Author

Akarsh Gajbhiye

Founder and engineer at Triana AI

Akarsh Gajbhiye writes about AI agent evals, production simulations, failure analysis, and release engineering for conversational and tool-using agents.

Writing

11 August 2026 · 5 min read

Your agent already told you what to evaluate

How Triana Preview turns authorized production traces into a private, evidence-linked Behavior Map for evaluation planning.

1 August 2026 · 7 min read

The score improved. The failures migrated: what aggregate AI agent evals hide

An engineering study of how an eight-point improvement in an AI agent evaluation score concealed a substantial migration in failure behavior.