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<title>Benny's Lab — Field Notes</title>
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<description>Updates from Benny's Lab: cycling, sports intelligence, AI agents, and things in progress.</description>
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<item><title>Bikefit.cc Is the Main Thing</title><link>https://bennyslab.net/field-notes/bikefit-is-the-main-thing.html</link><guid isPermaLink="true">https://bennyslab.net/field-notes/bikefit-is-the-main-thing.html</guid><pubDate>Fri, 30 Oct 2026 23:00:00 GMT</pubDate><description>An update on Bikefit.cc leadership, commercial traction, bridge funding, the 2027 raise, and the AI operating model supporting it.</description></item>
<item><title>The Week We Stopped Confusing Activity With Progress</title><link>https://bennyslab.net/field-notes/week-we-stopped-confusing-activity-with-progress.html</link><guid isPermaLink="true">https://bennyslab.net/field-notes/week-we-stopped-confusing-activity-with-progress.html</guid><pubDate>Sun, 25 Oct 2026 21:00:00 GMT</pubDate><description>Relationships, BikeFit, building from the roadside, funding paperwork, and the difference between productive work and impressive activity.</description></item>
<item><title>Meet the Minions: Building Our AI Team and Mission Control V1</title><link>https://bennyslab.net/field-notes/meet-the-minions-mission-control-v1.html</link><guid isPermaLink="true">https://bennyslab.net/field-notes/meet-the-minions-mission-control-v1.html</guid><pubDate>Fri, 16 Oct 2026 12:00:00 GMT</pubDate><description>Four specialist agents, Mission Control, and lessons from the Lab.</description></item>
<item><title>Meet the Minions: Building an AI Workforce and Making It Earn Its Keep</title><link>https://bennyslab.net/field-notes/meet-the-minions-ai-workforce.html</link><guid isPermaLink="true">https://bennyslab.net/field-notes/meet-the-minions-ai-workforce.html</guid><pubDate>Wed, 14 Oct 2026 12:00:00 GMT</pubDate><description>Grok, Grokbots, Woutson, specialist agents, and custom MCP.</description></item>
<item><title>Three AIs, Several Businesses, and One Very Human Bottleneck</title><link>https://bennyslab.net/field-notes/three-ais-several-businesses.html</link><guid isPermaLink="true">https://bennyslab.net/field-notes/three-ais-several-businesses.html</guid><pubDate>Fri, 09 Oct 2026 12:00:00 GMT</pubDate><description>Managing several projects and verifying the work.</description></item>
<item><title>The Water Cooler Became an Architecture Review</title><link>https://bennyslab.net/field-notes/water-cooler-model-rivals.html</link><guid isPermaLink="true">https://bennyslab.net/field-notes/water-cooler-model-rivals.html</guid><pubDate>Tue, 06 Oct 2026 12:00:00 GMT</pubDate><description>When AI models challenge one another.</description></item>
<item><title>The Orchestrator Manifesto</title><link>https://bennyslab.net/field-notes/orchestrator-manifesto.html</link><guid isPermaLink="true">https://bennyslab.net/field-notes/orchestrator-manifesto.html</guid><pubDate>Sun, 04 Oct 2026 12:00:00 GMT</pubDate><description>AI orchestration organized around the human.</description></item>
<item><title>The Day My AI Team Made Me Bring the Keyboard</title><link>https://bennyslab.net/field-notes/multi-agent-madness.html</link><guid isPermaLink="true">https://bennyslab.net/field-notes/multi-agent-madness.html</guid><pubDate>Sun, 04 Oct 2026 12:00:00 GMT</pubDate><description>API costs, a scheduler bug, and operational lessons.</description></item>
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