Unverified50% confidenceOpinionExact time
Matt Pocock suggests doing code review with a fresh AI context rather than having the agent review its own output after a long implementation session.
1
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50%
Confidence
Long-term
Relevance
10/19/2026
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Related Claims
UnverifiedMatt Pocock designed a skill called "Grill Me" that has the AI interview the developer instead, asking one question at a time and offering suggested answers, to reach requirement consensus before coding.74% similarUnverifiedWhen actually deploying this automation solution, it is recommended to add a manual review step to avoid the risks brought by inappropriate AI-generated content.73% similarVerified在AI大规模参与代码生产的时代，传统人工Code Review流程可能需要被AI辅助自动化审查、更严格的自动化测试覆盖等新范式取代72% similarUnverifiedPonytail makes AI agents think in subtractive terms before proposing a solution, judging whether a requirement truly needs new code or whether an existing solution can be reused.72% similarUnverifiedMatt Pocock believes the planning phase requires deep human involvement while the coding phase can be safely delegated to AI; starting to write when requirements are vague leads to rework costs far higher than upfront alignment.71% similar
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