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John Wilger
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software-engineering

2 articles

Make Fabrication Unrepresentable

June 4, 2026 9 min read

A practical approach to preventing AI assistants from fabricating numbers by making model outputs cite or compute values instead of asserting them.

ai llm generative-ai software-engineering

The Hidden Pitfalls of AI Software Development

March 11, 2025 5 min read

How a $2,000 surprise from the Google Places API taught me that AI-assisted coding requires reviewing more than just the code.

software ai software-engineering lessons-learned copilot

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