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Civic and Government Context
Public-sector awareness
This secondary context page keeps civic and government background factual and low-key. It is included because public-sector technology, governance, procurement realities, and institutional trust are recurring parts of Jake’s work.
Professional framing
For recruiters and public-sector leads, the relevant throughline is governance literacy: understanding stakeholders, risk, public accountability, continuity, and the difference between technically correct and institutionally workable.
The primary professional narrative remains architecture, security, AI safety, and delivery. Civic material should stay factual rather than advocacy-oriented on this site.