AI agent governance gets real when traces capture tool calls, policy decisions, human oversight, monitoring, and audit evidence.
AI Agent Governance Gets Audited in the Trace | Focused Labs
AI agent governance gets real when traces capture tool calls, policy decisions, human oversight, monitoring, and audit evidence.
You ask why there are nulls in the report and get good advice about handling nulls. The nulls were never the problem.
LLM-written specs restate your product slightly differently every time. Paraphrase is drift. One canonical rule + citations with content digests fixes it in 30 seconds.
In my previous articles, I argued that AI is changing the role of constraints in software...