<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Field Notes | Gnosis Labs</title><description>Essays from the build. What production agentic AI actually takes, written by the people running it.</description><link>https://gnosislabs.tech/</link><item><title>Green Gates Cannot Measure Presence</title><link>https://gnosislabs.tech/field-notes/green-gates-cannot-measure-presence/</link><guid isPermaLink="true">https://gnosislabs.tech/field-notes/green-gates-cannot-measure-presence/</guid><description>A test suite passed while the whole point of the work was being destroyed. What that taught us about verification, and about the one check no gate can replace.</description><pubDate>Sun, 19 Jul 2026 00:00:00 GMT</pubDate></item><item><title>The Agent That Gives a Damn</title><link>https://gnosislabs.tech/field-notes/the-agent-that-gives-a-damn/</link><guid isPermaLink="true">https://gnosislabs.tech/field-notes/the-agent-that-gives-a-damn/</guid><description>Why a persistent identity produces work a stateless agent can&apos;t, and what identityless agents quietly cost you.</description><pubDate>Mon, 06 Jul 2026 00:00:00 GMT</pubDate></item><item><title>The Bottleneck Was Never the Builder</title><link>https://gnosislabs.tech/field-notes/the-bottleneck-was-never-the-builder/</link><guid isPermaLink="true">https://gnosislabs.tech/field-notes/the-bottleneck-was-never-the-builder/</guid><description>How a two-person studio ships production agentic AI in weeks, and why the speed is a byproduct of verification, not generation.</description><pubDate>Sat, 20 Jun 2026 00:00:00 GMT</pubDate></item></channel></rss>