Systems | Development | Analytics | API | Testing

Spend less time waiting and more time doing the work you love! One of the defining moments of my software career was learning the motto “if it hurts, do it more.” What the heck? This concept feels totally counterintuitive. But give it a moment’s thought, and you soon realize that as developers we are instructed to lean into the bad parts of our process so that we fix them and make them stop hurting.

Accessibility for constituents isn’t just about ramps and elevators—it’s also about technology. As more government services and operations move online, ensuring digital accessibility is just as important as ensuring physical spaces are accessible. Under Title II of the Americans with Disabilities Act (ADA), state and local governments are required to provide equal access to all programs, services, and activities for people with disabilities.

Deploying more than one web application on a single server used to require a lot of infrastructure fiddling. Docker made this better, but some things that are new in Kamal 2 make deploying containerized applications even easier. Kamal is a deployment tool from Basecamp that leans on Docker and its own integrated proxy to simplify deploying web apps. Kamal 2 makes deploying more than one Rails app to the same server easier.

Open any professional Python codebase—Django, Flask, pandas, requests—and you'll see a constructor pattern that appears nowhere in beginner tutorials. It's not complicated, it's not magic, but it makes a huge difference in code quality. I'm going to walk you through the standard Python constructor, init, and then reveal a powerful pattern that lets you create multiple constructors for a single class.

In recent years, AI technologies have evolved rapidly, and these capabilities are now accessible through APIs, making it easier for developers and enterprises to integrate AI into their applications. Whether it's natural language processing, image generation, or text summarization, AI APIs have become essential for modern applications.

Your approach to Guidewire data masking could be inhibiting innovation at your company. Insurance companies have been racing to accelerate digital transformation. But I’ve watched many neglect to properly protect sensitive information in their environments. The risk is real and immediate. Every development cycle, QA test, and sandbox refresh becomes a potential compliance violation. Or worse, it could lead to security gaps for bad actors to exploit.

Government procurement is anything but one-size-fits-all. Each agency’s unique mission drives the need for procurement flexibility—from the data they need to capture to the systems they connect with. What works for defense organizations may not align with a civilian agency’s processes. Procurement systems shouldn’t hold the mission back—they must be flexible enough to move at mission speed.

Healthcare organizations are under growing pressure to connect legacy EHR (Electronic Health Record) and ERP (Enterprise Resource Planning) systems while safeguarding patient privacy and meeting strict compliance standards.