You actually cant see your agents
Agent observability is a distributed systems problem, and OpenTelemetry is the backbone
Reflections are deeper dives into how law, technology, and innovation intersect. These longer form pieces analyze research and emerging trends — offering perspectives that help teams navigate what's coming next.
Agent observability is a distributed systems problem, and OpenTelemetry is the backbone
Coffee without principle. A Lisbon lesson for AI.
AI agents could structurally reconfigure law
Both sides are solving the same problem from opposite ends, and they're missing each other in the middle.
Encoding contracts is a legal choice
Autonomous agents are changing legal
Legal work needs density, not dialogue.
AI agents fail because nobody defined what "customer" means in your business. Ontology infrastructure provides semantic guardrails that technical controls alone can't deliver.