Code with context

Built, then explained.

A closer look at my own work: the problem, the decisions and the limits. Public code you can inspect.

Personal project / Developer tools

Hevy Coach MCP

Training data, progress calculations and routines connected to an AI assistant.

Inside the repository.

The Hevy case covers retries, validation before writes and the difference between missing data and zero. The repository contains the implementation and tests.

Explore the repository ↗ (opens in a new tab)