results in episodes
How often this search term appears across the program's history.
Tagged “Performance”
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Python Development: Efficiency, AI Impact, and Benchmarking
Episode 465 of Python Bytes explores the evolving developer stack in the age of AI. The hosts discuss practical tools like Portkiller and Codspeed for managing processes and benchmarking performance. A significant portion of the conversati…
35m 34s -
Python 3.14 Frozen Dict, Zensicle, and Dependency Tools
This episode of Python Bytes covers critical updates in the Python ecosystem, including the introduction of the frozen dict in Python 3.14 to improve thread safety and code intent. The hosts discuss the transition from Material for MkDocs …
32m 54s -
Python Performance Hacks and WebRTC for Developers
In this episode, the team explores tools and techniques to enhance Python development. They deep-dive into HTTP Tap, a visual CLI tool for debugging web requests, and review 10 performance-enhancing hacks for Python, emphasizing standard l…
28m 01s -
Python Bytes: Free-Threaded Performance, CLI Tools, and AI
Episode 455 of Python Bytes dives into the rapidly evolving landscape of free-threaded Python, highlighting significant performance improvements and garbage collection optimizations as Python 3.14 matures. The hosts explore new developer t…
38m 53s -
Python Updates: 3.14 Performance, New Tools & Web Frameworks
This episode covers the release of Python 3.14 and the latest performance metrics, specifically highlighting the closing gap between free-threaded builds and standard CPython distributions. We explore PyPI+, a powerful third-party UI for e…
36m 17s -
Python Packaging, Django Optimization & The State of Python
In episode 445 of Python Bytes, Michael Kennedy and Brian Okken discuss the latest advancements in the Python ecosystem. Central to the discussion is Astral's new beta registry, PYX, which promises to revolutionize package management along…
29m 46s -
Boosting Python Test Performance and Tech Insights
In this episode, we explore strategies to significantly decrease test suite execution time by implementing PyTest-xDist, leveraging Python 3.12's improved coverage monitoring, and optimizing import performance through lazy loading. We also…
29m 01s -
Python Performance, Rounding Quirks, and Faster Coding
This episode of Python Bytes covers a variety of technical and practical topics for developers. Key highlights include an explanation of Python's IEEE 754-compliant banker's rounding method and how to override it for custom needs. A major …
27m 23s -
Maintaining Systems and Modern Python Security
In this episode, we explore critical updates in the Python ecosystem as microWSGI enters maintenance mode, signaling a shift toward modern alternatives like Granian and Uvicorn. We discuss a practical guide for optimizing Python code using…
31m 05s -
Beyond Hypermodern Python, Free-Threading, and Tooling
This episode covers the evolving landscape of Python development, focusing on the "post-modern" tooling provided by Rye, which streamlines workflows from setup to CI/CD. The hosts enthusiastically discuss the new free-threaded mode in Pyth…
28m 37s -
Python Multiprocessing, Immortal Objects & Mopup
Episode 351 of Python Bytes covers the release of Empire, a tool for efficient multiprocessing that offers better speed, progress tracking, and clearer error reporting than the standard library. The hosts also explore Mopup, a convenient u…
35m 23s -
Python Tooling, Faster CPython, and AI Extensions
This episode of Python Bytes covers a variety of topics focused on enhancing the developer experience. The conversation begins with Plumbum, a library for scriptable shell interactions in Python. The hosts then transition to the ambitious …
41m 47s -
Python Byte 330: Pydantic V2, MicroDot and Python Speed
In episode 330 of Python Bytes, Michael Kennedy and Brian Akin explore the transformative Pydantic V2 alpha, highlighting its Rust-based engine that offers up to 50x performance gains. The duo also discusses Miguel Grinberg's MicroDot, an …
34m 25s -
Python 3.11 Release Deep Dive: Speed, Errors, and Tools
This episode provides a comprehensive look at the major release of Python 3.11. The panel, consisting of core developers and the release manager, explores several game-changing features, starting with the Faster CPython project, which enab…
1h 04m -
Python Byte 315: Jupyter, TOML, Serverless & Projects
Episode 315 covers a broad range of Python ecosystem updates. The hosts discuss the release of Jupyter Server 2.0, focusing on new APIs for identity and collaboration. There is an extensive review of tools for modernizing Python packaging …
29m 56s -
Python 3.11 Released: Speed, Tracebacks, and Typing
Episode 307 of Python Bytes is a comprehensive deep dive into the milestone release of Python 3.11. The hosts highlight the game-changing performance improvements that deliver up to a 60% speed increase through the Faster CPython project. …
44m 54s -
Python Performance, Pydantic V2 and Better Configs
This episode of Python Bytes covers the latest advancements in the Python ecosystem as of mid-2022. The hosts explore the power of the CPython 3.11 specializing interpreter through the specialist visualization tool and discuss the growing …
35m 26s -
Python Performance Gains, Survey Results, and Polars
This episode covers the impressive performance benchmarks of Python 3.11, which is delivering significant speed improvements. The hosts examine key insights from the 2021 Python Developers Survey, highlighting shifting trends in web framew…
33m 05s -
Optimizing GitHub, CLI Timing, NLP Tools, and Web Scraping
This episode of Python Bytes covers a wide range of developer-focused topics including GitHub repository optimization, where the hosts highlight the importance of discoverability, clear branding, and visual demonstrations. The episode expl…
46m 34s -
Python Developer Insights: Diffs, Logging, and SAAS
In this episode, the team discusses a range of tools and best practices for Python developers, ranging from productivity enhancements to security and architectural design. Key topics include the new Dunk tool for prettier Git diffs, the se…
33m 34s -
Python Development: Jupyter Physics, Security, and Tips
In episode 264 of Python Bytes, the team explores diverse topics including building physics games in Jupyter using Box2D, implementing Canary Tokens for improved security monitoring, and automating legacy desktop applications with AutoGUI …
53m 02s -
Python Developer Activity, Build Tools, and The No-GIL Future
This episode covers the evolving state of the Python ecosystem, starting with valuable insights into CPython core development and the recent deprecation of legacy setup.py-based workflows. The hosts dive into the power of OpenTelemetry for…
59m 36s -
SQL Linting, JupyterLab Desktop, & Caching with Python
This episode of Python Bytes covers a variety of essential tools and updates for the Python developer. Michael, Brian, and guest Ethan Swan explore SQLFluff for enforcing linting rules in SQL code, the ease-of-use brought by the newly laun…
44m 25s -
Python Flask 2.0 Updates, Faster CPython, and AI Ethics
This episode covers the major technical shift in Flask 2.0, detailing its new async capabilities and developer-friendly syntax. The team dives into the ambitious plan by Guido van Rossum and Microsoft to make CPython significantly faster b…
46m 05s -
Python Performance, Large-Scale GPUs, and ReadMe Tools
This episode of Python Bytes explores a wide spectrum of the Python landscape. We discuss readme.so for streamlined documentation, DateFinder for simplified date parsing, and the incredible hardware power of the Cerebras wafer-scale AI chi…
50m 58s
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