The blog
Field notes on AI-native software
Insights on AI-native software development, governed AI platforms, and building with AI coding agents — from the founder's desk at Sentrix.ai.
Posts tagged: evals
AI
From POC to Production: Architecture for AI Agents
A battle-tested guide to building AI agents that survive production. Learn a production-ready agentic architecture, from security and evaluations to workflow patterns and guardrails, that separates successful deployments from the majority that fail.
August 22, 2025•14 min read
AI
The Brutal Truth About Enterprise AI: Only 5% of AI Projects Succeed
MIT research shows 95% of enterprise AI projects fail despite $40B investment. Learn the six interconnected practices that deliver success.
August 21, 2025•9 min read
AI
What is an eval?
The Critical Role of Evaluations in maintaining AI System Quality
July 4, 2025•4 min read