What I Learned Trying to Make AI-Agent Decisions Testable AI agents can retrieve the right...
AI agents access data and policies but misapply rules when decision conditions remain implicit. Judgment Pack Specification makes decision logic explicit and testable, enabling governance and compliance auditing for vendor approvals, policy enforcement, and risk management.
What I Learned Trying to Make AI-Agent Decisions Testable
AI agents can retrieve the right policy, call the right tools, and still reach the wrong conclusion.
That gap became increasingly hard for me to ignore.
Most agent systems are getting better at access and execution. They can search documents, query databases, call APIs, use MCP servers, and complete multi-step workflows.
But many important business decisions depend on something different:
You Think Testing AI Means Testing the Process? Wrong A Testing Problem My...
When AI agents started showing up everywhere, I thought I'd finally found something that could make...
Learn how to test AI agents beyond model outputs—covering trajectory evaluation, tool testing, observability, and infrastructure…
Introduction Everyone is talking about autonomous AI agents. Give an agent internet access, connect...
A few months into building AI agents for client projects, we hit a pattern that should sound familiar...
I spent months watching AI coding agents produce impressive demos that couldn't survive...
