
Production-Grade AI Agents: What “Prod” Actually Requires
What makes an AI agent production-ready: governance, eval gates, monitoring, grounded knowledge, and safe tool use. A practical checklist for teams shipping agents.

What makes an AI agent production-ready: governance, eval gates, monitoring, grounded knowledge, and safe tool use. A practical checklist for teams shipping agents.

How to build eval gates for AI agents: test sets, pass/fail thresholds, regressions, and rollout checks—so quality stays measurable in production.

A practical guide to monitoring AI agents: quality, tool behavior, cost, latency, drift, and failure loops—plus alerting and incident playbooks.
I2B Solution — AI that thinks, decides, and delivers.
Toronto-based AI product company building production-grade agentic automation.
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I2B Solution is an operating name of Techdrive Consulting Inc. (Ontario, Canada).