Unverified50% confidenceFactExact time
Private AI Lead Assistant uses Zod to validate the JSON output by the LLM, and when validation fails it returns a 502 error with detailed error information.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe author's team uses ZOD as a type validator, and each validation failure returns a strict error object that bounces the call back to the model requesting a retry.68% similarUnverifiedZod 校验通过时数据继续往后流转完成后续 Agent 业务逻辑，校验失败时直接抛出错误阻断异常流程65% similarUnverifiedSendCheck performs item-by-item checks for failure characteristics including empty responses, field errors, unfilled templates, malformed JSON, and AI refusals to generate content.64% similarUnverifiedMost of what goes wrong in LLM features is not in the model itself but in the surrounding code, such as building the messages list, selecting the model ID, parsing JSON, handling an empty choices list, retrying on 429s, and counting tokens.63% similarUnverifiedStrukku uses the Zod runtime data validation library to validate model output before writing to the database, and if strict structured output is not supported there is also a pure JSON fallback parser, trusting no unvalidated model output.62% similar
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