Dustin GoodDustin Good

Civic AI Practitioner

Building AI for local government...
from the inside

City council member who builds AI tools. Developer focused on municipal use-cases. Creator of the Verifiability Framework for responsible public sector AI deployment.

Why Practitioners Matter

Inside Government

4.5 years elected

I've voted on emergency aid for homeless residents after an encampment fire. I've navigated how local government protects residents from federal immigration overreach. These are decisions no algorithm should make.

Builds Real Tools

Ships, not theorizes

I've built PolicyAide (8-agent policy research system), a 34-tool MCP server used by Coda's engineering team, and civic AI tools used in actual municipal contexts.

Framework Thinking

Methodology, not just code

The Verifiability Framework provides clear criteria for when AI should automate versus augment in government. A thinking tool that helps municipalities move past hype and fear.

Read the framework

The Verifiability Framework

A methodology for responsible AI deployment in local government

“Can we verify success?”

If yes — candidate for automation. Permit completeness checks, data validation, routine scheduling.

If no — AI augments human judgment, doesn't replace it. Budget priorities, emergency aid allocation, policy tradeoffs.

Current Work

What I'm Building

Speaking & Consulting

Available for conferences, workshops, and advisory work

Speaking on municipal AI implementation at IML (Illinois Municipal League) and City AI Connect. Topics include the Verifiability Framework, building AI tools from inside government, and practical lessons from 4.5 years of elected service.