Caktus Blog
2016

Managing multiple Python projects: Virtual environments
Even Python learning materials that get into very advanced language features rarely mention some practical things that would be very helpful to know as soon as you start working on more serious projects, like:

Presidential debate questions influenced by open source platform
During the past two presidential debates, moderators from ABC and Fox asked candidates Hillary Clinton and Donald Trump voter-submitted questions from PresidentialOpenQuestions.com. The site, created by the bipartisan Open Debate Coalition (ODC) with the support of Caktus Group, is built on top of the open source Django web framework.

ShipIt Day Recap Q3 2016
This ShipIt day marks four years of ShipIt days at Caktus! We had a wide range of projects that people came together to build. Most importantly, we all had fun and learned through actively working on the projects. People explored new technologies and tools, and had a chance to dig a bit deeper into items that piqued their interest in their regular work.

Don't keep important data in your Celery queue
The Celery library (previous posts) makes it as easy to schedule a task to run later as calling a function. Just change:

PyData Carolinas 2016 Recap
We had a great time at the inaugural PyData Carolinas hosted nearby at IBM in the Research Triangle Park. People from Caktus presented a number of talks and the videos are now up online:
How to tell if you’re building great user experience
In web and software development, when we talk about user experience, we usually mean the experience you have when you are using a website or an application. Does it feel like you know where to click to get to your next destination? Do you know what to do in order to accomplish a task? Has anything you’ve clicked taken you to an unexpected page? Are you getting frustrated with or are you enjoying the website or app? Answers to these and similar questions are what describes the experience you’re having as a user. That’s user experience.

Principles of good user experience (UX)
Google “UX principles” and you’ll end up with a search results page that offers:
- 5 principles…
- 31 fundamentals….
- 10 principles…
- Guidelines…
- Basics….
So let’s get this out of the way: no single checklist will guarantee that you create a great user experience. Every project is different, and the development of every product should be tailored to the user segment the product is built for. But there are some principles that can guide design decisions no matter what and you will not go wrong if you follow them. Let’s talk about a few:

What We’re Clicking - September 2016 Link Roundup
Every 30 days, we look over the most popular and talked about links that we’ve either shared on social media or amongst ourselves. This month, a lot of the favorites were from our peers on our blog post. Here’s our top five for September.

Caktus Group @ PyData Carolinas 2016
Tomorrow marks the official beginning of PyData Carolinas 2016 (though technically, the tutorials started today). This is the first time PyData has hosted a conference in our area. We’re especially proud of the way local leaders and members of meetups like TriPython, TechGirlz, Girl Develop It RDU, and PyLadies have worked in tandem to put this event together for the Python community.

What Web Analytics Can’t Tell You About User Experience
Is analytics data collected for a website, an application, or a game sufficient to understand what problems users encounter while interacting with it and what prevents their full engagement?