyvorin-native 1.0.9: what the product guarantees, what it does not, and the practices that keep it sound.

guides

SLIs and SLOs

Define service level indicators for compiled Python services.

guides intermediate

Warm-Up and Caching Strategies

Where pyvorin-native 1.0.9 caches compiled code, what a cache hit is worth in measured milliseconds, and how to key the cache in CI.