Replay Is Not Shadow: How Adaptive Agent Runtimes Earn Trust
Historical agreement, current agreement, and authority to serve are separate states. A trustworthy runtime refuses to collapse them.
Product explainerRead article
// tag
#evaluation
Articles about evaluation and its practical role in production agent work.
What Is Punk Chorus? Governed Multi-Model Reasoning With Receipts
A harder question should not automatically trigger an expensive model panel. Chorus spends selectively, verifies claims, and records why an answer was allowed to leave.
Product explainerRead article
Your AI Agent Pilot Needs an Evidence Budget
The hidden cost of an agent pilot is not inference. It is the work required to know whether the system deserves more authority.
Enterprise perspectiveRead article
How to Roll Out an AI Agent by Observing First
The safest useful pilot is not a sandbox nobody depends on. It is real work observed carefully, with the live path preserved and success defined in advance.
Operating guideRead article