QuerySurge 15 Delivers Unified Environment for Data Mapping, Lineage, and Automated Validation

QuerySurge, the enterprise standard for automated data validation, today announced QuerySurge 15. The release is headlined by Mapping Studio and Validation Lineage, which together give data teams the ...

Why You Can't Let Go of Business Validation Even When You Perfectly Constrain Types with Structured Outputs

While staring at my terminal where all the tests for my self-made script passed in green, I felt a strange sense of unease. Even though I had strictly constrained the JSON types using the LLM's ...

Forcing JSON results in broken output — A log of real-world measurements from when my personal AI analysis went from '0/14 success' back to '1/14 failure'

What is this?For my personal Japanese stock analysis app, 'StockPilot AI', I run a system in production where the Claude API ...
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开发者日常安全防御：findings.json与validate-findings.cjs实践

本内容遵循CC 4.0 BY-SA版权协议 过去五年，我参与过七次不同规模的代码安全审查，最深的教训是： 所有无法被开发者直接操作的审计结果，最终都会变成废纸 。早期我们用商业SAST工具生成几百 ...
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JavaScript安全审计实战技能体系：从findings.json到validate-findings.cjs

原创 最新推荐文章于 2026-09-21 16:50:58 发布 “security-audit-skill”——这个标题乍看像一个抽象概念，但在我过去八年带团队做代码安全治理的过程中，它从来不是PPT里的一页幻灯片，而是每天早上 ...