用一次 Jev 调用替代 400 行 JSON 解析与重试逻辑
视频讲解 Jev 如何用 70ms、$0.0004 完成分类判断，作者据此替换工单分类器，账单降了 78%。
400 lines of JSON parsing, retry logic, and markdown-fence handlers. that's what every AI app runs just to get a yes or no from a model that'd rather write you a poem. one Jev call deletes all of it. 70ms. $0.0004. The co-creator of ChatGPT went silent for 2 years to build it. Kyle Chalmers walks through everything: 00:30 - why the guy who taught GPT to talk built a model that refuses to 05:00 - the accuracy vs cost chart where Jev sits alone in the top left corner 17:00 - a real incident router built live in Claude Code with three Jev questions After watching i swapped my ticket classifier. 6 questions, one round trip, $0.0004 per case. the bill dropped 78%. Save & watch - full Jev breakdown with code and the cascade architecture. article below.
这条是引用着另一条写的：x.com/0xaigoat/status/2102027640752177195