The Observability Data an Enterprise Buyer Demands Before Signing
Enterprise buyers no longer accept "trust us, it works" from agentic AI vendors. Before they sign, procurement and security teams now ask fo
C. Whitlock · Jun 7, 2026 · 14 min
#agent audit trail
4 articles tagged "agent audit trail".
The Audit Trail Every Autonomous Agent Should Produce
An autonomous agent that can't tell you *what it did, why, and on whose authority* is a liability, not a product. A proper audit trail captu
T. Brennan · May 29, 2026 · 17 min
The Chain-of-Custody Problem in Multi-Agent Workflows
When a single agent does something wrong, you can usually trace it. When five agents hand work to each other, the trail dissolves. Chain of
M. Hale · Apr 19, 2026 · 15 min
The Replay Problem: Why Recreating an Agent's Exact Run Is Harder Than It Looks
When an autonomous agent does something costly or wrong, the first thing every team reaches for is "show me exactly what happened." But repl
M. Hale · Feb 23, 2026 · 13 min