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clade-migration-deep-dive
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- ai Repository topic
- automation Repository topic
- claude-code Repository topic
- devops Repository topic
- mcp Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- claude-code-plugins Repository topic
- developer-tools Repository topic
- llm Repository topic
- saas Declared skill tag
- anthropic Declared skill tag
- claude Declared skill tag
- migration Declared skill tag
- openai Declared skill tag
- engineering Derived category
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# Migrate from OpenAI to Anthropic
## Overview
Migrate from OpenAI/GPT to Anthropic/Claude. Covers the complete API mapping (endpoints, models, response shapes), SDK swap with before/after code, five key differences (max_tokens required, system as top-level param, alternating messages, response path, streaming events), and tool use migration.
## API Mapping
| OpenAI | Anthropic | Notes |
|--------|-----------|-------|
| `openai.chat.completions.create()` | `anthropic.messages.create()` | Different request/response shape |
| `model: 'gpt-4o'` | `model: 'claude-sonnet-4-20250514'` | Different model IDs |
| `response.choices[0].message.content` | `response.content[0].text` | Different response path |
| `system` in messages array | `system` as separate parameter | Claude uses top-level `system` |
| `response_format: { type: 'json_object' }` | System prompt: "Respond in JSON only" | No native JSON mode |