Practical guides to Git, CI/CD, Ollama, and Azure
uv replaces pip, pip-tools, pipx, Poetry, pyenv, twine, and virtualenv with one Rust binary — Poetry replaces pip and virtualenv with its own resolver and lockfile, but keeps you inside a single tool’s opinions about project structure. pip, on its… Read moreuv vs pip vs Poetry: Which Python Package Manager
Boto3’s default retry mode is legacy, not standard — and legacy mode only retries a narrow list of errors: ConnectionError, Throttling, ThrottlingException, and ProvisionedThroughputExceededException. If your script fails on a transient RequestTimeout or SlowDown error that standard mode would have… Read moreBoto3 Retry Config: Why AWS Scripts Fail Silently
Using uv in GitHub Actions means swapping pip install -r requirements.txt for uv sync –locked, adding one official action, and turning on a cache flag. The payoff isn’t the “10-100x faster” number uv’s own docs advertise for cold installs —… Read moreUsing uv in GitHub Actions for Faster Python CI
Every Ollama install runs a local HTTP server on port 11434, and that server is the real interface to the models. The ollama run command is a thin client on top of it. Once you know the two main endpoints,… Read moreOllama API: A Practical Guide with Examples
You can learn data science completely free, but “free course with certificate” usually means one of two things: the certificate is genuinely free (Kaggle, freeCodeCamp, Great Learning), or the lessons are free and the certificate costs money (most Coursera and… Read moreFree Data Science Courses With Certificates
Introduction to Pulumi IaC Infrastructure as Code (IaC) has revolutionized the way we manage and deploy cloud resources. Among the various IaC tools available, Pulumi stands out with its unique approach to infrastructure management. Pulumi is an open-source IaC platform… Read morePulumi IaC: What It Is and How It Differs from Other IaC Tools
Deploying applications to the cloud has never been easier, thanks to platforms like Azure and tools like Azure DevOps. In this guide, I’ll walk you through the process of setting up a pipeline to deploy a Python application to Azure… Read moreStreamline Your Python Deployments: Azure Functions + Azure DevOps