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Insights on spec-driven AI development, enterprise agent patterns, and building reliable AI products.
EngineeringAI Best Practices
18 Eval Criteria Your AI Agent Needs Before Going to Production
From RAGAS faithfulness to EU AI Act compliance — why built-in evaluations are the difference between a demo and a product your enterprise will trust.
Balaji Viswanathan·February 4, 2026·6 min read
EngineeringAI Best Practices
Why HITL Is a Layer, Not a Feature
Human-in-the-loop isn't a checkbox. It's a fundamental architectural layer that determines whether your AI agent is enterprise-ready.
Balaji Viswanathan·Jan 28, 2026·6 min read
ProductAI Best Practices
Spec-Driven Development: A New Paradigm for AI
How living specifications that sync with implementation are changing the way enterprise AI products get built.
Balaji Viswanathan·Jan 20, 2026·7 min read
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