Documentation

AST Analysis Phase

The first gate in the Pyvorin pipeline: what the AST walk looks for, what disqualifies a function, and how support tiers are assigned.

Compiler Pipeline Overview

How Pyvorin turns a Python function into native machine code — every stage from parsing to the wrapper that makes the result callable.

How Local Compilation Works

The full path from import through compilation to native execution in pyvorin-native 1.0.9 — where the cache lives, what the fallback does, and exactly what does and does not leave the machine.

10 min read

Implementing Pyvorin in Microservices

Compile CPU-bound services at build time, ship the artefacts in the image, and skip the compiler sidecar. Which service shapes benefit, which do not, and why.

Network Requirements for Pyvorin

Every endpoint pyvorin-native 1.0.9 contacts, when each fires, offline grace windows, air-gap implications, TLS, and the env overrides that redirect traffic.

7 min read

Running Pyvorin Natively on Your Own Hardware

pyvorin-native has no remote compile mode to opt into — local compilation is the architecture. What runs on your hardware, and what the only network calls do.

The Pipeline Class — Ingest, Window, Evaluate, Act

How the Pipeline class works conceptually: dataflow from ingest through windowing and rules to actions, and where the API reference takes over.

15 min read