A light-weight, flexible, and expressive statistical data testing library

Behavior-oriented, expressive, human-friendly Python assertion library for the 21st century

Fluent assertions for Python

Zero-dependency browser automation CLI. 70+ commands, 10 test assertions, smart commands (click/fill by text — no LLM needed). MCP server for AI agents with 500x fewer tokens. Extract, observe, script runner. 50KB, pure CDP.

A Python module to test dicts in a declarative way

Stand-alone Assertions for Python

HTTP assertion plugin for grappa

A verification-first runtime for AI web agents — with Jest-style assertions and token-efficient snapshots

A Kafka python library for Robotframework to test events(messages) in Kafka.

✔️ Assertive python design by contract toolkit for software validation. Simplify preconditions, postconditions, and invariants with easy-to-use decorators.

A small package for data quality rules using Standard SQL

Test scraped job details from companies websites against peviitor.ro

Python Code Snippets for my reference

Fluent API for assertions supporting pytest, designed with simplicity and ease of use in mind.

Tensor validation for TensorFlow

Track, validate, and visualize business flows in production applications.

Provide several assert methods to check for and report failures using gretl

Lazy assertions postpone the fury when things go wrong.

A declarative assertion library for validating ML data and model behavior.

Knowledge distillation pipeline for training a smaller CodeT5-based model to generate test assertions. Part of a Bachelor Thesis at TU Delft focusing on efficient automated test assertion generation.