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theshrike79 2 hours ago

There are still billion dollar opportunities in the harness/LLM space.

Having a reliable shared memory for hundreds of agentic AI users is something that's 95% snake oil at the moment. There are a few successes on an individual level (I really like Hermes[0]) but nothing scales to a company level easily.

It should be possible to (pre)configure all agentic harnesses used in a company to use a single source for information so that it'd automatically pick up internal libraries, conventions, licensing decisions etc and remember them across sessions.

I've had limited success with this on a personal level, but it's still not ingrained in the model because it would really need a custom harness. Hooks, skills, prompts get you like 80% of the way. I still need to do a "please check that the project matches the conventions defined in ..." regularly to catch any drift - especially on more vague stuff that can't be locked down with unit testing.

[0] https://hermes-agent.nousresearch.com