What is Claude Code?
Claude Code is Anthropic's official AI coding assistant that runs directly in your terminal. Unlike Cursor or GitHub Copilot, it understands your entire codebase and can edit multiple files simultaneously.
Key capabilities:
- 🔍 Understands full project context (not just the open file)
- ✏️ Edits multiple files in a single command
- 🖥️ Executes shell commands (tests, builds, deploys)
- 🗣️ Natural language interaction — describe what you want, AI delivers
Best for: Backend development, scripting, automation, CI/CD integration, code review.
Installation
Requirements
- Node.js 18.0+
- macOS, Linux, or Windows 10+
- Terminal with ANSI color support
Install
# npm (all platforms)
npm install -g @anthropic-ai/claude-code
# Verify
claude-code --version
Configuration
Option 1: Official Anthropic API
export ANTHROPIC_API_KEY="sk-ant-api03-xxxxx"
Pricing: Claude Opus 4.6 — $15/M input, $75/M output tokens.
Option 2: API Gateway (Recommended — 45% Cheaper)
Why use an API gateway?
- 45% cheaper than official pricing
- 600+ models with one key (Claude + GPT + Gemini + DeepSeek)
- Better international latency
- No credit card required (Alipay/WeChat supported)
export ANTHROPIC_API_KEY="sk-xxxxxx" # Your gateway key
export ANTHROPIC_BASE_URL="https://crazyrouter.com/v1"
| Method | Input Price | Output Price | Savings |
|---|---|---|---|
| Official API | $15/M | $75/M | — |
| API Gateway | $8.25/M | $41.25/M | 45% |
Core Usage
# Start in your project
cd /path/to/project
claude-code
Essential Commands
| Command | Description |
|---|---|
/add <path> |
Add files/dirs to context |
/clear |
Clear conversation history |
/model <name> |
Switch model |
/cost |
Show session cost |
/exit |
Quit |
Real-World Examples
Create a REST API
> Create a Flask REST API with:
> 1. GET /users - list all users
> 2. POST /users - create user with validation
> 3. SQLite database
> 4. Error handling and logging
Claude Code creates app.py, models.py, requirements.txt, init_db.py — all tested and runnable.
Refactor Entire Codebase
> Convert all sync functions in src/ to async/await
Scans all Python files → identifies sync functions → converts to async → updates all call sites → adds asyncio imports.
Security Audit
> Review src/auth.py for security vulnerabilities
Output:
🔴 Security Issues:
- Line 45: Passwords stored unencrypted
- Line 78: SQL injection risk (string concatenation)
🟡 Performance:
- Line 120: N+1 query in loop
- Line 156: Missing database index
✅ Recommendations:
1. Use bcrypt for password hashing
2. Switch to parameterized queries
3. Add composite index on (user_id, created_at)
Generate Tests
> Generate unit tests for all functions in src/api.py
Creates tests/test_api.py with happy path, edge cases, error handling, and mocked dependencies.
Advanced: CI/CD Integration
# .github/workflows/ai-review.yml
name: AI Code Review
on: [pull_request]
jobs:
review:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- uses: actions/setup-node@v3
with:
node-version: '18'
- run: npm install -g @anthropic-ai/claude-code
- name: AI Review
env:
ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
ANTHROPIC_BASE_URL: "https://crazyrouter.com/v1"
run: |
claude-code --read-only --non-interactive \
"Review this PR for bugs, security issues, and style" \
> review.txt
cat review.txt >> $GITHUB_STEP_SUMMARY
Claude Code vs Cursor vs Copilot
| Feature | Claude Code | Cursor | Copilot |
|---|---|---|---|
| Interface | Terminal | GUI (VS Code) | IDE Plugin |
| Full codebase context | ✅ | ⚠️ Limited | ❌ |
| Multi-file editing | ✅ | ✅ | ❌ |
| Custom API endpoint | ✅ | ❌ | ❌ |
| CI/CD integration | ✅ | ❌ | ❌ |
| Price | Pay-per-token | $20/mo | $10/mo |
| Model flexibility | ✅ Any model | Claude only | GPT only |
Choose Claude Code if: you do backend work, need CI/CD integration, want model flexibility, or prefer terminal workflows.
Choose Cursor if: you prefer visual editing and work primarily on frontend.
Cost Optimization
- Use Sonnet 4.5 for simple tasks — 5x cheaper than Opus 4.6
-
Clear context with
/clearwhen switching topics - Use an API gateway — save 45% on every API call
-
Monitor spending with
/costcommand - Batch similar tasks instead of making many small requests
FAQ
Q: Does Claude Code upload my entire codebase?
Only files you add to context via /add or that Claude requests to read. Use --read-only for extra safety.
Q: Which languages are supported?
All major languages: Python, JavaScript/TypeScript, Go, Rust, Ruby, PHP, Swift, Kotlin, C/C++, SQL, and more.
Q: Can I use non-Claude models?
Yes! With an API gateway:
/model gpt-4o
/model gemini-2.5-pro
/model deepseek-v3
Q: How do I handle rate limits?
Use an API gateway with automatic fallback — if one provider is rate-limited, it routes to another model automatically.
Q: Is my code secure?
Code is sent to the API provider (Anthropic or your gateway). For sensitive codebases, consider self-hosting or using --read-only mode.
Get Started
- Install:
npm install -g @anthropic-ai/claude-code - Get an API key: crazyrouter.com (45% cheaper, 600+ models)
- Configure:
export ANTHROPIC_BASE_URL="https://crazyrouter.com/v1" - Start coding:
claude-code
Try Crazyrouter — one API key for 600+ AI models, 45% cheaper than going direct. crazyrouter.com
Top comments (0)