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python

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A graphic depicting a human developer collaborating with robotic elements, surrounded by code, symbolizing AI-assisted automation.

DevelopmentTechnology

Automate Everything: LLMs and Bash Scripts Mean Saved Time

Using LLMs to generate deterministic scripts rather than running real-time AI agents is a more reliable, testable, and repeatable approach to automation. This post explains the strategy, shares real examples from managing this blog, and covers how to keep the output production-ready.

DevelopmentOpinion

Considerations when supporting a legacy software stack

Maintaining a legacy web application is a challenge most developers eventually face, where migrations are too costly, rebuilds are impractical, and doing nothing means a growing list of security risks. This post covers practical considerations for keeping aging stacks alive while keeping technical debt in check.

DevelopmentOpinion

Building a Flask Application: Where to Start

Flask is a lightweight Python web framework that gets out of your way, but choosing the right supporting tools for your database, frontend, and dev environment is where the real decisions are made. This post walks through the key choices when building a full Flask application from scratch.

DevelopmentOpinion

Refreshing an old stack's front end

When an application's core technology grows stale, mixing a modern frontend framework like Vue into an aging backend can be a practical step forward without a full rebuild. This post explores why decoupling your frontend from server-side rendering engines makes sense and how to do it incrementally.

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