Signals

Three-agent harnesses: Anthropic’s blueprint for long‑running full‑stack AI development

The wiki-as-memory pattern is one answer. Not the only one, but a structurally honest one.

This is what governance as infrastructure looks like in practice.

A control plane is active — it governs what can be used, by whom, under what conditions, and with what audit trail.

That works for focused problems, not agents

Your existing security architecture assumes humans review and approve decisions. Agentic systems break this pattern.

Based on analysis of the EU digital identity framework and agentic AI deployment patterns. Original source: Digital Identity in the Age of AI Agents

The design argument is straightforward: pre-deployment testing evaluates agent behavior against test cases