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JSON Schema

52 articles · Page 1 of 1
Cloud Architecture
Cloud Architecture
Aug 20, 2026 · Backend Development

How a JSON Schema Can Power Billions‑Daily Dynamic Forms: Enterprise‑Level Data Model Architecture

This article explains why dynamic forms are fundamentally a dynamic data‑model problem, outlines a complete enterprise‑grade architecture that compiles JSON Schema into a cached, versioned runtime, and details the end‑to‑end submission flow, multi‑tenant governance, indexing, projection, and observability needed to sustain billions of daily submissions.

CachingData ModelingJSON Schema
0 likes · 36 min read
How a JSON Schema Can Power Billions‑Daily Dynamic Forms: Enterprise‑Level Data Model Architecture
The Dominant Programmer
The Dominant Programmer
Aug 18, 2026 · Artificial Intelligence

Comprehensive Guide to Spring AI Alibaba Tools: From Basics to Advanced

This article presents a complete, runnable Spring AI Alibaba Tools example (v1.1.2.0) that explains core concepts, three creation methods, registration techniques, advanced features such as JSON schema generation and custom result conversion, environment setup, testing commands, and common troubleshooting tips.

AI AgentAlibabaJSON Schema
0 likes · 32 min read
Comprehensive Guide to Spring AI Alibaba Tools: From Basics to Advanced
Qborfy AI
Qborfy AI
Jun 27, 2026 · Artificial Intelligence

Advanced Guide to LLM API: Multimodal Input and Structured Output

This advanced tutorial explores how LLM APIs handle multimodal inputs and produce structured outputs, detailing format differences, image‑generation parameters, JSON vs JSON‑Schema responses, platform‑specific quirks, practical code examples, and best‑practice strategies for building reliable production pipelines.

APIJSON SchemaLLM
0 likes · 19 min read
Advanced Guide to LLM API: Multimodal Input and Structured Output
LuTiao Programming
LuTiao Programming
Jun 23, 2026 · Artificial Intelligence

Spring AI 2.0’s New Lifesaver: Guaranteed JSON Output from Large Models

Spring AI 2.0 adds self‑healing structured output with schema validation and provider‑side constraints, letting Java applications receive reliable JSON objects from large language models, eliminating brittle string‑cleaning code while still requiring business‑level validation.

AI IntegrationJSON SchemaJava
0 likes · 20 min read
Spring AI 2.0’s New Lifesaver: Guaranteed JSON Output from Large Models
The Dominant Programmer
The Dominant Programmer
May 25, 2026 · Artificial Intelligence

Mastering Structured Output in Spring AI: Getting Precise JSON from Large Language Models

This article walks through using Spring AI with Ollama to enforce JSON‑schema‑based structured output for agents, showing why structured responses matter, how Spring AI generates schemas from Java beans, and providing complete runnable code for both basic and advanced tool‑calling scenarios.

AgentFunction CallingJSON Schema
0 likes · 11 min read
Mastering Structured Output in Spring AI: Getting Precise JSON from Large Language Models
Su San Talks Tech
Su San Talks Tech
May 18, 2026 · Artificial Intelligence

How to Guarantee Reliable Function Calling in LLM Agents

The article breaks down the reliability challenges of LLM Function Calling, categorizes five failure modes, and presents concrete engineering safeguards such as precise schema design, tool description, constraint enforcement, few‑shot calibration, structured output, validation‑feedback loops, monitoring, and risk‑aware trade‑offs.

Function CallingJSON SchemaLLM
0 likes · 17 min read
How to Guarantee Reliable Function Calling in LLM Agents
Test Development Learning Exchange
Test Development Learning Exchange
Mar 19, 2026 · Backend Development

Contract‑Driven API Testing with Pydantic and JSON Schema

In fast‑changing APIs, traditional assertions break when fields change, but a dual‑engine approach using JSON Schema for structural contracts and Pydantic for business rules provides a resilient, maintainable testing solution that adapts to evolution while keeping tests focused on critical data.

API-testingContract-DrivenJSON Schema
0 likes · 9 min read
Contract‑Driven API Testing with Pydantic and JSON Schema
Code Ape Tech Column
Code Ape Tech Column
Dec 4, 2025 · Backend Development

How JSON Schema Eliminates Duplicate Form Validation in SpringBoot

This article explains how using JSON Schema as a single source of truth can drive both front‑end rendering and back‑end validation in Java SpringBoot applications, eliminating duplicated validation logic, reducing maintenance costs, and enabling dynamic, versioned forms with real‑time user feedback.

Form ValidationJSON SchemaSpringBoot
0 likes · 12 min read
How JSON Schema Eliminates Duplicate Form Validation in SpringBoot
Java Tech Enthusiast
Java Tech Enthusiast
Nov 7, 2025 · Backend Development

Build Dynamic Forms with SpringBoot and JSON Schema: A Complete Guide

Learn how to create flexible, low‑code dynamic forms by leveraging JSON Schema with SpringBoot on the backend and Vue3 on the frontend, covering schema definition, validation, storage, API design, and automatic UI rendering, plus advanced tips for versioning, low‑code builders, and multi‑platform support.

JSON SchemaSpringBootVue3
0 likes · 10 min read
Build Dynamic Forms with SpringBoot and JSON Schema: A Complete Guide
Architect's Guide
Architect's Guide
Oct 26, 2025 · Frontend Development

Boost Enterprise UI with DripTable: A Low‑Code Dynamic List Solution

DripTable, a React‑based dynamic list framework from JD Retail, lets developers quickly generate configurable backend tables using JSON Schema, offering low‑code development, customizable rendering, and extensible components for efficient enterprise UI creation.

Dynamic TableJSON SchemaReAct
0 likes · 4 min read
Boost Enterprise UI with DripTable: A Low‑Code Dynamic List Solution
Xiaolong Cloud Tech Team
Xiaolong Cloud Tech Team
Oct 15, 2025 · Frontend Development

Generate a Vue3 Admin Dashboard in 10 Minutes with lowcode-demo

The article demonstrates how lowcode-demo lets developers replace thousands of lines of hand‑written Vue3 code with a 10‑minute drag‑and‑drop workflow, detailing its JSON‑Schema‑driven architecture, visual logic builder, one‑click source export, Docker deployment, and a real‑world e‑commerce admin demo.

Admin DashboardDockerJSON Schema
0 likes · 7 min read
Generate a Vue3 Admin Dashboard in 10 Minutes with lowcode-demo
Test Development Learning Exchange
Test Development Learning Exchange
Apr 9, 2025 · Backend Development

Encapsulating Data Type Handling in API Automation Testing with Python

This article explains how to encapsulate data type processing in an API automation framework by creating a Python utility class that provides conversion, validation, and assertion methods, defines JSON Schemas, and demonstrates writing and executing Pytest test cases to ensure correct data types and values.

API-testingData ValidationJSON Schema
0 likes · 6 min read
Encapsulating Data Type Handling in API Automation Testing with Python
Java Web Project
Java Web Project
Apr 5, 2025 · Frontend Development

Build Dynamic Enterprise Tables Fast with DripTable – A Low‑Code React Solution

DripTable, an open‑source React and JSON‑Schema based table framework from JD.com, lets developers quickly generate configurable, extensible enterprise‑grade list pages through low‑code setup, with clear installation steps, code examples, and visual configuration tools for both the generator and runtime sides.

JSON SchemaReActTable
0 likes · 5 min read
Build Dynamic Enterprise Tables Fast with DripTable – A Low‑Code React Solution
macrozheng
macrozheng
Mar 30, 2025 · Frontend Development

Boost Your Admin UI with DripTable: A Low‑Code React Table Solution

This article introduces DripTable, an open‑source React‑based low‑code table framework that uses JSON Schema for rapid backend‑admin list creation, outlines its advantages, explains when to adopt it, and provides step‑by‑step installation and usage instructions for both the configuration and application sides.

JSON Schematable component
0 likes · 5 min read
Boost Your Admin UI with DripTable: A Low‑Code React Table Solution
Java Architecture Diary
Java Architecture Diary
Jan 15, 2025 · Backend Development

Validate AI-Generated JSON in Spring Boot with JSON Schema – A Step-by-Step Guide

This article explains how to integrate the networknt JSON Schema validator into a Spring Boot application to enforce structured AI output, covering dependency setup, schema definition, service implementation, custom output validator, and exception handling, ensuring reliable, correctly formatted JSON responses from AI models.

AIJSON SchemaSpring Boot
0 likes · 9 min read
Validate AI-Generated JSON in Spring Boot with JSON Schema – A Step-by-Step Guide
macrozheng
macrozheng
Aug 23, 2024 · Backend Development

Validate JSON in Spring Boot with JSON Schema: Step‑by‑Step Guide

This article explains how to integrate JSON Schema validation into a Spring Boot application, covering dependency setup, schema definition, bean configuration, service implementation, controller exposure, and testing with curl to ensure JSON payloads conform to the defined rules.

APIBackendJSON Schema
0 likes · 7 min read
Validate JSON in Spring Boot with JSON Schema: Step‑by‑Step Guide
Programmer DD
Programmer DD
Aug 10, 2024 · Artificial Intelligence

How Spring AI Now Supports OpenAI Structured JSON Output – A Quick Guide

Spring AI has added full support for OpenAI's structured output feature, enabling developers to define JSON schemas for AI responses, with example code showing how to configure prompts, response formats, and BeanOutputConverter for seamless JSON-to-Java bean conversion, plus Spring Boot starter configuration.

JSON SchemaJavaOpenAI
0 likes · 5 min read
How Spring AI Now Supports OpenAI Structured JSON Output – A Quick Guide
Programmer DD
Programmer DD
Aug 6, 2024 · Backend Development

Step‑by‑Step JSON Validation in Spring Boot Using JSON Schema

This guide explains how to integrate JSON Schema validation into a Spring Boot application, covering dependency setup, schema definition, bean configuration, service implementation, controller handling, and testing with curl examples to ensure JSON payloads conform to the defined rules.

BackendJSON SchemaJava
0 likes · 7 min read
Step‑by‑Step JSON Validation in Spring Boot Using JSON Schema
Open Source Tech Hub
Open Source Tech Hub
Apr 3, 2024 · Fundamentals

Master JSON Schema in PHP: Validate Your Data with Confidence

This guide explains what JSON Schema is, its core components, and how to use the PHP library justinrainbow/json-schema to install, validate data, coerce types, apply defaults, handle inline references, configure validation flags, and run tests for robust API development.

BackendData ValidationJSON Schema
0 likes · 8 min read
Master JSON Schema in PHP: Validate Your Data with Confidence
Goodme Frontend Team
Goodme Frontend Team
Jan 9, 2024 · Frontend Development

Mastering Formily JSON Schema Rendering: A Deep Dive into Form Rendering Mechanics

This article explains how Formily parses JSON Schema, builds a form tree, handles data binding, validation, and submission, and walks through the internal rendering flow—including createSchemaField, RecursionField, and ReactiveField—while providing practical examples and discussing complex linked‑field scenarios and performance considerations.

Form RenderingJSON SchemaReAct
0 likes · 23 min read
Mastering Formily JSON Schema Rendering: A Deep Dive into Form Rendering Mechanics
ITPUB
ITPUB
Oct 3, 2023 · Backend Development

How to Build a 100% Test‑Coverage Automated Backend Testing System

This article presents a self‑developed automated testing platform for backend services that achieves full test‑case coverage with low maintenance cost by unifying HTTP and RPC access, introducing a parameter‑pool, integrating JSON Schema and JSONPath validation, and leveraging traffic‑driven test‑case generation and scheduling.

BackendCoverageJSON Schema
0 likes · 23 min read
How to Build a 100% Test‑Coverage Automated Backend Testing System
Architect's Tech Stack
Architect's Tech Stack
Jul 31, 2023 · Frontend Development

DripTable: An Open‑Source, High‑Performance Enterprise Table Solution for React

This article introduces DripTable, a JD‑open‑source, React‑based enterprise table framework that uses JSON Schema for low‑code configuration, outlines its features, advantages, usage scenarios, and provides step‑by‑step installation and code examples for both the visual configuration side and the runtime side.

JSON SchemaReActTable
0 likes · 5 min read
DripTable: An Open‑Source, High‑Performance Enterprise Table Solution for React
High Availability Architecture
High Availability Architecture
Jun 26, 2023 · Backend Development

Design and Implementation of an Automated Backend Interface Testing System

This article presents a comprehensive backend automated testing framework that unifies HTTP and RPC access, introduces a parameter‑pool concept, leverages JSON Schema and JSONPath for validation, and outlines coverage metrics, test case generation, discovery, and continuous improvement to achieve near‑100% API test coverage.

API-testingBackendJSON Schema
0 likes · 21 min read
Design and Implementation of an Automated Backend Interface Testing System
FunTester
FunTester
Jun 24, 2023 · Backend Development

How to Build a 100% Coverage Automated Backend Testing System

This article details the design and implementation of a self‑built automated testing platform for backend services that achieves near‑full test‑case coverage by unifying HTTP/RPC access, introducing a parameter‑pool, leveraging JSON Schema and JSONPath, and automating case generation and promotion.

Backend testingHTTPJSON Schema
0 likes · 24 min read
How to Build a 100% Coverage Automated Backend Testing System
Tencent Cloud Developer
Tencent Cloud Developer
Jun 20, 2023 · Artificial Intelligence

Automating Visual Form Generation with AI‑Generated DSL

The article shows how to automate low‑code visual‑form creation by using AI to parse a one‑sentence requirement, split the task into summarizing components and few‑shot prompting, generate a JSON‑Schema DSL, and ensure smooth real‑time delivery via SSE and proper proxy configuration.

AIDSLJSON Schema
0 likes · 11 min read
Automating Visual Form Generation with AI‑Generated DSL
Tencent Cloud Developer
Tencent Cloud Developer
Jun 19, 2023 · Backend Development

Design and Implementation of an Automated Backend Interface Testing System

The article presents a language‑agnostic, low‑maintenance automated backend interface testing system that unifies HTTP and RPC calls, uses a parameter pool, JSON Schema and JSONPath for assertions, generates test cases from live traffic, measures coverage, and continuously updates suites to achieve near‑full coverage.

JSON SchemaJSONPathMQ scheduling
0 likes · 22 min read
Design and Implementation of an Automated Backend Interface Testing System
Watermelon Frontend Tech Team
Watermelon Frontend Tech Team
Dec 29, 2022 · Frontend Development

Why Runtime Type Checking Matters in TypeScript and How to Implement It

The article explains the difference between compile‑time and runtime type checking, why runtime checks are essential for data‑exchange scenarios in TypeScript projects, and compares several practical solutions—including JSON schemas, API‑based libraries like Zod, class‑validator, TypeScript‑JSON‑Schema, TypeScript‑is, and DeepKit—highlighting their advantages, drawbacks, and implementation details.

JSON SchemaTypeScriptValidation
0 likes · 16 min read
Why Runtime Type Checking Matters in TypeScript and How to Implement It
ByteDance Data Platform
ByteDance Data Platform
Aug 24, 2022 · Big Data

How ByteDance Guarantees Real‑Time Data Point Quality with Scalable Validation

This article explains ByteDance's end‑to‑end data‑point (埋点) validation system, covering its technical challenges—usability, accuracy, real‑time visibility, stability, and extensibility—along with SDK integration, QR‑code workflow, JSON‑Schema verification, push‑service architecture, SLA metrics, and future automation plans.

Data ValidationJSON SchemaPush Service
0 likes · 11 min read
How ByteDance Guarantees Real‑Time Data Point Quality with Scalable Validation
JD Retail Technology
JD Retail Technology
Dec 21, 2021 · Frontend Development

Introducing DripForm: An Open‑Source React Dynamic Form Solution

DripForm is an open‑source React form component from JD Retail iPaaS that offers configurable rendering, validation, and visual editing, enabling developers to efficiently build complex, dynamic forms with unified front‑end/back‑end validation, extensibility, and low‑code visual generation.

Form ValidationJSON SchemaReAct
0 likes · 11 min read
Introducing DripForm: An Open‑Source React Dynamic Form Solution
JD Retail Technology
JD Retail Technology
Dec 14, 2021 · Frontend Development

How Drip-Table Low-Code Framework Revolutionizes Web List Development

This article introduces Drip-Table, a low-code front‑end framework from JD Retail that visualizes web list creation, outlines its architecture, core capabilities, JSON Schema definition, real‑world case study, and future roadmap, highlighting how it cuts development effort by up to 75% while supporting complex list requirements.

JSON Schemafrontendlist UI
0 likes · 6 min read
How Drip-Table Low-Code Framework Revolutionizes Web List Development
Aikesheng Open Source Community
Aikesheng Open Source Community
Sep 29, 2021 · Databases

Using MySQL 8.0 JSON Schema Validation Functions

This article explains how MySQL 8.0 introduces strict JSON schema validation, demonstrates the json_schema_valid and json_schema_validation_report functions with array and object examples, and shows how to enforce schema checks in tables using CHECK constraints.

JSON SchemaMySQLSQL
0 likes · 11 min read
Using MySQL 8.0 JSON Schema Validation Functions
HelloTech
HelloTech
Jun 20, 2021 · Frontend Development

Low-Code Platform Development: Concepts, Market Landscape, Architecture, and Implementation

The talk outlines low‑code’s evolution and booming market, explains how visual, schema‑driven platforms like Poseidon Builder let developers of any skill rapidly create and maintain middle‑office web pages with minimal code, dramatically cut development time, and aim toward future auto‑code generation.

JSON SchemaPlatform Architecturelow-code
0 likes · 13 min read
Low-Code Platform Development: Concepts, Market Landscape, Architecture, and Implementation
Programmer DD
Programmer DD
Feb 21, 2021 · Backend Development

What’s New in OpenAPI 3.1.0? Key Features and Improvements Explained

The OpenAPI Specification 3.1.0 has been released, introducing a top‑level jsonSchemaDialect field, updated JSON Schema support, refined URI handling, enhanced file‑upload descriptions, and numerous clarifications that modernize API description and improve consistency across implementations.

3.1.0API SpecificationJSON Schema
0 likes · 4 min read
What’s New in OpenAPI 3.1.0? Key Features and Improvements Explained
37 Mobile Game Tech Team
37 Mobile Game Tech Team
Jan 6, 2021 · Frontend Development

Building a Vue‑Based Visual Editor: Architecture, JSON Schema & Drag‑Drop

This article outlines the design and implementation of a Vue‑powered visual editor, covering its three‑part architecture (editor, component library, backend), JSON schema hierarchy, component creation and configuration, state management with Vuex, drag‑and‑drop mechanics, and server‑side rendering.

Component LibraryDrag-and-DropJSON Schema
0 likes · 15 min read
Building a Vue‑Based Visual Editor: Architecture, JSON Schema & Drag‑Drop
NetEase Cloud Music Tech Team
NetEase Cloud Music Tech Team
Aug 20, 2020 · Frontend Development

JSON-Based Form Solution for Complex B-end Scenarios in NetEase Cloud Music

NetEase Cloud Music’s frontend team created a JSON‑based form framework that extends Ant Design, offering async validation with error and warning states, reverse‑listener field linking, four exclusive form modes, flexible option loading, and performance‑optimized core‑render separation for complex B‑end applications.

B-end ApplicationForm LinkageForm Validation
0 likes · 12 min read
JSON-Based Form Solution for Complex B-end Scenarios in NetEase Cloud Music
JD Retail Technology
JD Retail Technology
Jun 3, 2020 · Frontend Development

Design and Implementation of a Frontend Configuration Engine for Component‑Based Page Development

This article explains how a frontend configuration engine can be designed to boost page development efficiency by using component‑based architecture, detailing attribute definitions, data requests, hierarchical relationships, and cross‑component interactions, and illustrates the approach with JSON schemas and React code examples.

Component ArchitectureJSON SchemaReAct
0 likes · 16 min read
Design and Implementation of a Frontend Configuration Engine for Component‑Based Page Development
政采云技术
政采云技术
Apr 12, 2020 · Frontend Development

Frontend Building System: Architecture, Deployment, and JSON Schema Practices

This article introduces a frontend building system covering its motivation, business scenarios, core modules, architecture diagram, deployment strategy, JSON Schema usage, data configuration, and visualisation, while also sharing the speaker's background and recruitment information for the team.

ComponentJSON Schemaengineering
0 likes · 11 min read
Frontend Building System: Architecture, Deployment, and JSON Schema Practices
Alibaba Cloud Native
Alibaba Cloud Native
Dec 26, 2019 · Cloud Native

How to Model and Expose Cloud Services with OAM: A Practical Guide

This guide explains how to use the Open Application Model (OAM) to classify services, write OAM definitions with JSON Schema, implement an OAM operator, and uniformly expose and consume cloud resources across platforms, illustrated with Kubernetes examples and code snippets.

JSON SchemaKubernetesOAM
0 likes · 10 min read
How to Model and Expose Cloud Services with OAM: A Practical Guide
Xianyu Technology
Xianyu Technology
May 28, 2019 · Backend Development

Design of a Scalable Ad Placement System for Xianyu

The article describes a scalable placement system for Xianyu that links front‑end resource slots with multiple backend data sources via a visual‑schema‑driven API, enabling personalized banner and feed content, batch request optimization, rapid campaign management, and reduced developer effort while serving millions of users daily.

JSON Schemaad placementdynamic forms
0 likes · 8 min read
Design of a Scalable Ad Placement System for Xianyu
360 Tech Engineering
360 Tech Engineering
Feb 15, 2019 · Backend Development

Using JSON Schema for API Response Validation

This article introduces JSON Schema, explains its role in defining and validating JSON data structures, shows how to obtain implementations for various languages, and provides practical examples and configuration items for validating API responses in backend testing scenarios.

API validationBackendData Validation
0 likes · 7 min read
Using JSON Schema for API Response Validation
360 Quality & Efficiency
360 Quality & Efficiency
Feb 1, 2019 · Backend Development

Using JSON Schema for API Response Validation

This article introduces JSON Schema, explains how to obtain implementations for various languages, demonstrates its usage for validating API responses, and details the most common configuration keywords and examples to help developers efficiently enforce JSON data formats.

API validationBackendJSON Schema
0 likes · 8 min read
Using JSON Schema for API Response Validation