Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test
Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Master the basics and learn to write professional-grade Python with confidence in this 8-week, live, cohort-based course. Led by Real Python educator Stephen Gruppetta.
⏳ Don't wait—registration closes soon!
👉 Claim your spot at https://realpython.com/live
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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💻️ Need some help with a project or some consulting? Contact me here: https://www.neuralnine.com/services 🐍 The Python Bible Book: https://www.neuralnine.com/books/ 💻 The Algorithm Bible Book: https://www.neuralnine.com/books/ Timestamps: (0:00) Intro (1:16) Philosophy &...
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Timestamps:
(0:00) Intro
(1:16) Philosophy & Installation
(3:10) Basic Settings
(6:18) Hashline Edit & LSP
(10:30) Built-In Debugger
(13:14) Collaboration & Remote Control
(14:10) Voice Modes
(16:20) Browser Tool
(17:03) Additional Features
(18:21) Pi Plugins
(19:08) Outro
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test
Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Listen to the full episode at https://realpython.com/podcasts/rpp/299 or wherever you get podcasts -- with Mia Bajić and Daria Linhart Grudzien (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
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🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test
Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Listen to the full episode at https://realpython.com/podcasts/rpp/295 or wherever you get podcasts -- with Mikiko Bazeley (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
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🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test
Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Listen to the full episode at https://realpython.com/podcasts/rpp/294 or wherever you get podcasts -- with Chris Trudeau (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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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. 👉 Links from the show:...
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.
👉 Links from the show: https://realpython.com/podcasts/rpp/305/
We discuss a recent article by Sean Goedecke titled "In Defense of Not Understanding Your Codebase ." We dig into the differences in the scale of software projects and the factors that can obscure understanding of an entire codebase. We cover how opinions and practices people often argue for are based on the development practices from decades ago.
Christopher shares his recent video course that explores Python's built-in functions. The course is divided into sections to help you find the right built-in for tasks involving math, data types, iterables, and I/O. We discuss which of these functions are frequently used in our code.
We also share other articles and projects from the Python community, including recent releases, querying with f-expressions in Django, replacing `if-else` chains, a Rust-based replacement for Python's `json` module, and a couple of Python cheat sheet resources.
This episode is sponsored by [HydraDB](https://hydradb.com/?utm_source=real-python&utm_medium=real%20python&utm_campaign=dev-tool-listing&utm_content=podcast).
Topics:
- 00:00:00 -- Introduction
- 00:02:29 -- Christopher's Python News Song
- 00:03:18 -- Python 3.15.0 Beta 4 Released
- 00:03:39 -- PEP 838: Adding `python-version` to `pyvenv.cfg`
- 00:04:59 -- PEP 840: Name Resolution in Class Namespaces
- 00:06:42 -- Stop Using `if-else` Chains
- 00:13:46 -- Sponsor: HydraDB
- 00:14:44 -- Nifty Django Feature: F Expressions
- 00:20:23 -- In Defense of Not Understanding Your Codebase
- 00:34:13 -- Exploring Python's Built-in Functions
- 00:45:26 -- Video Course Spotlight
- 00:46:57 -- Python strftime/strptime Directive Cheat Sheet
- 00:50:22 -- Itertools Cheatsheet
- 00:52:59 -- Introducing `django-orjson`
- 00:55:33 -- Thanks and goodbye
👉 Links from the show: https://realpython.com/podcasts/rpp/305/
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
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🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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💻️ Need some help with a project or some consulting? Contact me here: https://www.neuralnine.com/services 🐍 The Python Bible Book: https://www.neuralnine.com/books/ 💻 The Algorithm Bible Book: https://www.neuralnine.com/books/ (0:00) Intro (1:54) Apache Spark Theory (6:09)...
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(0:00) Intro
(1:54) Apache Spark Theory
(6:09) Environment Setup
(10:06) DataFrame API Basics
(23:21) ETL Pipeline with AWS S3
(36:42) DataFrame API VS RDD API
(47:29) Streaming Data Example
(51:28) Distributed Machine Learning
(57:19) Outro
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
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Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Listen to the full episode at https://realpython.com/podcasts/rpp/291 or wherever you get podcasts -- with Jodie Burchell (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
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📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
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Free sample code → https://realpython.com/bonus/python-all-attribute-code/
This is a preview of the video course, "Managing Imports With Python's __all__". Python has something called wildcard imports, which look like from module import *. This type of import allows you to quickly get all the objects from a module into your namespace. However, using this import on a package can be confusing because it’s not clear what you want to import: subpackages, modules, objects? Python has the __all__ variable to work around this issue.
The __all__ variable is a list of strings where each string represents the name of a variable, function, class, or module that you want to expose to wildcard imports.
This is a portion of the complete course, which you can find here: https://realpython.com/courses/managing-imports-dunder-all/
And the original text tutorial is here: https://realpython.com/python-all-attribute/
The rest of the course covers:
- Introducing __all__
- Exploring __all__ in Practice
- Exercise: Define a Module's Public API
- Revisiting the shapes Package
- Applying __all__ Effectively
- Exercise: Expose Metadata to Wildcard Imports
- Managing Imports With Python's __all__ (Quiz)
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
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🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test
Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Listen to the full episode at https://realpython.com/podcasts/rpp/299 or wherever you get podcasts -- with Mia Bajić and Daria Linhart Grudzien (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test
Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Listen to the full episode at https://realpython.com/podcasts/rpp/295 or wherever you get podcasts -- with Mikiko Bazeley (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
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🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test
Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Listen to the full episode at https://realpython.com/podcasts/rpp/294 or wherever you get podcasts -- with Chris Trudeau (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
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📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Kimi K3 Blog Post: https://www.kimi.com/blog/kimi-k3
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test
Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Listen to the full episode at https://realpython.com/podcasts/rpp/296 or wherever you get podcasts -- with Chris Trudeau (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test
Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Listen to the full episode at https://realpython.com/podcasts/rpp/295 or wherever you get podcasts -- with Mikiko Bazeley (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test
Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Listen to the full episode at https://realpython.com/podcasts/rpp/294 or wherever you get podcasts -- with Chris Trudeau (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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💻️ Need some help with a project or some consulting? Contact me here: https://www.neuralnine.com/services 🐍 The Python Bible Book: https://www.neuralnine.com/books/ 💻 The Algorithm Bible Book: https://www.neuralnine.com/books/ Timestamps: (0:00) Intro (2:27) Installation...
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💻 The Algorithm Bible Book: https://www.neuralnine.com/books/
Timestamps:
(0:00) Intro
(2:27) Installation
(4:48) Minimal Example with AWS
(17:32) Combining Multiple AWS Services
(32:07) Simple Example with GCP
(36:40) Simple Example with Docker
(39:28) Outro
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. 👉 Links from the show:...
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.
👉 Links from the show: https://realpython.com/podcasts/rpp/304/
Ayan is a developer advocate at Zyte and an experienced project builder. We discuss a recent article he wrote about creating an extension for the web scraping tool Scrapy. He also digs into his self-hosting setup for Python applications and tools.
Our discussion extends to the complexities of developing effective harnesses. Ayan shares his setup and how he navigated shifting from prompt engineering to context and loop engineering.
This episode is sponsored by [HydraDB](https://hydradb.com/?utm_source=real-python&utm_medium=real%20python&utm_campaign=dev-tool-listing&utm_content=podcast).
Topics:
- 00:00:00 -- Introduction
- 00:02:01 -- Scrapy and building an extension
- 00:08:46 -- Zyte and the web scraping API
- 00:11:19 -- Sponsor: HydraDB
- 00:12:22 -- noalgotube project
- 00:15:49 -- Homelab & self hosting projects
- 00:22:19 -- What goes into a harness?
- 00:32:33 -- Where did you start exploring LLM tools?
- 00:36:13 -- Local models & edge computing
- 00:39:31 -- ExtractPod and discussing Apple's AI
- 00:43:35 -- Video Course Spotlight
- 00:44:54 -- Managing token use and tools
- 00:52:37 -- What are you excited about in the world of Python?
- 00:55:10 -- What do you want to learn next?
- 00:56:38 -- What is the best way to follow your work online?
- 00:56:58 -- Thanks and goodbye
👉 Links from the show: https://realpython.com/podcasts/rpp/304/
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🐍 Start Here → https://realpython.com/start
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🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
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Listen to the full episode at https://realpython.com/podcasts/rpp/291 or wherever you get podcasts -- with Jodie Burchell (hosted by Chris Bailey).
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🐍 Start Here → https://realpython.com/start
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🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
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This is a preview of the video course, "Exploring Python's Built-in Functions". Python’s built-in functions are predefined functions you can use anywhere in your code without any imports. They handle common tasks across math, data type creation, iterable processing, and input and output. Knowing which ones to reach for makes your code shorter and more Pythonic.
This is a portion of the complete course, which you can find here: https://realpython.com/courses/exploring-pythons-built-in-functions/
And the original text tutorial is here: https://realpython.com/python-built-in-functions/
The rest of the course covers:
- Covering Collection Types
- Exercise: Give a Class Two String Forms
- Looking at Iterators and Iterables
- Acting on Iterables
- Combining and Extracting Iterables
- Becoming Iterable
- Functional Programming
- Exercise: Rank Items by Rating
- Printing and Formatting
- Getting Input
- Exercise: Format a Number as Currency
- Decorating
- Managing Attributes
- Getting Class and Object Info
- Understanding Callables
- Inheriting Data and Methods
- Exercise: Build a Subclass From a Parent Class
- Scoping It Out
- Introspecting Objects
- Executing From Strings
- Miscellaneous Built-Ins
- Exercise: Check Whether a Value Is Hashable
- Exploring Python's Built-in Functions (Quiz)
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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💻️ Need some help with a project or some consulting? Contact me here: https://www.neuralnine.com/services 🐍 The Python Bible Book: https://www.neuralnine.com/books/ 💻 The Algorithm Bible Book: https://www.neuralnine.com/books/ Timestamps: (0:00) Intro (1:44) Philosophy of...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
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Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Listen to the full episode at https://realpython.com/podcasts/rpp/288 or wherever you get podcasts -- with Chris Trudeau (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰
🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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HuggingFace's writeup of the incident: https://huggingface.co/blog/security-incident-july-2026 OpenAI's writeup of the incident: https://openai.com/index/hugging-face-model-evaluation-security-incident/ Neural Networks from Scratch book: https://nnfs.io Channel membership:...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test
Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Listen to the full episode at https://realpython.com/podcasts/rpp/299 or wherever you get podcasts -- with Mia Bajić and Daria Linhart Grudzien (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test
Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Watch the course here: https://realpython.com/courses/improve-tests-mock-object-library/
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰
🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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💻️ Need some help with a project or some consulting? Contact me here: https://www.neuralnine.com/services 🐍 The Python Bible Book: https://www.neuralnine.com/books/ 💻 The Algorithm Bible Book: https://www.neuralnine.com/books/
💻️ Need some help with a project or some consulting? Contact me here: https://www.neuralnine.com/services
🐍 The Python Bible Book: https://www.neuralnine.com/books/
💻 The Algorithm Bible Book: https://www.neuralnine.com/books/
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test
Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Listen to the full episode at https://realpython.com/podcasts/rpp/298 or wherever you get podcasts -- with Chris Trudeau (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰
🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test
Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Listen to the full episode at https://realpython.com/podcasts/rpp/296 or wherever you get podcasts -- with Chris Trudeau (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰
🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
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Listen to the full episode at https://realpython.com/podcasts/rpp/295 or wherever you get podcasts -- with Mikiko Bazeley (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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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. 👉 Links from the show:...
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.
👉 Links from the show: https://realpython.com/podcasts/rpp/303/
Christopher shares a recent article about Thomas Wouters' talk at PyCon US 2026. The talk, titled "Free-threaded Python: past, present, and future," covers the efforts to remove the GIL starting in 1996. He explains that threads are complex, but they allow multiple tasks to run concurrently within a single process and its address space.
The GIL is how CPython implements threading. The GIL protects Python objects and their reference counts, which determine the current objects in use. The talk also looks forward and shares the current work to remove the GIL, now named free-threaded Python, and the goals for the near future.
We also share other articles and projects from the Python community, including community announcements, a roundup of recent Real Python tutorials and video courses, using `uv` in Production, employing Wagtail as Django admin on steroids, managing and measuring Python code quality, a pure-Python implementation of `jq`, and a project to bring interactivity to plotnine.
Topics:
- 00:00:00 -- Introduction
- 00:03:08 -- PEP 836: JIT Go Brrr: The Path to a Supported JIT Compiler for CPython
- 00:04:34 -- PyCon US 2026 Videos Are Up
- 00:04:53 -- Thinking About Running for the PSF Board? Let's Talk!
- 00:05:30 -- How to Get Started With the GitHub Copilot CLI
- 00:06:27 -- Python 3.15 Preview: Upgraded JIT Compiler
- 00:07:23 -- Testing MCP Servers With a Python MCP Client
- 00:08:10 -- How to Use GitHub
- 00:08:50 -- Why I Wrote PEP 832: Virtual Environment Discovery
- 00:09:46 -- Free-Threaded Python: Past, Present, and Future
- 00:16:51 -- Sponsor: AURI by EndorLabs
- 00:17:38 -- `uv` in Production: The Speed Is Real, the Integration Isn't Free
- 00:26:18 -- Wagtail as Django Admin on Steroids
- 00:29:52 -- Video Course Spotlight
- 00:31:11 -- Managing and Measuring Python Code Quality
- 00:43:10 -- purejq: A Pure-Python Implementation of `jq`
- 00:46:41 -- ninejs: Bringing ✨interactivity✨ to plotnine
- 00:49:15 -- Thanks and goodbye
👉 Links from the show: https://realpython.com/podcasts/rpp/303/
This episode is sponsored by [AURI by Endor Labs](https://www.endorlabs.com/platform/developer?utm_source=Real-python-podcast&utm_medium=video&utm_campaign=auri-for-developers)
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
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Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰
🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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💻️ Need some help with a project or some consulting? Contact me here: https://www.neuralnine.com/services 🐍 The Python Bible Book: https://www.neuralnine.com/books/ 💻 The Algorithm Bible Book: https://www.neuralnine.com/books/ Timestamps: (0:00) Intro (0:34) GraphRAG Theory...
💻️ Need some help with a project or some consulting? Contact me here: https://www.neuralnine.com/services
🐍 The Python Bible Book: https://www.neuralnine.com/books/
💻 The Algorithm Bible Book: https://www.neuralnine.com/books/
Timestamps:
(0:00) Intro
(0:34) GraphRAG Theory
(5:17) Environment Setup
(8:12) Python Code Examples
(24:35) Outro
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test
Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and exercises: https://realpython.com/start
Listen to the full episode at https://realpython.com/podcasts/rpp/294 or wherever you get podcasts -- with Chris Trudeau (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰
🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Free Mixin sample code → https://realpython.com/bonus/mixin-classes-course-code/ This is a preview of the video course, "Understanding Mixin Classes in Python". Mixins offer a powerful way to reuse code across multiple Python classes without forcing them into a rigid...
Free Mixin sample code → https://realpython.com/bonus/mixin-classes-course-code/
This is a preview of the video course, "Understanding Mixin Classes in Python". Mixins offer a powerful way to reuse code across multiple Python classes without forcing them into a rigid inheritance hierarchy. Instead of building deep and brittle class trees, you can use mixins to share common behaviors in a modular and flexible way. Learn when and how to implement mixin classes effectively in your Python projects.
This is a portion of the complete course, which you can find here: https://realpython.com/courses/understanding-mixin-classes-in-python/
The rest of the course covers:
- Identifying Mixin Classes
- Exercise: Extract a Reusable Serialization Mixin
- Distinguishing Mixins From Abstract Base Classes
- Using Mixins With Abstract Base Classes
- Exposing the Mixin Class Within the ABC
- Exercise: Build a Reusable Membership Mixin
- Avoiding Common Pitfalls
- Understanding Mixin Classes in Python (Quiz)
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
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🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰
🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
📚 Python Books → https://realpython.com/books
📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰▰
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet
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Listen to the full episode at https://realpython.com/podcasts/rpp/293 or wherever you get podcasts -- with Trevor Manz (hosted by Chris Bailey). @trevmanz
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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...
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.
👉 Links from the show: https://realpython.com/podcasts/rpp/302/
Suneet Malhotra is an independent practitioner-researcher with 18 years of experience in Quality Engineering (QE) and test automation for consumer-scale platforms. He discusses building specification-enrichment loops, monitoring performance, and using Cohen's kappa to measure agreement between LLM judgments.
Suneet is currently publishing multiple papers that are under peer review on these topics. He also provides links to his work and GitHub projects if you want to experiment with these concepts and methods yourself.
Topics:
- 00:00:00 -- Introduction
- 00:00:56 -- Survey: RP Podcast show notes
- 00:02:11 -- How did you get into testing?
- 00:05:04 -- Has working for large public-facing corporations changed how you approach testing?
- 00:07:06 -- Writing a paper on LLM-as-Judge
- 00:09:22 -- Looking across the Software Development Lifecycle
- 00:14:46 -- Agentic AI: theater vs methodology
- 00:17:23 -- Specification enrichment
- 00:27:52 -- Video Course Spotlight
- 00:29:18 -- Saving the specifications
- 00:31:27 -- Using the LLM as a judge & Cohen's kappa
- 00:39:31 -- How can people try out the project?
- 00:43:35 -- What are some of the failure modes you've seen?
- 00:50:26 -- What's an inexpensive way to try these ideas out?
- 00:54:04 -- What are you excited about in the world of Python?
- 00:56:14 -- What do you want to learn next?
- 00:57:14 -- How can people follow your work online?
- 00:57:32 -- Thanks and goodbye
👉 Links from the show: https://realpython.com/podcasts/rpp/302/
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
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Listen to the full episode at https://realpython.com/podcasts/rpp/292 or wherever you get podcasts -- with Chris Trudeau (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
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Listen to the full episode at https://realpython.com/podcasts/rpp/291 or wherever you get podcasts -- with Jodie Burchell (hosted by Chris Bailey). @jodieburchell
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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💻️ Need some help with a project or some consulting? Contact me here: https://www.neuralnine.com/services 🐍 The Python Bible Book: https://www.neuralnine.com/books/ 💻 The Algorithm Bible Book: https://www.neuralnine.com/books/ Timestamps: (0:00) Intro (1:55) Personal...
💻️ Need some help with a project or some consulting? Contact me here: https://www.neuralnine.com/services
🐍 The Python Bible Book: https://www.neuralnine.com/books/
💻 The Algorithm Bible Book: https://www.neuralnine.com/books/
Timestamps:
(0:00) Intro
(1:55) Personal Background
(2:43) Is Learning AI/ML Still Worth It?
(5:15) Will Coding Agents Replace Programmers?
(9:23) What Skills Will Be Relevant in The Future?
(13:56) Outro
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
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Listen to the full episode at https://realpython.com/podcasts/rpp/288 or wherever you get podcasts -- with Chris Trudeau (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
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🎧 Real Python Podcast → https://realpython.com/podcast
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📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
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Listen to the full episode at https://realpython.com/podcasts/rpp/298 or wherever you get podcasts -- with Chris Trudeau (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
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🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
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⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Code: https://github.com/NeuralNine/youtube-tutorials/tree/main/Synthetic%20Data%20Generation 💻️ Need some help with a project or some consulting? Contact me here: https://www.neuralnine.com/services 🐍 The Python Bible Book: https://www.neuralnine.com/books/ 💻 The Algorithm...
Code: https://github.com/NeuralNine/youtube-tutorials/tree/main/Synthetic%20Data%20Generation
💻️ Need some help with a project or some consulting? Contact me here: https://www.neuralnine.com/services
🐍 The Python Bible Book: https://www.neuralnine.com/books/
💻 The Algorithm Bible Book: https://www.neuralnine.com/books/
Timestamps:
(0:00) Intro
(1:30) Synthetic Data Generation Explained
(7:28) Research State-of-the-Art
(8:41) CTGAN Theory
(10:48) TVAE Theory
(14:49) Environment Setup
(17:12) Python Code Examples
(34:40) Outro
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
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Listen to the full episode at https://realpython.com/podcasts/rpp/296 or wherever you get podcasts -- with Chris Trudeau (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become a Python Expert with unlimited access to 5,000+ tutorials, videos, and...
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Listen to the full episode at https://realpython.com/podcasts/rpp/295 or wherever you get podcasts -- with Mikiko Bazeley (hosted by Chris Bailey). @MikikoBazeley-mongodb
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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This is a preview of the video course, "Testing MCP Servers With a Python MCP Client". Building an MCP client in Python is a great way to test MCP servers directly from your terminal. In this video course, you’ll build a minimal MCP client for the command line. It can connect to an MCP server through the standard input/output (stdio) transport, list the server’s capabilities, and interact with the server’s tools, prompts, and resources directly and deterministically.
This is a portion of the complete course, which you can find here: https://realpython.com/courses/testing-mcp-servers-with-a-python-mcp-client/
The rest of the course covers:
- Connecting the Client to the Server
- Specifying the Server to Connect to Through a CLI
- Listing MCP Server Members
- Exercise: Summarize an MCP Server's Tools
- Getting Prompts
- Fetching Resources
- Exercise: Fetch a Resource by URI
- Calling Tools
- Exercise: Call a Tool With JSON Arguments
- Testing MCP Servers With a Python MCP Client (Quiz)
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
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📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
⭐️ Reviews & Learner Stories: https://realpython.com/learner-stories
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Analyzing a handful of local models that fit within a specific GPU memory ceiling, looking to learn how much compression impacts performance, how differently compressed models @ similar size compare, and how kv cache impacts attention in some cases. Benchmarks writeup:...
Analyzing a handful of local models that fit within a specific GPU memory ceiling, looking to learn how much compression impacts performance, how differently compressed models @ similar size compare, and how kv cache impacts attention in some cases.
Benchmarks writeup: https://hkinsley.com/reflections/in-search-of-the-frontier-at-home
DeepSeek V4 Flash: https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash
RTX Pro 6K discord: https://discord.gg/gzpPGAAwDj
Neural Networks from Scratch book: https://nnfs.io
Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join
Discord: https://discord.gg/sentdex
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Listen to the full episode at https://realpython.com/podcasts/rpp/294 or wherever you get podcasts -- with Chris Trudeau (hosted by Chris Bailey).
🐍 Become a Python expert with real-world tutorials, on-demand courses, interactive quizzes, and 24/7 access to a community of experts at https://realpython.com
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🐍 Start Here → https://realpython.com/start
🗺️ Guided Learning Paths → https://realpython.com/learning-paths
🎧 Real Python Podcast → https://realpython.com/podcast
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📖 Python Reference → https://realpython.com/ref
🧑💻 Quizzes & Exercises → https://realpython.com/quizzes
🎓 Live Courses: https://realpython.com/live
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