Build a Monster App - Web Dev Challenge
Developers tackle a 4-hour challenge to create monster-themed web apps using tools like Clerk, Convex, and Raycast. Watch demos of innovative solutions and get inspired to join future challenges.
Event-Driven Asyncio: A Case Study of Trio's API
Explore Python's asyncio for efficient single-thread operations, focusing on Trio's API for streamlined robot decision-making. Learn about trio, trio-util, anyio, and asyncio implementations.
Building a JIT Compiler for CPython
Explore CPython's JIT compiler development using "copy-and-patch" technique, addressing challenges and tradeoffs in performance optimization for diverse platforms and user bases.
Eternal Sunshine of the Spotless Development Environment - Creating Reproducible Environments with Dev Containers
Explore Dev Containers for reproducible Python environments, enhancing project setup, contributor onboarding, and workshop management using VS Code and Docker-based tools.
Improve Your ML Projects - Embrace Reproducibility and Production Readiness with Kedro
Discover how Kedro framework enhances ML project management, focusing on reproducibility, flexibility, and production readiness. Learn to integrate Kedro for improved efficiency in Python-based projects.
Lies, Damned Lies, and Large Language Models - Measuring and Reducing Hallucinations
Explore LLM hallucinations, measure misinformation using TruthfulQA dataset, and learn about retrieval augmented generation to enhance model reliability and accuracy.
Connecting Old to New with CircuitPython: Retrocomputer Input Devices on Modern PCs
Explore adapting vintage input devices to modern PCs using CircuitPython. Learn reverse engineering, USB HID support, and 'bitbanging' techniques for nostalgic hardware enthusiasts.
Pydantic Power-up: Performance Tips for Lightning-Fast Python Applications
Discover performance optimization techniques for Pydantic, from simple tweaks to advanced strategies like tagged unions, enhancing Python application speed and efficiency.
CPython's Compilation Pipeline: From Source to Code Object
Explore CPython 3.13's refined compilation pipeline, from source to code object, and learn about Codoscope, a new visualization tool for understanding Python's translation process.
Making Python Safer Than Ever
Explore Python ecosystem security improvements, best practices for library maintainers and users, and PSF's efforts to enhance safety in the open-source supply chain.
Python Debugger Mechanics and Optimization - From sys.settrace to PEP 669
Explore Python debugger mechanics, from sys.settrace to PEP 669's low-cost monitoring system. Learn how debuggers work and discover potential 100x speedup for breakpoints in Python 3.12.
Rest Easy with Jupyrest - Deploy Notebooks as Web Services
Deploy Jupyter notebooks as web services effortlessly with Jupyrest, a Microsoft-developed library that transforms notebooks into microservices without modifications, streamlining the process for data scientists.
PEP 683: Immortal Objects - A New Approach for Memory Managing in Python
Explore Python's memory management, PEP 683's origins, and its impact on large-scale applications. Learn about Immortal Objects and their potential for improving performance and enabling true parallelism.
Enhancing Decorators with Type Annotations - Techniques and Best Practices
Explore techniques for enhancing Python decorators with type annotations, improving code clarity and catching errors early using static type checkers and advanced typing features.
How Two Undergrads Are Speeding Up Future Python Code - Runtime Bytecode Optimization
Discover how two undergraduates are enhancing CPython 3.13's performance with a runtime bytecode optimizer. Learn about their journey and how students can contribute to open-source projects.
RAG with Llama 3.1 for Google Trends Data Scraping and Summarization - Streamlit Web App
Discover how to build a RAG pipeline using LLaMA 3.1 to automate article discovery and summarization based on Google Trends, showcased in a Streamlit web app for efficient content curation.
Navigation Compose: Type Safety and New APIs
Explore Navigation Compose's new Type Safety feature and type-safe APIs for Android development, covering NavGraphs, arguments, Bottom Nav Bar, and DeepLinks implementation.
Spring Security 6 - Getting Started - Lecture 29
Learn Spring Security 6 fundamentals and implementation techniques to enhance application security, protect resources, and manage user authentication and authorization effectively.
Spring Security - Custom Login - Lecture 30
Learn to implement custom login functionality in Spring Security, enhancing application authentication and user experience with tailored login processes.
Spring Security - CSRF Token Protection - Lecture 31
Explore Cross-Site Request Forgery protection in Spring Security, enhancing web application security against unauthorized actions and data manipulation.
Spring Security Custom Configuration - Lecture 32
Learn to implement custom security configurations in Spring, enhancing application protection and user authentication with tailored settings and advanced features.