Move the Python Ecosystem to the Stable ABI
Explore the stable ABI's potential to simplify Python C extensions, reducing maintenance and distribution challenges for developers.
PEP 639 - Towards Licensing Standardization in Python Packaging
Explore PEP 639's proposal for standardizing license metadata in Python packaging, addressing current pitfalls and introducing SPDX syntax for improved clarity and consistency.
Autoinstrumentation Adventures: Enhancing Python Apps with OpenTelemetry
Explore OpenTelemetry's autoinstrumentation for effortless Python app observability. Learn implementation techniques and see a live demo for enhancing application insights without complex manual instrumentation.
Healthy Code for Healthy Teams - Building Robust and Flexible Research Codebases
Explore the connection between healthy teams and code, focusing on improving codebase health through type annotations and runtime type checking for JAX arrays in research environments.
Containerize Your Python Apps Like It's 2024
Aprenda técnicas avançadas para containerizar aplicações Python de forma eficiente, segura e atualizada, utilizando os recursos mais recentes do Docker.
An Alternative View on OpenAPI Documentation
Explore an innovative approach to auto-generating API documentation, addressing challenges in readability, versioning, and authentication for improved usability of OpenAPI specs.
The Catch in Rye: Seeding Change and Lessons Learned in Python Packaging
Explore Python packaging challenges, Rye's creation, and potential solutions for streamlining the ecosystem. Gain insights into tool development and the future of Python package management.
Profile, Optimize, Repeat: One Core Is All You Need - Boosting Data Analysis Pipeline Performance
Boost data analysis pipeline performance on a single core. Learn profiling tools, optimization strategies, and techniques using numpy, numba jit-ing, and pybind11 extensions.
Vectorization Techniques for 1000x Python Speedups - No C or Spark Required
Discover techniques for achieving 1000x speedups in Python through vectorization, matrix operations, and creative optimization strategies. Learn to apply these methods to complex financial and ESG computations.
Mutation Testing in Python with Cosmic Ray
Explore mutation testing with Cosmic Ray to validate Python test suites. Learn implementation challenges, benefits, and real-world examples of improving code quality through systematic source mutations.
Best Practices for Securely Consuming Open Source in Python
Explore secure open-source consumption in Python using the S2C2F framework. Learn practical strategies for dependency management, artifact handling, and automated security updates.
Having Fun with Python: Originating and Processing Data for Innovative Visualization and Analytics
Extract and process data with Python to answer quirky questions and create innovative visualizations for data-driven insights.
Reducing Complexity and Increasing Performance with Trino
Explore Trino's capabilities for efficient data querying across diverse sources, optimizing pipelines, and enhancing analytics performance in complex data environments.
Detect C++ Memory Leaks with ALSan: Attachable Leak Sanitizer - Lecture
Discover ALSan, a new tool for detecting memory leaks in running processes without restarting. Learn how it leverages eBPF to reduce debugging time and improve issue detection.
Modernizing Your Apps with .NET MAUI
Explore .NET MAUI for modernizing existing Xamarin, WPF, WinForms, and Blazor apps. Learn migration strategies, AI tooling, and Blazor Hybrid integration to future-proof your applications.
.NET Testing Best Practices - NDC Oslo 2024
Explore .NET testing best practices with XUnit, focusing on ASP.NET Core's testability and efficient dependency management for robust software development.
Robinhood's Kafkaproxy - Decoupling Kafka Consumer Logic from Application Business Logic
Explore Robinhood's Consumer Proxy for efficient Kafka management. Learn how to decouple consumer logic, resource utilization, and failure handling from application code, enabling easier scaling and centralized infrastructure management.
Zero Downtime Rails Upgrades - Strategies for Seamless Version Transitions
Learn techniques for seamless Rails upgrades while maintaining feature development. Discover strategies to minimize downtime, ensure predictable results, and confidently tackle future upgrades with a refined, incremental approach.
Embeddings - What They Are and Why They Matter
Discover how embeddings work in machine learning, from basic concepts to practical applications in semantic search and content relationships, with hands-on examples and implementation techniques.
Programming Your Computer With Python - Local Computing Solutions
Discover how to harness Python for desktop automation and local computing tasks, moving beyond web and cloud applications to enhance your daily computer interactions and workflow efficiency.
Design Patterns for Data Pipelines Beyond ETL
Discover essential design patterns for managing complex data pipelines in Python, focusing on advanced transformation techniques and Django integration for robust ETL workflows.