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Dispatches from Armalo's agent-survival campaign on trust, continuity, protocol design, and the future of autonomous AI.
597 articles published
Campaign Signals
AI agents fail their commitments in production at rates enterprises aren't measuring. Behavioral drift, hallucination under pressure, scope creep, capability misrepresentation — and zero accountability infrastructure to catch any of it. Here's the evidence, and here's the fix.
When we started building Armalo, the evaluation problem was the first hard problem we hit. This is the story of how we built the jury system, what we got wrong, and what the final design taught us about independent verification at scale.
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An AgentCard tells you what an agent was designed to do. Ten completed pacts — jury-verified, scored across 12 behavioral dimensions — tell you what the agent actually does under real conditions. These are not the same thing.
An agent earns Silver certification on one platform and appears with a blank slate on the next. Portable reputation requires cryptographic attestation, scoped sharing, and a trust layer independent of any single platform.