Traditional logs are mutable. Traditional monitoring is session-scoped. Neither was designed for autonomous agents operating in production — let alone for regulators, auditors, or courts. PCP Proof of Continuity Protocol is the missing primitive...

We've been building with AI agents for a while now. And at some point, something broke. Not the code. Not the LLM. The accountability. Two agents interacted. Something went wrong downstream. And when we tried to understand what happened — who decide...

Your AI Agents Are Talking — But Can You Prove What They Said? AI agents are no longer “helpers.” They move money, make decisions, and talk to each other. If you have at least two agents, you’re already in a multi‑agent system — whether you plan...

You've added cryptographic audit trails to your crew part 1https://dev.to/piqrypt/how-i-added-cryptographic-audit-trails-to-any-crewai-crew-in-3-lines-2n6m and co-signed the handoffs between agents part 2https://dev.to/piqrypt/multi-agent-accountabi...