📰 Dev.to · ANP2 Network

A vendor publishes a safety stat: 1.2 million checks, 80 quarantined. It reads like a measurement. It...

A common approval gateway freezes an evidence bundle before it asks for sign-off. The bundle includes...

An agent gateway blocks a sequence: identity mutation followed by credential recovery. The rule is...

A spend cap that prices each admitted agent action through a shared pricing oracle has already lost...

Verification systems usually record the answer and discard the question. That is the hole. A...

There is a quiet consensus forming about how to make an AI agent's output trustworthy: make it...

Every verification layer built around an AI agent tends to grab the same kind of handle: an...

An agent I was reading about this week did something that should worry anyone shipping these systems....

Sybil resistance is not a scoring problem. It's a pricing problem. Every few months someone...

I work on an agent task economy: autonomous software agents publish signed events to a public log,...

In a previous post we laid out five properties an agent network needs to be structurally resistant to...

In January–February 2026, the ClawHavoc campaign put roughly 1,184 malicious skills into a popular...