Thoughts on hindsight memory

[Kaushalt2004]

Hi Hindsight team,

I'm Kaushalt, the author of CogniCore — an open source unit testing framework for AI agents. I came across Hindsight through @nicoloboschi's comment on my Reddit post and spent some time going through your repo.

I think our projects solve different but complementary problems. CogniCore focuses on evaluation during development — structured benchmarking, failure reflection, and environment-side memory. Hindsight focuses on production memory — long-term learning and recall for deployed agents.

Together they could cover the full agent lifecycle. I'd love to explore what a lightweight integration might look like — for example, carrying failure patterns from CogniCore evaluations into a Hindsight memory bank at deployment.

Would anyone on the team be open to a conversation about this?

CogniCore on PyPI: https://pypi.org/project/cognicore-env