惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
WordPress大学
WordPress大学
T
Tailwind CSS Blog
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
G
Google Developers Blog
aimingoo的专栏
aimingoo的专栏
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
C
CXSECURITY Database RSS Feed - CXSecurity.com
宝玉的分享
宝玉的分享
T
Threatpost
Google DeepMind News
Google DeepMind News
N
News and Events Feed by Topic
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
The Cloudflare Blog
Microsoft Azure Blog
Microsoft Azure Blog
云风的 BLOG
云风的 BLOG
Recent Announcements
Recent Announcements
NISL@THU
NISL@THU
MongoDB | Blog
MongoDB | Blog
美团技术团队
大猫的无限游戏
大猫的无限游戏
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
博客园 - 三生石上(FineUI控件)
B
Blog RSS Feed
Spread Privacy
Spread Privacy
W
WeLiveSecurity
Recorded Future
Recorded Future
D
DataBreaches.Net
The GitHub Blog
The GitHub Blog
P
Privacy International News Feed
P
Proofpoint News Feed
A
Arctic Wolf
Vercel News
Vercel News
D
Docker
L
LangChain Blog
C
Cybersecurity and Infrastructure Security Agency CISA
V
Visual Studio Blog
U
Unit 42
Project Zero
Project Zero
Apple Machine Learning Research
Apple Machine Learning Research
L
LINUX DO - 热门话题
雷峰网
雷峰网
S
Securelist
阮一峰的网络日志
阮一峰的网络日志
S
SegmentFault 最新的问题
酷 壳 – CoolShell
酷 壳 – CoolShell
T
Threat Research - Cisco Blogs
小众软件
小众软件
N
News and Events Feed by Topic

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant Common SOC 2 Failures (Real World) Stop Vibe-Checking Your AI App: A Practical Guide to Evals How to Use SonarQube and SonarScanner Locally to Level Up Your Code Quality Your Next To-Do App Is Dead — I Replaced Mine with an OpenClaw AI Sign a Nostr event in 60 lines of Python using coincurve — no nostr-sdk, no nbxplorer, no rust toolchain ITGC Audit Explained Like You’re in Big 4 Patch Tuesday abril 2026: Microsoft parcha 163 vulnerabilidades y un zero-day en SharePoint Stop scraping everything: a better way to track competitor price changes Listing on MCPize + the Official MCP Registry while routing payments OUTSIDE the marketplace — how I kept 100% of my x402 revenue Building an AI-Powered Risk Intelligence System Using Serverless Architecture Why We Ripped Function Overloading Out of Our AI Toolchain Testing AI-Generated Code: How to Actually Know If It Works SaaS Churn Is Killing Your Business. Here Is What to Do About It (Without a Support Team) The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why How to Implement RBAC for MCP Tools: A Practical Guide for Engineering Teams From Standard Quote to Persuasive Proposal: AI Automation for Arborists I built a CLI that scaffolds complete multi-tenant SaaS apps Axios CVE-2025–62718: The Silent SSRF Bug That Could Be Hiding in Your Node.js App Right Now The dashboard that ended our friendship Data Pipelines Explained Simply (and How to Build Them with Python) The Hidden Cost of AI Systems Nobody Talks About. undefined vs undeclared, and how typeof behaves Switching from file-based jobs to NATS/Kafka in Rust without changing code io_uring Adventures: Rust Servers That Love Syscalls Why Agentic AI is Killing the Traditional Database The POUR principles of web accessibility for developers and designers Quantum Neural Network 3D — A Deep Dive into Interactive WebGL Visualization How To Install Caveman In Codex On macOS And Windows Automation Pipeline Reliability: Why Your Workflow Breaks When Nobody Is Watching I Built an 'Open World' AI Coding Agent — It Works From ANY Folder From Freelancing to Product: A Tech Service Company's SaaS Transformation China's AI Giants: Adding Tencent Hunyuan & ByteDance Doubao to AI University (74 Providers) On the Vibe Coders and Their Lies clerk: Auto-Summarize Your Claude Code Sessions AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground AI 週報 — 2026/04/10–2026/04/17 模型封鎖潮來了,但工具鏈才是真戰場 Maybe this is how Open-Source apps are born... 🚀 Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect` Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC. Implementing FSRS Spaced Repetition in Flutter + Supabase — Adding Memory Science to an AI Learning App "I Texted My Localhost From the Train — Claude Code Fixed the Bug Before I Got Home" I Built a Sales Prep AI and It Went Deeper Than Expected Design to Code #2: One JSON, Eleven Outputs Solving the 100M-Row Problem: A Summary Table Pattern for High-Volume Push Notification Logs Flutter Web With Wasm: What Actually Changes For Developers I Built 50 Royalty-Free Soundtracks for My Side Project in a Weekend Using AI Music Generation The Vibe Coding Security Checklist: 7 Things to Check Before You Ship Stop Letting Googlebot Guess Fix Your React App's SEO Right Desconstruindo o Streaming do LinkedIn: Como Criar um Engine de Extração de Vídeo de Alta Performance com HLS e FFmpeg (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning Brand Relationship Management at Scale: Our 4-Touch Outreach System for 200+ Brands Why String.fromEnvironment() Might Return an Empty String in Dart JGuardrails 1.0.0 — Hardening Java LLM Apps Against Jailbreaks, Toxicity, and Prompt Injection Plan and Schedule a Full Week of Threads Content From One Claude Conversation Coding Cat Oran Ep3, Five Tables Changed Everything BFF模式详解:构建前后端协同的中间层 I'm done watching freelancers get buried by 200 proposals. So I'm building the alternative. This is my first post BFS Algorithm in Java Step by Step Tutorial with Examples Tracking LLM Pricing Monthly: An Open Dataset for 22 AI Models How We Measure Content ROI on a Comparison Site: Revenue Attribution Without Perfect Data Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams I built a free desktop video downloader for Windows — Grabbit How Talkie OCR Helps Vision-Impaired & Dyslexic Users Read the World Around Them VRCFaceTracking安装和iPhone面捕配置教程,有bug Even CrowdStrike Can't See Your Agents The Automation Gold Rush: What n8n Workflows and Claude Are Opening Up for Developers Right Now
How to Document APIs in Confluence
Yamuno · 2026-05-20 · via DEV Community

How to Document APIs in Confluence

API docs fail for the same reasons every time: they live in too many places, nobody owns them, and updating them feels optional.

The Postman collection is the real reference. The Swagger file is six months behind the code. The Confluence page was accurate once. The README has a curl example that stopped working in v2. Developers new to the codebase have to triangulate between all of them and ask a colleague anyway.

Centralizing API documentation in Confluence doesn't fix all of this automatically — but it gives you a single place to link from everywhere else, and the right structure makes it far easier to keep up to date.


Why API Documentation Gets Stale

The core problem isn't that people are lazy. It's that documentation lives in a different tool than the code, so every change requires two actions: update the code, then update the docs. That second step gets skipped when deadlines are tight, and it never catches up.

Secondary problems layer on top:

  • No clear owner. The developer who built it moves on. Nobody else knows enough to update it confidently.
  • Wrong format. Prose descriptions of request bodies are ambiguous. Code examples with no explanation assume too much. A mix of both with no consistent structure is the worst of both worlds.
  • Swagger/OpenAPI as the only source. Auto-generated docs show you what the API does, not why, what the gotchas are, or what the actual production behavior looks like in edge cases.

Good API documentation combines auto-generated spec output with hand-written context. Confluence is where the hand-written context should live.


What Good API Documentation Includes

For each API (or logical group of endpoints), your documentation should cover:

Authentication and authorization — how to get credentials, token lifetime, scope requirements, which endpoints need which permissions. This is the most-asked question from new integrators and the hardest to find in auto-generated docs.

Base URL and versioning — current version, how versioning works, deprecation policy. A table showing v1/v2 differences is worth more than a paragraph.

Endpoint reference — for each endpoint: method, path, description, request parameters (path, query, header, body), example request, example response, error codes. See the template at the bottom of this post.

Error codes — a dedicated table of all error codes, what they mean, and what the caller should do about them. 400 Bad Request is not useful documentation.

Changelog — what changed between versions and when. The changelog is the first thing an existing integrator checks when something breaks after a release.

Rate limits and quotas — numbers, what triggers throttling, what the response looks like, how to handle retry.


Structuring API Docs in Confluence

A Confluence space structure that works well for a team maintaining one or more APIs:

API Documentation (space root)
├── Getting Started
│   ├── Authentication
│   ├── Rate Limits & Quotas
│   └── SDKs & Client Libraries
├── API Reference
│   ├── Users API
│   │   ├── GET /users
│   │   ├── POST /users
│   │   ├── GET /users/{id}
│   │   └── DELETE /users/{id}
│   └── Orders API
│       └── ...
├── Changelog
│   ├── v3.0.0 (2026-04-01)
│   ├── v2.5.0 (2025-12-10)
│   └── ...
└── Guides
    ├── Handling Pagination
    ├── Webhook Setup
    └── Error Handling Patterns

Enter fullscreen mode Exit fullscreen mode

Keep the API Reference section flat within each API group — one page per endpoint. Deep nesting makes the sidebar useless. The Changelog and Guides sections are where you write prose; the Reference section is where you write specs.


Writing Request and Response Examples in Confluence

This is where most Confluence API docs fall apart. People write prose descriptions of JSON fields, or paste unformatted request examples that are impossible to scan.

The right approach is structured code blocks with clear labels. Markdown Renderer for Confluence lets you write these directly in markdown on any Confluence page — including fenced code blocks with language hints that render with syntax highlighting.

A request example written in markdown on a Confluence page:

**Request**

Enter fullscreen mode Exit fullscreen mode


http
POST /v3/orders
Authorization: Bearer {token}
Content-Type: application/json

{
"customer_id": "cus_8f3k2",
"items": [
{ "sku": "WIDGET-001", "quantity": 2 },
{ "sku": "GADGET-042", "quantity": 1 }
],
"shipping_address": {
"line1": "123 Main St",
"city": "Austin",
"state": "TX",
"zip": "78701"
}
}
`

Response — 201 Created

json
{
"order_id": "ord_9g4m1",
"status": "pending",
"created_at": "2026-05-20T14:32:00Z",
"total_cents": 4799
}
``


This renders cleanly in Confluence via Markdown Renderer, and it's easy to edit. No Confluence macro hunting, no storage format XML — just write markdown.

---

## Keeping Docs in Sync with Code

The documentation drift problem doesn't go away with better structure — it needs a process fix too.

**Link the Confluence page from the code.** Add a comment in the route handler or controller pointing to the Confluence page. When a developer changes the endpoint, the link is right there.

Enter fullscreen mode Exit fullscreen mode


python

POST /v3/orders

Docs: https://yourspace.atlassian.net/wiki/x/AbCdEf

@app.route("/v3/orders", methods=["POST"])
def create_order():
...


**Add the docs update to your PR checklist.** If your team uses a PR template, add a checkbox: "Updated API docs in Confluence if endpoints changed." It sounds obvious but it works.

**Use the Confluence REST API for automated updates.** For teams with documentation-as-code workflows, the Confluence REST API lets you push page updates from CI. Your OpenAPI spec can be auto-rendered into a Confluence page on every merge to main, and the hand-written context pages stay separate and stable.

Enter fullscreen mode Exit fullscreen mode


bash

Update a Confluence page via REST API

curl -X PUT \
"https://yoursite.atlassian.net/wiki/rest/api/content/{pageId}" \
-H "Authorization: Bearer $CONFLUENCE_TOKEN" \
-H "Content-Type: application/json" \
-d '{
"version": { "number": 12 },
"title": "GET /users/{id}",
"type": "page",
"body": {
"storage": {
"value": "

Updated content here

",
"representation": "storage"
}
}
}'


---

## Page Template: API Endpoint Reference

Here's a practical template for a single endpoint page. Copy it, fill it in, repeat per endpoint.

Enter fullscreen mode Exit fullscreen mode


markdown

Overview

Brief description of what this endpoint does and when to use it.

Request

Method & Path: POST /v3/users

Authentication: Bearer token required. Scope: users:write

Headers

Header Required Description
Authorization Yes Bearer {token}
Content-Type Yes application/json

Body Parameters

Field Type Required Description
email string Yes User's email address
name string Yes Display name
role string No One of: admin, member, viewer. Default: member

Example Request

POST /v3/users
Authorization: Bearer eyJhb...
Content-Type: application/json

{
  "email": "alex@example.com",
  "name": "Alex Kim",
  "role": "member"
}
` ``

## Response

### 201 Created

Enter fullscreen mode Exit fullscreen mode


json
{
"user_id": "usr_7c2p9",
"email": "alex@example.com",
"name": "Alex Kim",
"role": "member",
"created_at": "2026-05-20T10:00:00Z"
}
`

Error Codes

Code Meaning Action
400 Missing required field Check request body against schema
409 Email already registered Use existing account or change email
422 Invalid role value Use one of: admin, member, viewer
429 Rate limit exceeded Back off and retry after Retry-After header

Notes

Any gotchas, rate limit specifics, or behavior that differs from the general rules.
`


Getting Started

Install Markdown Renderer for Confluence from the Atlassian Marketplace to write and edit API docs in markdown directly on Confluence pages — code blocks, tables, and all.


Questions? Reach out via our support portal.