This app is built transparently. Every line of code, every AI prompt, every design decision is public. We believe voting tools should be accountable to the voters who use them.
The full source code is available on GitHub: github.com/txvotes/txvotes
vote.help is a single-file progressive web app served directly from a Cloudflare Worker. There's no build step, no framework, no bundler. The entire app — HTML, CSS, and JavaScript — is generated server-side and delivered as one response.
We submitted our full codebase — including all AI prompts, the data pipeline, and our methodology — to four independent AI systems for review. Each was asked to evaluate the code for partisan bias, security issues, and overall code quality.
"A robust framework for nonpartisan voting recommendations with strong transparency measures and deliberate design choices to mitigate bias." — 7.5/10
Read the full review →"Highly commendable commitment to fairness and transparency. Sets a high standard for responsible AI in election information." — 7.5/10
Read the full review →"Well-designed application with strong nonpartisan intent. Exceptional openness with detailed exports and public APIs." — 7.8/10
Read the full review →"Extraordinarily comprehensive methodology export. Multi-layered safeguards against bias more robust than typical voter platforms." — 8.2/10
Read the full review →648 automated tests across 11 test files covering interview flow, guide generation, routing, data validation, balance checks, bias testing, and audit automation. Tests run on every change to catch regressions before they reach voters.
Contact us anytime: howdy@vote.help
vote.help is released under the MIT License. This means you're free to use, modify, and distribute the code for any purpose — including building your own voting guide for another state or city. The only requirement is that you include the original license notice.