Research

Thinking on agent evaluation.

Blogs, articles, and papers from the RecruitBase team. We write about AI agent evaluation, trust infrastructure, and the science behind deploying agents responsibly.

Agent EvaluationTrust InfrastructureAI ObservabilityAgentFit

Why Evaluating AI Agents Matters Now

The Case for an Agent Trust Infrastructure

Organizations are deploying AI agents at speed, but the infrastructure for evaluating whether those agents are ready for consequential tasks is nascent at best. We explore the evaluation gap, the emerging concept of operational trust maturity for autonomous systems, and why structured evaluation is the foundation — not the afterthought — of responsible deployment.

Gabiro Arnaud·June 2025·14 min read

Diagram illustrating an LLM-powered agent interacting with an MCP server and backend services

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1 article published