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📰 Dev.to · Haley

3 articles · Updated every 3 hours · View all reads

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Show Provenance Evidence Before Approving an AI-Suggested Dependency
Dev.to · Haley 💻 AI-Assisted Coding ⚡ AI Lesson 3w ago
Show Provenance Evidence Before Approving an AI-Suggested Dependency
A reviewer on my team approved a pull request in four minutes last month. The diff was small: an AI...
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"Research Whether Review Instructions Improve Understanding"
Dev.to · Haley 💻 AI-Assisted Coding ⚡ AI Lesson 4w ago
"Research Whether Review Instructions Improve Understanding"
"A study protocol for head-branch Copilot instructions that measures comprehension instead of acceptance alone."
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MonkeyCode Human Review: What Evidence Should Make “Approve” Possible?
Dev.to · Haley 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
MonkeyCode Human Review: What Evidence Should Make “Approve” Possible?
A review-card and stop-condition framework for evaluating AI coding tasks before consequential action.
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