A B Testing Python Packages

django-google-optimize

Django-google-optimize is a Django application designed to make running server side Google Optimize A/B tests easy.

autoresearch-prompt-manager

Autonomous prompt management with versioning, A/B experiments, metrics, and LLM-driven optimization. Built on agno.

marketing-agent-example

Example marketing content agent demonstrating the full prompt-manager stack

autoresearcher-shonku

Autonomous prompt management with versioning, A/B experiments, metrics, and LLM-driven optimization. Built on agno.

onlinecml

Online Causal Machine Learning in Python

shonku

Build, publish, and run AI agents as PyPI packages — wraps agno

trialcheck

Audit completed A/B experiment readouts for SRM, peeking risk, practical significance, guardrail movement, and pre-period imbalance. Zero dependencies. Structured PASS/WARN/FAIL reports in JSON, Markdown, and HTML.