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Recent insights and ideas

Activate Framework: A skills kit for AI development in government

What does it take to make AI coding tools follow your team’s standards? Here, we introduce an open-source approach built from real government delivery experience.

By: Technology Team

March 18, 2026

Topics: Digital Services, Ideas, AI
Read more of Activate Framework: A skills kit for AI development in government

Humans required: Why AI coding still requires human experts to work most effectively

As agencies explore and adopt AI-assisted coding tools, there's a growing body of research on how to use them most effectively.

By: Technology Team

March 9, 2026

Topics: AI, Ideas, Research
Read more of Humans required: Why AI coding still requires human experts to work most effectively

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.

By: Mark Headd

October 1, 2025

Topics: Ai, Design
Read more of Designing for delegation
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