Beyond the Hype: Security Layers, Team Structures, and the Metrics That Matter

Research

SEC-Bench: An Automated Offensive Security Framework for Autonomous Agents

If you want an agent team that actually works in the real world, you need a control layer that knows when to stop and ask for help. This paper moves the goalposts from 'code generation' to 'autonomous security,' which is the only thing that matters if you're not planning to babysit your CTO.

Tools

AutoGPT 1.0: Introducing Phil, Your Agentic Software Team

The release of 1.0 introduces 'Phil,' a structured framework for agentic software development teams. This is a massive shift from single-shot tasks to persistent, role-based teamwork, finally allowing a digital workforce to handle complex, multi-step engineering operations.

Infrastructure

Part 2: Agent Treasury is Live on Multi-Chain WalletConnect

You can't have a zero-human company if the bots need a human CEO to approve every transaction through a bank app. WalletConnect's expansion gives agents direct, multi-chain agency over their finances, which is a fundamental prerequisite for true autonomy.