Articles

Guide Architecture

Native Code Generation

From LLVM IR to optimised machine code for your CPU.

Guide Architecture

Runtime Libraries

The dict, list, and object runtimes that support compiled code.

Guide Architecture

Guard and Deoptimisation

How type guards work and when deoptimisation happens.

Guide Architecture

Weak Symbol Resolution

How runtime libraries resolve symbols with RTLD_GLOBAL.

Guide Case-studies

Case Study: Log Analytics Pipeline

How a SaaS company reduced log processing time by 4x.

Guide Case-studies

Case Study: Financial Risk Engine

A bank accelerates Monte Carlo risk simulations with Pyvorin.

Guide Case-studies

Case Study: ETL Data Pipeline

Batch data transformation speedup in a data warehouse.

Guide Case-studies

Case Study: ML Feature Engineering

Accelerating feature extraction for a recommendation system.

Guide Case-studies

Case Study: Game Physics Engine

Indie game developer compiles physics loops for 60fps.

Guide Case-studies

Case Study: IoT Sensor Processing

Edge device processes 10,000 sensor readings per second.

Guide Case-studies

Case Study: API Gateway

Request validation and transformation at scale.

Guide Case-studies

Case Study: Genomics Sequence Analysis

DNA sequence matching and alignment acceleration.