Development Tools
Category for discussing development tools and IDE’s for VoiceXML and voice applications.
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Three Projects I’m Proud of in 2025

In 2025, I built a lot of things to help me understand the changes that are happening and the things we need to focus on going forward to make government work better. Here are three I am most proud of. Continue reading
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What Does a Good Spec File Look Like?

I’ve been thinking a lot about spec-driven development lately and that got me thinking: what does a good spec file actually look like? How do we know when it’s good? The answer – it depends. Continue reading
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The Future is Ahead of Schedule

In August, I wrote about just-in-time interfaces as a future vision for civic tech. Three months later, that future seems to be arriving. Continue reading
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Infrastructure as Code for AI: The Rapid Evolution of Agent Instructions

AI coding agent instructions have evolved from simple markdown files to sophisticated orchestration frameworks in months, not years. For government, this rapid maturation offers new opportunities for collaboration that traditional code sharing never achieved. Continue reading
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AI Agents aren’t as radical as they sound

People think AI agents and delegation-based digital services are a radical idea. But people delegate all kinds of interactions with government to third parties today. It’s way more common than you might think. Understanding the kinds of services that people delegate, and the reasons that they choose to delegate are critical to inform how we… Continue reading
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Designing for delegation

Agentic, delegation-based services could reshape how people access government, cutting administrative burden – if agencies start building the right design patterns now. Continue reading
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AI instructions as platform infrastructure

Software delivery platforms provide reusable building blocks that reduce complexity. AI accelerates custom software development. The next evolution? Treating AI coding agent instructions as core platform infrastructure. Continue reading
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Design and Delivery: Two Sides of the Same Coin

What makes it hard to deliver good digital services in government? It’s not just a lack of design talent, it’s the difficulty of getting good designs into the hands of users quickly and learning from them. Continue reading
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Revisiting an Old Idea: Building a Rules Engine with CouchDB

Recently, I decided to dust off this old project and give it the attention it deserves. Using CouchDB’to build a sophisticated, scalable, easily managed rules engine. Continue reading
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The end of civic tech’s interface era

We are at an inflection point in civic technology. The same AI capabilities transforming other sectors will revolutionize how people interact with their government. It’s time to rethink the way we think about interfaces. Continue reading
About Me
I am the former Chief Data Officer for the City of Philadelphia. I also served as Director of Government Relations at Code for America, and as Director of the State of Delaware’s Government Information Center. For about six years, I served in the General Services Administration’s Technology Transformation Services (TTS), and helped pioneer their work with state and local governments. I also led platform evangelism efforts for TTS’ cloud platform, which supports over 30 critical federal agency systems.