Tag: python
Scaling Python Data Science: Lessons from Coiled
A summary of a Talk Python podcast episode discussing the trade-offs of scaling data science workflows, focusing on Coiled's approach to environment replication and productionisation.
A modern toolkit for great Python projects
A summary of Duarte Pompeu's recommended Python development toolkit for 2025, focusing on uv, Ruff, and centralised configuration.
Onboarding AI with READMEs and quality gates
A practical approach to structuring project documentation using READMEs for context and automated checks as 'Quality Gates' to improve AI-assisted development.
From notebooks to production systems
A comprehensive overview of moving data science projects from exploration in notebooks to robust, production-ready systems using open-source tools.
Python Developer Tooling Handbook
Comprehensive guide to Python development tools and best practices
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