Giving Agents Memory & Local Context

​Join Hammad Khan for a lively session on how to make agents feel far more useful in the real world by giving them memory and local context. We will explore how live MCP APIs can work together with long-term memory using Postgres and PgVector, plus calendar logic, so agents can remember what matters, respond with better context, and act in ways that feel much more grounded in your day-to-day workflows.

​If you have been curious about building agents that do more than answer one-off prompts, this is a great chance to see the pieces come together in a practical way. Expect a fun, high-energy walkthrough of the ideas, patterns, and tradeoffs behind memory-powered agents, with plenty to spark ideas for your own projects.