Discover how self-referencing tables and declarative SQL can replace repetitive application logic, reduce database round-trips, and deliver powerful features like subtree content filtering and dynamic breadcrumb navigation.

Learn how to improve TypeScript's opaque type pattern for better protection when working with encrypted strings and sensitive data.

Learn how to extend Nox with custom decorators and classes to create a more flexible, powerful automation system for your Python projects.

Learn how to leverage Rust's const evaluation features to validate hex strings at compile time, ensuring type safety and zero runtime overhead.

A deep dive into systematically decorating all methods of a Python class, exploring challenges and solutions using the Descriptor protocol.

Rust-implemented custom python datatype that is also pydantic-compatible.

Rust’s Secrets Management crate with

1. type level and compile-time guarantees and
2. each references corresponding to each secrets can only be exposed or revealed under a lexical scope with an invariant lifetime.