AI agents are already executing consequential actions. They’re making API calls, writing to databases, triggering financial operations. The infrastructure question most teams are focused on right now is: how do we know who the agent is?That’s a reasona…
Last Updated on April 10, 2026 by Editorial Team Author(s): Selfradiance Originally published on Towards AI. Incentive Wargame I don’t write code. I have zero programming experience. What I do is direct AI coding agents — Claude Code, Codex — to build …
A few months ago, a developer at a tech conference described an experiment gone sideways. He’d set two AI agents loose on a problem overnight. By morning, the problem was solved — but the agents were still going. They’d gotten stuck in an infinite loop…
We have lots of benchmarks for AI agent correctness and capability. We have far fewer tools for measuring something subtler: when an agent reads two competent, well-argued positions on a hard topic and picks one — what pattern is driving those picks?Th…
I don’t write code. I’ve never written code. I direct AI coding agents — Claude Code, mostly — and they build what I describe. Over the last few months, I’ve been building a series of single-task AI agents, each one proving a different idea about how a…
AgentGate is a runtime accountability layer for AI agents: before an agent can execute a high-impact action, it must lock a bond as collateral. Good outcomes release the bond. Bad outcomes slash it. The mechanism makes bad behavior economically irratio…