告别YAML，Spec4j自动生成REST API规范，让GitHub Actions无缝集成，简化接口管理。
Article URL: https://github.com/marketplace/actions/spec4j Comments URL: https://news.ycombinator.com/item?id=49375314 Points: 3 # Comments: 3
把测试用例放进 Git 会踩哪些坑？QA 社区的尖锐反对意见与真实落地教训，值得一试。
I asked r/QualityAssurance a blunt question: is managing manual test cases as YAML files inside Git a good idea? The thread got lively. People were no…
同步Claude Code与Codex配置，可视化漂移监控，YAML双向无损兼容，附带SHA256校验保障数据一致性。
Article URL: https://github.com/slash9494/ai-config-sync-manager Comments URL: https://news.ycombinator.com/item?id=49044662 Points: 1 # Comments: 0
一个可集成到AI代理中的技能，自动生成生产级GitHub Actions工作流，零YAML错误，通过12个质量门控和5个决策模板确保可靠性。
I Built an AI Skill That Writes GitHub Actions Workflows — With Zero Config Errors Stop hand-crafting YAML. Let any AI agent generate production-ready…
Qdrant用户福音：类Alembic的声明式YAML迁移，一条命令搞定向量库schema版本管理
Hey HN! I'm Diego. I've been extensively using Qdrant for hybrid search, but there's no standard way to track and manage schema migrations. I've used …
复制粘贴YAML代码，快速构建Power Apps画布界面，告别繁琐拖拽，大幅提升开发效率。
If you build canvas apps in Power Apps, you've probably rebuilt the same modal, search bar, or navigation header a dozen times by hand. There's a bett…
用YAML脚本自动化测试MCP服务器，无需LLM参与，支持确定性回放和场景验证。
Hi all. As someone who has spent years working with Ansible and other automation frameworks, the recent MCP boom has me fascinated. People are creatin…
用YAML契约+CI检查，让廉价AI编程模型严守架构规则，实测违规从13/19降至0/20。
I built ANMA because I noticed that cheaper models would often ignore architecture rules. So I did several benchmarks using "Claude Haiku 4.5" with an…
给AI代理装上可版本化的「上下文大脑」，本地优先且开源。
Article URL: https://gcontext.ai Comments URL: https://news.ycombinator.com/item?id=48606940 Points: 1 # Comments: 0
用YAML编排本地自动化流程，内置LLM步骤，轻松把AI能力接入日常任务。
Article URL: https://rorlikowski.github.io/stepyard/ Comments URL: https://news.ycombinator.com/item?id=48607721 Points: 4 # Comments: 2
用YAML文件编写API测试，轻松集成pytest运行，支持HTTP和MQTT，简化测试流程。
Tavern إضافة مفيدة لـ pytest : تكتب اختبار API في ملف YAML، ثم تشغّله كاختبار pytest عادي. إذا كان فريقك يستخدم Python يوميًا، فهذا يعني أنك تحصل على …
深度探讨Helm Charts对简单SPA应用是否是过度工程，用实际YAML对比揭示DevOps决策取舍。
Ah, the Single Page Application (SPA). You’ve built it in React, Vue, or Svelte. You’ve run npm run build, and out pops a dist/ folder containing a fe…
从C#控制器一键生成OpenAPI 3.0.3规范，粘贴代码即得完整YAML文档
This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built: AutoDoc is a tool that automatically generates enriched OpenAPI 3.0.3 doc…
大模型能否终结YAML？社区激辩配置语言的存废问题
Curious to know your opinion about YAML and other DSL created to make workflows/processes less software engineering (imperative) and more configuratio…
别再指望AI一次给你整份架构文档了。arc-agent把系统设计拆成需求、实体、API等阶段，逐阶段生成、验证，最后输出可审查的YAML和图表，严谨又实用。
Finally a structured approach to system design: arc-agent . It is a Go CLI for turning a system design prompt into a real design workspace: requiremen…