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Meta engineers built the standalone Forum app by treating AI agents as active participants in the development cycle rather than simple typing assistants. The team measured success by verified production-ready outcomes instead of code volume, utilizing automated verification and simulated user testing to ensure safety before an engineer signs off on changes.
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