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academy observability / flowcept prototype

Get a recent version of Academy: (for example, this version on the main branch)

pip install git+https://github.com/academy-agents/academy@1c9dd5bbe030e562101a30dd4dfa1b5b0dffff4d

Get flowcept

pip install flowcept==0.10.4

Get parsl (because this uses Parsl-based executors to add some process complexity)

pip install 'parsl[monitoring]==2026.04.27'

Get redis (because this uses the redis-based exchange)

apt install redis-server

Run redis server

redis-server &

Run demo - this is a script that runs agent based fibonacci generation inside a Parsl-based agent, so that there are multiple processes and agents involved.

python3 fibiterate7.py

Look in flowcept_buffer.jsonl for flowcept logs.

Optionally, run:

flowcept --generate-report --input-path flowcept_buffer.jsonl

And open the PROVENANCE_CARD.md

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example of logger-based flowcept interface

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