Tag: AI工程化 (3 articles)

AI enthusiasts and skeptics aren't enemies—they're racing against different existential threats: the former fear being outpaced, the latter fear systemic collapse. The real issue is the missing feedback loop between them.

Meta shares its engineering practices for ensuring configuration safety at scale, centered on canarying and progressive rollouts, leveraging AI/ML to reduce alert noise, and fostering a blameless culture focused on system improvement.

LangChain is pushing agents from experimental prototypes to scalable, manageable enterprise assets through updates like LangSmith Fleet, Skills, and Sandboxes.