AI Reliability Guardian: Stop Models from Breaking Your Product
January 13, 2026
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Original Context
The post expresses frustration with AI's readiness for production, highlighting issues such as significant output inconsistencies and the lack of standardized APIs, which lead to user distrust. The author shares experiences from their work with generative AI, emphasizing that problems only become evident in real-world scenarios, contrasting with the success seen during initial development phases.
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