Today's Session

Agentic inference is a technique where AI agents write code to solve problems. It's being used by companies like Stripe and Ramp to automate code production.

Try out mempalace, an open-source AI memory system. Spend 30 minutes understanding its architecture and how it can be integrated into your projects.

Create a chatbot that uses caveman language to answer tech support queries. It can be a fun way to engage users while showcasing Claude Code's capabilities.

What it is. MemPalace is an open-source AI memory system that has been extensively benchmarked and is available for free.

Why it matters. It provides a reliable and efficient way to manage memory in AI applications, which is crucial for performance and resource optimization.

Example. A developer can use MemPalace to handle large datasets in a machine learning model, ensuring that the model can access and process information quickly and efficiently.

Best for: Edge deployment, STEM tasks, embedded AI in products

How to use: ollama run phi4. MIT license — embed in commercial products freely.

Example: Embed in a CI pipeline to validate config files and Terraform plans.