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On 2025-11-12, during an audit of a multi-model inference pipeline (release v2.3.1), a...
June 18, 2025 - during a scheduled feature ramp for a customer-support assistant that handled...
Abstract - The conversation around AI models often collapses into "bigger is...
Why models that behave in tests fail in the wild Real systems that rely on AI often hit...
On March 3, 2025, the production conversation router for a mid-market SaaS began dropping critical...
I remember the exact moment it got painful: Tuesday, 2025-11-12, 3:17pm, a production translation...
On June 14, 2025, during a sprint to add an AI assistant to our support portal, the team hit a wall:...
A quiet but important shift is under way in how teams choose AI models. Where the default used to be...