Message-Passing Concurrency for Python
Explore message-passing concurrency in Python, comparing various libraries and techniques to avoid common pitfalls like deadlocks and race conditions. Learn about python-csp for Pythonic implementation.
How to Setup a New Python Project
Learn best practices for structuring Python projects, configuring setup.py, and using tools like Git and Versioneer for efficient development and version control.
DevOps Risk Mitigation - Test Driven Infrastructure
Learn to apply Test Driven Development principles to infrastructure services, mitigating risks in DevOps environments and improving quality through automated testing of critical systems.
RISCy Business - Development of a RNAi Design and Off-Target Prediction Software
Explore RNA interference mechanisms and off-target prediction with a PyQt-based software tool for efficient gene silencing and targeted inhibition of gene expression.
TDD is Not About Tests
Discover how to effectively use TDD to drive development, transform requirements into tests, and create efficient, readable code. Learn techniques for better refactoring and test effectiveness.
Frontera - Open Source Large-Scale Web Crawling Framework
Introduction to Frontera, an open-source framework for building large-scale web crawlers. Learn about its features, architecture, and how to create distributed crawlers using Scrapy, Kafka, and HBase.
Lessons Learned About Testing and TDD
Insights on testing and TDD from Sardinia Radio Telescope development. Explores functional, integration, and unit tests, best practices, and lessons learned for robust software production.
Continuous Deployment for Webapps Based on Django
Learn to implement continuous deployment for Django webapps using open-source tools. Discover how to automate code changes, overcome challenges, and deploy features multiple times daily.
The Hook-Based Plugin Architecture of Py.test
Explore py.test's flexible hook-based plugin system, enabling easy extensibility and powerful application design through defined extension points and hook functions.
Machine Learning Under Test
Explore testing strategies for machine learning algorithms, focusing on code quality, domain-specific challenges, and practical implementation techniques for more robust and reliable ML models.
Faking It - The Art of Testing Using Verified Fakes
Explore the concept of verified fakes in software testing, their benefits, and implementation techniques. Learn how to create reliable test environments and improve code quality.
How You Can Benefit from Type Hints
Explore the benefits of Python type hints for improved code readability, documentation, and tool support. Learn practical examples and best practices for implementing type annotations in your projects.
TDD - The Why, the How and the When Not
Explore the benefits, challenges, and best practices of Test-Driven Development (TDD) in Python, including when it may be ineffective or counterproductive.
12 Years of Pylint - Or How I Learned to Stop Worrying About Bugs
Explore Pylint's powerful static analysis capabilities for Python, from style checking to advanced bug detection and code understanding, with insights on its inner workings and future developments.
gitfs - Building a Filesystem in Python
Explore building a FUSE filesystem for Git repositories, enabling automatic commits and history snapshots. Learn crucial aspects, implementation steps, and testing methods.
Metrics-Driven Development
Discover how Spotify's team improved performance through metrics-driven development, focusing on key indicators and establishing feedback loops for continuous improvement.
Numba - A JIT Compiler for Fast Numerical Code
Explore Numba, a JIT compiler for Python that accelerates numerical algorithms beyond Numpy capabilities, with CPU and GPU support. Learn its use cases, performance expectations, and inner workings.
Come to the Dark Side! We Have a Whole Bunch of Cookiecutters!
Discover Cookiecutter: a powerful CLI tool for creating project templates. Learn to streamline your development process, create custom templates, and leverage community-driven resources.
Sustainable Way of Testing Your Code
Discover techniques for writing maintainable, organized tests using the nose framework. Learn to create selective, extendable test cases that remain clear and effective over time.
Towards a More Effective, Decentralized Web
Explore the future of decentralized web technologies, immutable state concepts, and hash-based data structures challenging traditional client/server paradigms for a more secure and efficient internet.
Testing Web Apps with Selenium
Learn to effectively test web applications using Selenium, overcoming common challenges and leveraging tools like webdriverwrapper for easier implementation and improved efficiency in automated browser testing.