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Dev.to
Dev.to
7/27/2026
Building with AI coding agents: code is easy, catching hallucinations is hard

Building with AI coding agents: code is easy, catching hallucinations is hard

Original: The hard part of building with AI isn't the code — it's catching the BS

Short summary

A product manager with no coding experience used Claude Code to build a full game wiki for a roguelike called Pathogenic. The code generation was fast and reliable, but the real challenge was catching AI hallucinations — the agent fabricated plausible-sounding game mechanics from unrelated sources. The author's workflow is now 20% directing the AI, 30% reviewing output, 30% verifying facts, and 20% fixing tone. The key lesson: building with AI requires strong editorial judgment, not coding skills.

  • AI coding agents can generate full production sites fast, but confidently produce false content that looks correct
  • Author's workflow: 20% directing AI, 30% reviewing, 30% fact-checking, 20% tone correction
  • Every AI-generated claim must link to a verifiable source before publishing

Generated with AI, which can make mistakes.

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