关键词里没写，但实际使用中高频出现的三个硬需求是： 响应体即时解析、断言路径预检、多版本JSON结构比对 。这三点，恰恰是纯在线工具或通用编辑器插件完全无法覆盖的。它不是给开发者用的“便利工具”，而是给测试工程师量身定制的“数据透视镜”。

当AI 承担大部分代码产出时，语言的评价标准从表达力转向反馈确定性——所以选择那个给你的 AI 反馈最多、最便宜、最不漏的语言。 引子：一个正在发生但没被充分定价的变化 2026 年，Sonar 对 1100 多名职业开发者的调查给出了一组数字：AI ...

3. VS Code 插件接入与 settings.json 骨架 在 VS Code 里搜两个插件安装： PlantUML （作者 jebbs）和 Graphviz Interactive Preview （可选，用于预览 dot 文件）。装完后，PlantUML 插件默认会去找系统 java，但 Ubuntu 上多版本共存时经常找错，所以要在 settings.json 里显式指定。

While JSON is probably the most popular format for exchanging data, JSON Schema is the vocabulary that enables JSON data consistency, validity, and interoperability at scale.

Plans for JDK 28 include value objects, generational garbage collection, strict field initialization, a simple JSON API, and PEM encodings of cryptographic objects. Ahead-of-time code compilation has ...

JSON:API is a specification for how a client should request that resources be fetched or modified, and how a server should respond to those requests. JSON:API is designed to minimize both the number ...

Paradigm Shifts in the Modern Creative Environment and the Rise of Open SourceFor many years, the professional software ...

Why Your AI Refactoring FailsSpaghetti code spanning thousands or even tens of thousands of lines. The specifications stopped ...

A range of AI trust, guardrail, and red-teaming platforms is emerging to help control and secure the LLMs and agents deployed across your enterprise. Here’s an overview of the most promising tools ...

Application Security Unsloth Studio Flaw Turns Routine Model Inspection Into Code Execution A patched Unsloth Studio vulnerability allows malicious AI models to execute arbitrary Python code during ...