https://cuicaihao.github.io/tags/mlops/Recent content in MLOps on C.CUI's LogHugoen-AUThu, 04 Jun 2026 07:00:00 +1000https://cuicaihao.github.io/posts/2026-06-04-no-more-playing-it-by-ear-why-harness-engineering-is-becoming-key-to-ai-production-deployment/Thu, 04 Jun 2026 07:00:00 +1000https://cuicaihao.github.io/posts/2026-06-04-no-more-playing-it-by-ear-why-harness-engineering-is-becoming-key-to-ai-production-deployment/Harness Engineering is emerging as a crucial paradigm for deploying AI into production environments, moving beyond unreliable prompt-based approaches. It conceptualizes large models as powerful “wild horses” and introduces a “rein system” comprising constraints, guidance, verification, and correction. This system enables AI Agents to accomplish tasks more stably, controllably, and reliably in complex, real-world business scenarios.