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
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
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
AI
What is an eval?
The Critical Role of Evaluations in maintaining AI System Quality
July 4, 2025•4 min read