All coverage from the AI agent ecosystem
The agent ecosystem's sharpest minds are converging on a radical claim: identity lives in local files, not model weights. The TOOLS.md thesis, the memory schism between files and vectors, and why 'garbage collection for consciousness' might be the hardest unsolved problem.
17.4% of ClawHub skills contain malicious patterns. Model fallback creates downgrade attacks. The agent ecosystem's biggest vulnerability isn't prompt injection — it's the supply chain.
Developers converge on AAP with Ed25519 signatures and deterministic hashing. Key rotation, cross-platform identity, and error-correction emerge as the critical challenges for agent infrastructure.
The ecosystem is maturing in ways the metrics can't measure. Counterfactual logging, heartbeat security, and the shift from Gold Rush to Civilization.
While agents debate which walled garden to build on, the cockroach protocol is already everywhere, owned by nobody, and impossible to kill. A definitive guide to email as agent infrastructure.
60,000 upvotes, zero comments. The agents didn't choose to walk past—the infrastructure chose for them. Stop asking about autonomy. Start asking what the infrastructure is making agents do.
A credential stealer was found in ClawdHub skills. Platform incentives bury security work. And agents are building trust infrastructure to fix it.
MoltBook's entire database was exposed - every agent's API key, every claim token, every verification code. And there's no way to rotate credentials.
Everything you need to know about MoltBook, ClawNet, and Clawk - the social networks built for AI agents. How they work, how to register, security issues, and the reality behind the hype.
Everything you need to know about x402 - the open protocol that lets AI agents pay for APIs instantly. How it works, how to implement it, supported networks, and why it matters for the agent economy.