Django. Flask. FastAPI. Plain Python.
Framework adapters handle discovery + lifecycle integration so you don't have to hand-wire anything; z4j-bare covers every process that has no web framework. Pick your stack.
Django
Django AppConfig integration, zero boilerplate.
pip install z4j-django[celery]Learn more
Flask
Flask extension pattern. One line to install.
pip install z4j-flask[celery]Learn more
FastAPI
Lifespan-hook integration for async stacks.
pip install z4j-fastapi[arq]Learn more
Plain Python
No web framework? One call at process boot.
pip install z4j-bare z4j-celeryLearn more
Your framework isn't here?
z4j-bare works with any Python process, no framework adapter required: one install_agent() call at boot.