still in my first month at @zep_ai and it's been fascinating seeing how enterprises are using it to solve agentic memory and context at scale. great writeup @akshay_pachaar !
Agents need more than one kind of context to actually help users.
Zep produces 5 distinct types in every Context Block: facts, entities, episodes, thread summaries, and the user summary. Each captures something the others can't.
Here's what each is for 🧵
When your agent acts on bad context, the first question is: where did that come from?
Most context systems don't track this. Zep does, enabling:
→ Audit trails from response to source
→ Inspectable debugging paths
→ Agents scoping their own context by source
Here's how 🧵
@ankurnagpal@naval didn't xai already get acquired by spacex? it shows "acquisition pending" on your website. were the xai shares converted to spacex shares and the "acquisition" refers to the spacex ipo...?
anthropic running the exact same marketing playbook with every release. “our model is so capable and dangerous, ahh we are afraid to release it”. just put the model in the bag lil bro.