<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>automation | AICell Lab</title><link>https://aicell.io/tag/automation/</link><atom:link href="https://aicell.io/tag/automation/index.xml" rel="self" type="application/rss+xml"/><description>automation</description><generator>Wowchemy (https://wowchemy.com)</generator><language>en-us</language><lastBuildDate>Fri, 20 Feb 2026 00:00:00 +0000</lastBuildDate><image><url>https://aicell.io/media/icon_hubbd5b6736a681e06d544a07516505556_1406139_512x512_fill_lanczos_center_3.png</url><title>automation</title><link>https://aicell.io/tag/automation/</link></image><item><title>Agent-Lens — AI Agents for Smart Microscopy</title><link>https://aicell.io/project/agent-lens/</link><pubDate>Fri, 20 Feb 2026 00:00:00 +0000</pubDate><guid>https://aicell.io/project/agent-lens/</guid><description>&lt;p>What if you could run a microscope just by describing what you want to see? &lt;strong>Agent-Lens&lt;/strong> is a web-based platform where an AI agent turns natural-language intent — &lt;em>&amp;ldquo;scan well C3 and find the cells with strong green fluorescence&amp;rdquo;&lt;/em> — into concrete microscope commands. It brings together hardware control, time-lapse imaging, segmentation (SAM), and similarity search (CLIP/DINOv2) behind a single conversational interface.&lt;/p>
&lt;p>Built on &lt;a href="https://aicell.io/project/hypha">Hypha&lt;/a>, Agent-Lens connects instruments, AI models, and an interactive UI into one workspace, and manages large image datasets in OME-Zarr. It is our step toward &lt;em>self-driving microscopy&lt;/em>: experiments that observe, decide, and adapt on their own, so biologists can focus on the questions instead of the controls.&lt;/p></description></item></channel></rss>