{ "@context": "https://schema.org", "@id": "https://aggr.aymericbeaumet.com/items/ampcode-com/2025-12-10-amp-python-sdk/#webpage", "@type": [ "WebPage", "ArchiveComponent" ], "articleBody": "For all of you who swear by tabs and clean syntax, the Amp Python SDK is now live.\n\nYou can run Amp programmatically from your Python code, just like you already do in TypeScript.\n\nHere, for example, is how you instruct Amp to migrate React components with [custom toolbox tools](https://ampcode.com/news/toolboxes) to validate changes:\n\n```python\nimport asyncio\nimport os\nfrom amp_sdk import execute, AmpOptions\n\nprompt = \"\"\"\n\t Goal: Migrate all React components from React 17 to React 18.\n\n 1. Find all React component files (.tsx, .jsx)\n 2. For each component:\n - Update deprecated lifecycle methods\n - Replace ReactDOM.render with createRoot\n 3. Track any components that fail migration with the reason\n 4. Run the typecheck_test_tool after each change\n 5. Output a summary: migrated count, failed list with reasons\n\"\"\"\n\nasync def main():\n\n # Use the toolbox directory to share tools with Amp\n toolbox_dir = os.path.join(os.getcwd(), \"toolbox\")\n\n async for message in execute(\n prompt,\n AmpOptions(\n cwd=os.getcwd(),\n toolbox=toolbox_dir,\n visibility=\"workspace\",\n dangerously_allow_all=True,\n ),\n ):\n\n if message.type == \"result\":\n if message.is_error:\n print(f\"Error: {message.error}\")\n else:\n print(f\"Summary: {message.result}\")\n\nif __name__ == \"__main__\":\n asyncio.run(main())\n```\n\nTo get started, install the pip package and the Amp CLI:\n\n```bash\n# Install the Amp SDK with pip\n$ pip install amp-sdk\n\n# Install the Amp CLI globally\n$ npm install -g @ampcode/cli\n```\n\nNow you can build anything with Amp in any Python runtime environment. To get more ideas and familiar with the SDK, take a look at the examples in the [manual](https://ampcode.com/manual/sdk#advanced-usage).\n", "authors": [], "captured_at": "2026-10-03T23:09:50.514863041+00:00", "category": "programming", "content_html": "

For all of you who swear by tabs and clean syntax, the Amp Python SDK is now live.

\n

You can run Amp programmatically from your Python code, just like you already do in TypeScript.

\n

Here, for example, is how you instruct Amp to migrate React components with custom toolbox tools to validate changes:

\n
import asyncio\nimport os\nfrom amp_sdk import execute, AmpOptions\n\nprompt = """\n\t  Goal: Migrate all React components from React 17 to React 18.\n\n    1. Find all React component files (.tsx, .jsx)\n    2. For each component:\n       - Update deprecated lifecycle methods\n       - Replace ReactDOM.render with createRoot\n    3. Track any components that fail migration with the reason\n    4. Run the typecheck_test_tool after each change\n    5. Output a summary: migrated count, failed list with reasons\n"""\n\nasync def main():\n\n    # Use the toolbox directory to share tools with Amp\n    toolbox_dir = os.path.join(os.getcwd(), "toolbox")\n\n    async for message in execute(\n        prompt,\n        AmpOptions(\n            cwd=os.getcwd(),\n            toolbox=toolbox_dir,\n            visibility="workspace",\n            dangerously_allow_all=True,\n        ),\n    ):\n\n        if message.type == "result":\n            if message.is_error:\n                print(f"Error: {message.error}")\n            else:\n                print(f"Summary: {message.result}")\n\nif __name__ == "__main__":\n    asyncio.run(main())\n
\n

To get started, install the pip package and the Amp CLI:

\n
# Install the Amp SDK with pip\n$ pip install amp-sdk\n\n# Install the Amp CLI globally\n$ npm install -g @ampcode/cli\n
\n

Now you can build anything with Amp in any Python runtime environment. To get more ideas and familiar with the SDK, take a look at the examples in the manual.

\n", "content_markdown": "For all of you who swear by tabs and clean syntax, the Amp Python SDK is now live.\n\nYou can run Amp programmatically from your Python code, just like you already do in TypeScript.\n\nHere, for example, is how you instruct Amp to migrate React components with [custom toolbox tools](https://ampcode.com/news/toolboxes) to validate changes:\n\n```python\nimport asyncio\nimport os\nfrom amp_sdk import execute, AmpOptions\n\nprompt = \"\"\"\n\t Goal: Migrate all React components from React 17 to React 18.\n\n 1. Find all React component files (.tsx, .jsx)\n 2. For each component:\n - Update deprecated lifecycle methods\n - Replace ReactDOM.render with createRoot\n 3. Track any components that fail migration with the reason\n 4. Run the typecheck_test_tool after each change\n 5. Output a summary: migrated count, failed list with reasons\n\"\"\"\n\nasync def main():\n\n # Use the toolbox directory to share tools with Amp\n toolbox_dir = os.path.join(os.getcwd(), \"toolbox\")\n\n async for message in execute(\n prompt,\n AmpOptions(\n cwd=os.getcwd(),\n toolbox=toolbox_dir,\n visibility=\"workspace\",\n dangerously_allow_all=True,\n ),\n ):\n\n if message.type == \"result\":\n if message.is_error:\n print(f\"Error: {message.error}\")\n else:\n print(f\"Summary: {message.result}\")\n\nif __name__ == \"__main__\":\n asyncio.run(main())\n```\n\nTo get started, install the pip package and the Amp CLI:\n\n```bash\n# Install the Amp SDK with pip\n$ pip install amp-sdk\n\n# Install the Amp CLI globally\n$ npm install -g @ampcode/cli\n```\n\nNow you can build anything with Amp in any Python runtime environment. To get more ideas and familiar with the SDK, take a look at the examples in the [manual](https://ampcode.com/manual/sdk#advanced-usage).\n", "dateCreated": "2026-10-03T23:09:50.514863041+00:00", "date_created": "2025-12-10T00:00:00+00:00", "date_modified": "2025-12-10T00:00:00+00:00", "date_published": "2025-12-10T00:00:00+00:00", "description": "For all of you who swear by tabs and clean syntax, the Amp Python SDK is now live. You can run Amp programmatically from your Python code, just like you already do in TypeScript. Here, for example, is how you instruct Amp to migrate React…", "external_url": "https://ampcode.com/news/python-sdk", "git": { "commit": "ebb0941c5c06a2ab2377342d607535262a3e969e", "path": "items/ampcode-com/2025/12/2025-12-10-amp-python-sdk.md", "permalink": "https://github.com/aymericbeaumet/aggr-instance/blob/ebb0941c5c06a2ab2377342d607535262a3e969e/items/ampcode-com/2025/12/2025-12-10-amp-python-sdk.md" }, "id": "urn:aggr:item:0dfad07dac72e5cd9919574729143e602d4908bc", "isBasedOn": { "@id": "https://ampcode.com/news/python-sdk" }, "mainEntity": { "@id": "https://ampcode.com/news/python-sdk", "@type": "CreativeWork", "archivedAt": { "@id": "https://aggr.aymericbeaumet.com/items/ampcode-com/2025-12-10-amp-python-sdk/#webpage" }, "dateModified": "2025-12-10T00:00:00+00:00", "datePublished": "2025-12-10T00:00:00+00:00", "headline": "Amp Python SDK", "timeRequired": "PT2M", "url": "https://ampcode.com/news/python-sdk", "wordCount": 232 }, "name": "Archived snapshot: Amp Python SDK", "preview": null, "reading_minutes": 2, "replicated_at": null, "source": "ampcode-com", "source_name": "Amp News", "summary": "For all of you who swear by tabs and clean syntax, the Amp Python SDK is now live. You can run Amp programmatically from your Python code, just like you already do in TypeScript. Here, for example, is how you instruct Amp to migrate React components with custom toolbox tools to validate changes: import asyncio import os from amp_sdk import execute, AmpOptions prompt = \"\"\" Goal: Migrate all React components from React 17 to React 18. 1. Find all React component files (.tsx, .jsx) 2. For each component: - Update deprecated lifecycle methods - Replace ReactDOM.render with createRoot 3. Track any components that fail migration with the reason 4. Run the typecheck_test_tool after each change 5. Output a summary: migrated count, failed list with reasons \"\"\" async def main(): # Use the toolbox directory to share tools with Amp toolbox_dir = os.path.join(os.getcwd(), \"toolbox\") async for message in execute( prompt, AmpOptions( cwd=os.getcwd(), toolbox=toolbox_dir, visibility=\"workspace\", dangerously_allow_all=True, ), ): if message.type == \"result\": if message.is_error: print(f\"Error: {message.error}\") else: print(f\"Summary: {message.result}\") if __name__ == \"__main__\": asyncio.run(main()) To get started, install the pip package and the Amp CLI: # Install the Amp SDK with pip $ pip install amp-sdk # Install the Amp CLI globally $ npm install -g @ampcode/cli Now you can build anything with Amp in any Python runtime environment. To get more ideas and familiar with the SDK, take a look at the examples in the manual.", "tags": [], "temporalCoverage": "2026-10-03T23:09:50.514863041+00:00", "title": "Amp Python SDK", "url": "https://aggr.aymericbeaumet.com/items/ampcode-com/2025-12-10-amp-python-sdk/", "word_count": 232 }