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<item><title>Capability scales. Accountability doesn’t.</title><link>https://sorenford.com/writing/accountability-does-not-scale/</link><guid>https://sorenford.com/writing/accountability-does-not-scale/</guid><pubDate>Thu, 15 Oct 2026 09:00:00 -0600</pubDate><description>An operations lead on AI agents, release processes and ownership, and why capability scales while accountability doesn’t.</description></item>
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