https://mpklu.github.io/tags/ai-hallucination/Recent content in Ai-Hallucination on AI Coding BlogHugoen-usWed, 08 Apr 2026 12:00:00 -0400https://mpklu.github.io/posts/hallucination-pitfalls/Wed, 08 Apr 2026 12:00:00 -0400https://mpklu.github.io/posts/hallucination-pitfalls/<p><em>Your AI coding assistant quotes a specific line from a specific file. The file is real. The section name is close. The quote sounds exactly right. But the line doesn&rsquo;t exist — and that&rsquo;s precisely what makes it dangerous.</em></p> <hr> <h2 id="a-quote-that-never-was">A Quote That Never Was</h2> <p>I&rsquo;ve been working with Claude Code on a large healthcare integration project — syncing an on-premise practice management system (I&rsquo;ll call it &ldquo;SimplePractice&rdquo;) with a cloud FHIR platform. Over several weeks, we&rsquo;ve built push/pull sync, environment tooling, documentation, and dozens of shell scripts. It&rsquo;s been genuinely productive.</p>