Documentation
Guides, API references, and troubleshooting for the Pyvorin platform.
How to Benchmark a Function
Measure speedup correctly from start to finish.
How to Bundle a Project
Include local imports in your compile request.
How to Cache Artifacts in CI
Persist compiled artifacts between CI runs.
How to Compile Your First Function
A step-by-step walkthrough of compiling a single Python function.
How to Debug a Correctness Mismatch
Step-by-step diagnosis when native output differs from CPython.
How to Export Usage Data
Download and analyse your usage JSON files.
How to Force CPython Fallback
Temporarily disable compilation for testing or safety.
How to Handle Compilation Failure
What to do when compile fails and how to fix it.
How to Integrate with Makefile
Add Pyvorin compilation targets to your Makefile.
How to Monitor Usage
Track compile credits, fallback rates, and speedups.
How to Pre-compile Before Deployment
Warm the cache before your app goes live.
How to Profile with cProfile
Find hot functions worth compiling.
How to Read a Compile Job Report
Interpret job status, failure codes, and diagnostics.
How to Report a Bug
Collect diagnostics and submit a useful bug report.
How to Run a Speed Proof
Complete walkthrough of pyvorin proof command.
How to Set Up a Team License
Configure shared licenses for enterprise teams.
How to Share Compiled Artifacts
Share native binaries across team members and environments.
How to Use Local Native Mode
Compile locally without the remote API.
How to Use with pre-commit
Compile and benchmark before every commit.
How to Write a Custom Benchmark
Create reproducible benchmarks for your specific workload.