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Articles · Tutorials · Reference

The JSONTools Blog

In-depth guides on JSON, JSON Schema, JWT, JSONPath, REST APIs, and everything in between. Written for developers who want more than the official docs.

Tutorial · 4 articles

Tutorial

Parsing JSON in Go, Rust, and Python: Idiomatic Approaches Compared

Compare JSON parsing idioms across three popular languages. Struct tags, serde, dataclasses, error handling, performance trade-offs, and which approach fits your style.

2026-02-20 · 9 min

How to Compare Two JSON Files: 5 Methods With Examples

Compare two JSON files line-by-line, semantically, or structurally. Compare nested objects, ignore key order, find differences in arrays. With browser, CLI, and Python examples.

2026-02-08 · 7 min

Common JSON Parsing Errors and How to Fix Them

The eight most common JSON parsing errors with examples, exact error messages, and fixes. Covers trailing commas, unescaped characters, BOM, encoding, and more.

2026-01-29 · 7 min

JSON for Complete Beginners: A 10-Minute Tutorial

Learn JSON from scratch in 10 minutes. Syntax, data types, nesting, and your first practical examples. No prior programming experience required.

2026-01-10 · 5 min
Comparisons · 2 articles

Comparisons

JSON vs XML: When to Use Each Format

XML once ruled data interchange — now JSON dominates. We compare both formats on syntax, performance, tooling, and use cases, with practical guidance on when XML still wins.

2026-01-20 · 7 min

JSON vs YAML: Which Format Should You Use in 2026?

Detailed comparison of JSON and YAML — syntax, readability, performance, tooling, and when to choose each. With examples from Kubernetes, GitHub Actions, and API design.

2026-01-15 · 8 min
Reference · 3 articles

Reference

JSONC and JSON5: When to Use JSON With Comments

JSONC and JSON5 add comments and trailing commas to JSON. Compare their syntax, where each is used (VS Code, npm), and how to convert them to strict JSON.

2026-03-12 · 6 min

JSON Data Types: The Complete Reference

A complete guide to the six JSON data types — string, number, boolean, null, object, array — with edge cases around numbers, Unicode, and how each language maps them.

2026-02-15 · 9 min

JSON Schema Draft 7 vs 2020-12: What Changed and What to Use

A practical comparison of JSON Schema Draft 7 and Draft 2020-12. New keywords, breaking changes, $ref behavior, and how to choose between them for your project.

2026-02-14 · 8 min
API Design · 1 article

Api Design

JSON in REST APIs: Conventions, Patterns, and Pitfalls

How JSON is used in REST APIs in practice. Resource representation, pagination, error formats, content negotiation, versioning, and the conventions most APIs follow.

2026-03-05 · 8 min
Performance · 3 articles

Performance

How to Handle Large JSON Files Without Running Out of Memory

Strategies for parsing, querying, and transforming gigabyte-scale JSON files — streaming parsers in Python, Node.js, jq, and when to convert to JSONL.

2026-03-29 · 8 min

The Performance Cost of Deeply Nested JSON

Why deeply nested JSON hurts parser performance, memory use, and API consumer code. Benchmarks, when nesting is worth it, and how to flatten responsibly.

2026-03-18 · 7 min

Minify JSON for API Performance: Does It Actually Help?

When and how much JSON minification matters for API performance. Measured impact, comparison with gzip/brotli, and when minifying is a waste of effort.

2026-02-22 · 6 min
Security · 2 articles

Security

JWT vs Session Cookies: Which Should You Use in 2026?

A practical comparison of JWT-based authentication and traditional session cookies — security, scalability, revocation, and which to choose for your app.

2026-04-05 · 8 min

JWT Security: Best Practices and Common Mistakes

JSON Web Tokens are everywhere — and so are the security mistakes. This guide covers the pitfalls (alg:none, weak secrets, leaked tokens) and the fixes (short expiration, proper va...

2026-02-01 · 11 min
Background · 1 article

Background

A Brief History of JSON: From JavaScript Subset to Universal Data Format

How JSON went from a JavaScript hack in 2001 to the data format underlying nearly every modern API. The Douglas Crockford story, the spec wars, and what comes next.

2026-01-22 · 6 min
AI / LLMs · 1 article

AI / LLMs

How AI Models Parse JSON: Structured Output, Function Calling, and Pitfalls

Modern LLMs can return structured JSON output, but the mechanisms vary. Structured output APIs, function calling, JSON mode, and what to watch out for in production.

2026-03-25 · 8 min
Databases · 1 article

Databases

JSON in PostgreSQL: JSONB vs JSON, and When to Use Each

A practical comparison of PostgreSQL JSON and JSONB types — storage, performance, indexing, operators, and the rule-of-thumb for picking between them.

2026-03-22 · 7 min
Tutorials · 8 articles

Tutorials

Working with JSON Files in Node.js: Read, Write, and Edit Safely

A practical guide to reading, writing, modifying, and streaming JSON files in Node.js — with atomic writes, error handling, and large-file patterns.

2026-03-15 · 7 min

Pretty-Print JSON in the Terminal with jq (and 4 Alternatives)

How to pretty-print, filter, and query JSON from the command line. Five tools compared: jq, python -m json.tool, fx, jless, and gron.

2026-03-08 · 7 min

How to Format JSON in JavaScript: Complete Guide

Format JSON in JavaScript using JSON.stringify, in Node.js, in the browser, and via command-line tools. Covers indent options, sort_keys equivalents, and edge cases.

2026-02-12 · 6 min

How to Format JSON in Python: 4 Methods Compared

Format and pretty-print JSON in Python using the standard library and popular third-party tools. Examples with json.dumps, command-line use, rich for color output, and orjson for s...

2026-02-10 · 6 min

5 Ways to Convert JSON to CSV (and When to Use Each)

Compare five methods for converting JSON to CSV — online tools, Python pandas, jq, Node.js, and PowerShell. With handling for nested objects and arrays.

2026-02-08 · 8 min

JSONPath Tutorial: Complete Guide with Examples

Learn JSONPath — the query language for JSON. Wildcards, recursive descent, filters, slices, and real-world examples for extracting data from API responses.

2026-02-05 · 9 min

How to Validate JSON Against a Schema (with Examples)

Step-by-step guide to validating JSON against JSON Schema — using online tools, JavaScript (Ajv), Python (jsonschema), and Go. With real-world examples for API payloads.

2026-02-02 · 7 min

Understanding JSON Schema: A Complete Guide

JSON Schema lets you describe and validate JSON data. This guide covers the syntax, common keywords, drafts, and real-world examples — from basic type checks to complex composition...

2026-01-25 · 12 min
Best Practices · 1 article

Best Practices

JSON Best Practices for API Design (12 Rules That Hold Up)

12 practical rules for designing JSON APIs that age well — naming conventions, null handling, pagination, error responses, and what to avoid.

2026-03-01 · 10 min
Troubleshooting · 1 article

Troubleshooting

Why Is My JSON Invalid? 10 Common Errors and Fixes

Trailing commas, single quotes, unquoted keys — the most common JSON parsing errors and how to fix each one. A diagnostic guide for developers debugging JSON.

2026-02-15 · 7 min
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