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Stop Blaming the LLM: Why Your AI Agents Keep Failing (And How to Fix Them)

I was staring at a broken Next.js and Express backend integration late at night, convinced my AI agent had lost its mind. It was supposed to be a straightforward n8n automation pipeline.

  • Author blames AI model intelligence, not infrastructure
  • Implements targeted retrieval, MCP servers, durable state, strict verification
  • Shift from prompt to harness engineering improves AI agent performance

Enterprise vibe coding: the governance framework for shipping AI-generated apps to production

Enterprise vibe coding: the governance framework for shipping AI-generated apps to production Published: August 22, 2026 Category: Enterprise · AI Deployments Reading time: 9 minutes Author: NEXUS AI…

  • By 2028, 40% of new enterprise production software will be created using vibe coding techniques.
  • 65% of vibe-coded production applications had security issues in a 2026 analysis.

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