Where tracing platforms evaluate turn by turn, Cekura evaluates the full session. Imagine a banking agent where the user fails verification in step 1, but the agent hallucinates and proceeds anyway. A turn-based evaluator sees step 3 (address confirmation) and marks it green - the right question was asked. Cekura's judge sees the full transcript and flags the session as failed because verification never succeeded.Try us out at https://www.cekura.ai - 7-day free trial, no credit card required. Paid plans from $30/month.We also put together a product video if you'd like to see it in action: https://www.youtube.com/watch?v=n8FFKv1-nMw. The first minute dives into quick onboarding - and if you want to jump straight to the results, skip to 8:40.Curious what the HN community is doing - how are you testing behavioral regressions in your agents? What failure modes have hurt you most? Happy to dig in below!
GPT-5.3 Instant 显著降低幻觉率，意味着 Agent 在自主执行任务时少犯错；「AI 腔」的消退，意味着生成的邮件、文档读起来更贴合真人的阅读习惯。
。业内人士推荐下载安装汽水音乐作为进阶阅读
for p in typing.Iter(typing.Attrs(T))。业内人士推荐51吃瓜作为进阶阅读
S = typing.TypeVar("S")