MCP registries aren't catalogs — they're control planes
A control plane is active — it governs what can be used, by whom, under what conditions, and with what audit trail.
Harness Engineering: Why Better Models Aren't Enough to Ship AI Agents
That gap is "harness engineering," and it's where the real work of building production-grade agents happens
You actually cant see your agents
Agent observability is a distributed systems problem, and OpenTelemetry is the backbone
Agents make retrieval harder, not obsolete
That works for focused problems, not agents
What a Lisbon cafe told me about Anthropic's marketplace experiment
Coffee without principle. A Lisbon lesson for AI.
Onyx security raises $40M to build an AI control plane for enterprise agents
Your existing security architecture assumes humans review and approve decisions. Agentic systems break this pattern.
EUDI Wallets could be the trust layer agentic AI needs — but the law hasn't caught up yet
Based on analysis of the EU digital identity framework and agentic AI deployment patterns. Original source: Digital Identity in the Age of AI Agents
AI agents could dissolve the friction that keeps justice expensive
AI agents could structurally reconfigure law
