エピソード

  • Improving NumPy Performance on Free-Threaded Python

    Improving NumPy Performance on Free-Threaded Python
    2026/08/14
    What bottlenecks were preventing NumPy from scaling on free-threaded Python? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly articles and projects.
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    46 分
  • Programmatically Developing LLM Prompts With DSPy

    Programmatically Developing LLM Prompts With DSPy
    2026/08/07
    How can you move from manually writing prompts for an LLM application toward defining them programmatically? This week on the show, Brett Kennedy returns to discuss his new book "Building LLM Applications with DSPy."
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    1 時間 6 分
  • Should You Understand Your Entire Python Codebase?

    Should You Understand Your Entire Python Codebase?
    2026/07/31
    Should you understand the entirety of your codebase? How familiar are you with Python's built-in functions? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly articles and projects.
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    57 分
  • Configuring a Versatile LLM Harness & Scraping the Web With Scrapy

    Configuring a Versatile LLM Harness & Scraping the Web With Scrapy
    2026/07/24
    Which is more important, the model or the "harness" around an LLM? What are ways to assemble an efficient agentic developer workflow? This week on the show, Ayan Pahwa joins us to discuss harnessing, web scraping, and self-hosting Python applications.
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    58 分
  • Free-Threaded Python's History & uv in Production

    Free-Threaded Python's History & uv in Production
    2026/07/17
    How many attempts have been made to remove Python's Global Interpreter Lock (GIL)? How do they compare to the current approach? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly articles and projects.
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    51 分
  • Constructing and Judging Modern Agentic Workflows

    Constructing and Judging Modern Agentic Workflows
    2026/07/10
    How can you improve your LLM agent systems through specification enrichment? What are the advantages of having an LLM act as a judge within an agent system? This week on the show, Senior IEEE Member and Quality Engineer Suneet Malhotra joins us to discuss building and evaluating agentic architecture.
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    59 分
  • Running Python Locally in a Sandbox

    Running Python Locally in a Sandbox
    2026/07/03
    How do you avoid the risk of running a Python application locally that could be malicious, break your code, or leak private data? How can you create a sandboxed local environment using WASM and MicroPython? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly articles and projects.
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    46 分
  • Maintaining Your Python Developer Instincts While Using LLM Tools

    Maintaining Your Python Developer Instincts While Using LLM Tools
    2026/06/26
    Do you feel like your Python skills are atrophying after using LLM coding tools? How do you add the right kind of friction into your coding routine to keep your developer instincts sharp? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly articles and projects.
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    47 分