The Radar

Someone finally built memory that forgets like humans do. This agent memory system deliberately decays over time, hitting 52% recall after periods of disuse. It's the opposite of perfect digital memory, and might be exactly what we need for more natural AI interactions.

A proper learning environment for agent development that doesn't require Docker, Python environments, or three hours of setup. AgentSwarms gives you a browser-based playground to experiment with multi-agent systems. The kind of tool that should have existed two years ago.

A command line interface designed for both humans and agents to use simultaneously. The 66% token reduction suggests they've solved the verbose output problem that makes most CLI tools expensive to run through LLMs. Smart approach to the coming wave of agent-operated tooling.

Instead of building another vector database, someone finally made Postgres work properly for AI workflows. Polynya transforms existing databases into AI workspaces without the migration headaches. Postgres is eating the world, and this makes it hungrier.