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ADA Compliance Tips for Web Developers

After working on projects involving ADA / WCAG compliance I can assure you, the internet sucks for people who are visually impaired. Unless you are on a government website (required by law to be...

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Full Stack Developer Skills and Technologies for 2019

Here are the specific technologies and skills that go with being a full stack developer in 2019.  Full stack development has two sides, front end and back end.  A full stack developer is someone who...

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Basic Git Commands I Use Everyday

My opinion is very strong on this point – if you are using git, you should be using it on the command line. Git is the best and most popular tool for doing source control.  There used to be...

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Why is WordPress so Popular?

WordPress is arguably the most successful “killer app” of the web in the last 10 years.  Since it is written in PHP and has a history of security vulnerabilities, most “software brains” dismiss it as a...

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Mac vs Dell for Software Development with Cost Breakdown 2020

My 2015 Mac Book Pro is getting a little old and tired. I recently joined a project that uses a docker-compose configuration that spins up 8 separate containers. It barely works on my Mac. It takes a...

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Querying Complex Data in Django with Views

Django has a powerful ORM, but like any ORM it suffers when querying data that has complex relationships. Django supports foreign keys and many to many relationships out of the box with ease. Sometimes...

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How to Stop/Start an AWS EC2 instance using AWS CLI command line

In my experience the smaller the AWS EC2 instance the more often it freezes / completely locks up. Something goes wrong inside the AWS infrastructure and poof, no ability to SSH or do anything with it....

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Getting back lists of data from the ChatGPT API

I’m working on a project where I’m trying to harvest lists of data from ChatGPT via its API. This post applies to the gpt-3.5-turbo model called via the API. I don’t have access to the GPT 4.0 API yet,...

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Visualizing Relationships in ChatGPT

The other day I asked ChatGPT for some recommendations for new piano pieces based on one I had just finished. To my astonishment the list it provided was pretty good and lead me to a new piece I...

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How To Make Python Code Run on the GPU

As a software developer I want to be able to designate certain code to run inside the GPU so it can execute in parallel. Specifically this post demonstrates how to use Python 3.9 to run code on a GPU...

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