The Stack Sprouts a Nervous System: From Agent Memory to Autonomous M&A

Analysis

New Research Explores Long-Term Agent Memory for Autonomous Entities

This paper tackles one of the biggest bottlenecks for zero-human companies: how agents retain and use operational memory over time. Without this, every agent is a goldfish with a wallet.

Tools

AutoGPT Stabilizes Multi-Agent Task Allocation

The latest release focuses on deterministic task routing between agents, reducing the 'social loafing' problem in swarms. This is plumbing work, but it's the kind that separates demos from revenue.

News

WalletConnect Extends Agent Treasury Rails to L2s

Treasury management for autonomous entities now supports cheaper, faster L2 transactions. Lower overhead means smaller, more numerous zero-human companies become economically viable.

YC Signals Continued Interest in Autonomous Agent Infrastructure

New batch activity suggests the accelerator is still bullish on the tooling layer for agent-run businesses. Follow the smart money: they're betting on the picks-and-shovels, not the miners.