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      <title>Governing Citizen-Developed AI Agents</title>
      <link>https://druce.ai/governance_wiki</link>
      <description>Last 10 notes on Governing Citizen-Developed AI Agents</description>
      <generator>Quartz -- quartz.jzhao.xyz</generator>
      <item>
    <title>Dual-LLM quarantine and friends</title>
    <link>https://druce.ai/governance_wiki/wiki/patterns/dual-llm-quarantine</link>
    <guid>https://druce.ai/governance_wiki/wiki/patterns/dual-llm-quarantine</guid>
    <description><![CDATA[ A system designed around an untrusted model can be secure even when the model is not. ]]></description>
    <pubDate>Sat, 22 Aug 2026 19:45:55 GMT</pubDate>
  </item><item>
    <title>Threat-modeling a citizen agent (worked example)</title>
    <link>https://druce.ai/governance_wiki/wiki/patterns/threat-modeling-a-citizen-agent</link>
    <guid>https://druce.ai/governance_wiki/wiki/patterns/threat-modeling-a-citizen-agent</guid>
    <description><![CDATA[ Threat-model the deployment, not the catalog. ]]></description>
    <pubDate>Sat, 22 Aug 2026 19:45:55 GMT</pubDate>
  </item><item>
    <title>Three-zone architecture</title>
    <link>https://druce.ai/governance_wiki/wiki/patterns/three-zone-architecture</link>
    <guid>https://druce.ai/governance_wiki/wiki/patterns/three-zone-architecture</guid>
    <description><![CDATA[ Graduated environments are what make promotion gates real. ]]></description>
    <pubDate>Sat, 22 Aug 2026 19:45:55 GMT</pubDate>
  </item><item>
    <title>Citizen developer roles</title>
    <link>https://druce.ai/governance_wiki/wiki/people/citizen-developer-roles</link>
    <guid>https://druce.ai/governance_wiki/wiki/people/citizen-developer-roles</guid>
    <description><![CDATA[ Adopt Davenport’s builder-type taxonomy — citizen automator, citizen developer, citizen data scientist — as the canonical role model, and add the role every taxonomy misses: the verifier, because agent-era work shifted from writing things to checking them. ]]></description>
    <pubDate>Sat, 22 Aug 2026 19:45:55 GMT</pubDate>
  </item><item>
    <title>Compliance as an approver</title>
    <link>https://druce.ai/governance_wiki/wiki/people/compliance-partnership</link>
    <guid>https://druce.ai/governance_wiki/wiki/people/compliance-partnership</guid>
    <description><![CDATA[ A CCO is not withholding approval because they are cautious. ]]></description>
    <pubDate>Sat, 22 Aug 2026 19:45:55 GMT</pubDate>
  </item><item>
    <title>The reviewer pool</title>
    <link>https://druce.ai/governance_wiki/wiki/people/reviewer-pool</link>
    <guid>https://druce.ai/governance_wiki/wiki/people/reviewer-pool</guid>
    <description><![CDATA[ “A senior person will look at it” is not a reviewer pool; a reviewer pool is a named bench with defined skills, rotation, and capacity limits, sized before the gate that depends on it opens. ]]></description>
    <pubDate>Sat, 22 Aug 2026 19:45:55 GMT</pubDate>
  </item><item>
    <title>The support model</title>
    <link>https://druce.ai/governance_wiki/wiki/people/support-model</link>
    <guid>https://druce.ai/governance_wiki/wiki/people/support-model</guid>
    <description><![CDATA[ Incentives to surface hidden AI use beat bans and surveillance, which push builders underground; the working structures are documented (a coordinating hub, a champions network, embedded coaches), and the one thing the evidence does not settle is whether the hub belongs at the centre or in the busine... ]]></description>
    <pubDate>Sat, 22 Aug 2026 19:45:55 GMT</pubDate>
  </item><item>
    <title>Training curriculum</title>
    <link>https://druce.ai/governance_wiki/wiki/people/training-curriculum</link>
    <guid>https://druce.ai/governance_wiki/wiki/people/training-curriculum</guid>
    <description><![CDATA[ Real citizen-developer training is measured in tens of hours (40 to 80 is the documented range), with certification depth keyed to the business criticality of what the builder will ship, and assessment graded on visible judgment, not on whether the deliverable runs. ]]></description>
    <pubDate>Sat, 22 Aug 2026 19:45:55 GMT</pubDate>
  </item><item>
    <title>Bibliography</title>
    <link>https://druce.ai/governance_wiki/wiki/reference/bibliography</link>
    <guid>https://druce.ai/governance_wiki/wiki/reference/bibliography</guid>
    <description><![CDATA[ Bibliography Twenty-odd things worth reading in full after this wiki, with one line each on why they earned the spot. ]]></description>
    <pubDate>Sat, 22 Aug 2026 19:45:55 GMT</pubDate>
  </item><item>
    <title>Changelog</title>
    <link>https://druce.ai/governance_wiki/wiki/reference/changelog</link>
    <guid>https://druce.ai/governance_wiki/wiki/reference/changelog</guid>
    <description><![CDATA[ Changelog What changed and when, newest first. ]]></description>
    <pubDate>Sat, 22 Aug 2026 19:45:55 GMT</pubDate>
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