In defense of simple architectures
The article argues for using simple, monolithic architectures over complex ones, using examples like Wave and Stack Overflow to show effectiveness at scale.
The article argues for using simple, monolithic architectures over complex ones, using examples like Wave and Stack Overflow to show effectiveness at scale.
Adding a PDF course completion report for students in a SaaS application built with Python and Django.
The article details adding a PDF attendance report to a SaaS project, covering development challenges and code patterns.
Explores using sparse linear algebra to speed up Bayesian inference for linear mixed models and generalizations, with a focus on Python/JAX prototyping.
An update on adding a new report to a PDF bundle, including code cleanup and refactoring in a SaaS project.
A developer adds a user-requested task management feature and CSS styling to a PDF report for a SaaS application.
A talk summary on leveraging PostgreSQL's advanced features within Django projects, presented at PyCon Sri Lanka 2022.
The author documents upgrading their SaaS app from Tailwind CSS v2 to v3, following the official migration guide.
Developer builds admin tools to inspect PDF reports for a homeschool app, part of a SaaS development series.
Developer adds a customer-requested feature to reorder grade levels in a homeschool app, part of a SaaS building series.
Building a zip archive HTTP response for PDF reports in a Django SaaS application, including setup for the weasyprint package.
A technical tutorial on deploying a containerized Python web app to Azure App Service, covering App Service Plans, container settings, and API testing.
Argues for organizing code with the most abstract functions first to improve readability and debugging efficiency.
A data scientist uses NOAA data and statistical modeling to analyze if December temperatures in New Jersey are truly warming over time.
A developer builds a PDF bundle feature for a SaaS app, creating zip archives of school year reports for customers.
A technical tutorial on building a Docker image for a Python app, running it locally, and pushing it to Azure Container Registry.
A guide to using Python's ParamSpec (PEP 612) for correctly typing decorators that modify function signatures, with examples.
A comprehensive collection of 90 machine learning lecture videos covering Python, scikit-learn, algorithms, and model evaluation techniques.
A comprehensive list of 90 machine learning lecture videos covering topics from Python basics to advanced ML concepts like decision trees and Bayesian methods.
A personal history of the attrs Python library, its influence on dataclasses, and the author's journey with the project.