legacy-systems
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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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Proving Out a New Approach to Legacy System Modernization
Government legacy systems hold decades of institutional knowledge that disappears when we focus only on translating old code to new code. I’ve been developing SpecOps—a methodology that uses AI to extract that knowledge into plain-language specifications that policy experts can actually verify. Continue reading
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The Quiet Crisis in Legacy System Modernization
AI offers some new hope for tackling government legacy systems—but we can’t afford to focus only on the biggest, flashiest ones. The real crisis is quieter, deeper, and much more widespread. Continue reading
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Searching For Patterns in Digital Modernization
We need to find new patterns to guide the work of digital service teams in government to lay the foundation for the next generation of public services 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.
Civic Innovations 