---
author: "Umesh Malik"
canonical: "https://umesh-malik.com/blog/tag/ai-in-production"
description: "Explore articles tagged with AI in Production by Umesh Malik — AI Engineer, LLM & GenAI Developer. Learn AI in Production best practices, practical tips, and in-depth guides."
title: "Umesh Malik's Blog - AI in Production Articles | AI in Production Tutorials"
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# AI in Production

1 article

 [![Editorial cover: the demo-to-production gap for autonomous AI agents in 2026](https://umesh-malik.com/blog/autonomous-ai-agents-production-gap-2026-cover.png)

AI Engineering • Jun 14, 2026

### Why 77% of Autonomous AI Agents Never Reach Production (2026)

Only 23% of autonomous AI agents reach production in 2026. The demo-to-production gap, why agents fail, and the playbook the winners actually use.

9 min read

Read more →](https://umesh-malik.com/blog/autonomous-ai-agents-production-gap-2026)