<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Odelia Cohen on Fred</title><link>https://site.fredlab.dev/contributors/odelia-cohen/</link><description>Recent content in Odelia Cohen on Fred</description><generator>Hugo</generator><language>en</language><copyright>Copyright (c) 2020-2024 Thulite</copyright><lastBuildDate>Thu, 09 Jul 2026 10:00:00 +0200</lastBuildDate><atom:link href="https://site.fredlab.dev/contributors/odelia-cohen/index.xml" rel="self" type="application/rss+xml"/><item><title>Continuous Evaluation, Made Visible: fred-agent-evaluator in Action</title><link>https://site.fredlab.dev/blog/continuous-evaluation-made-visible-fred-agent-evaluator-in-action/</link><pubDate>Thu, 09 Jul 2026 10:00:00 +0200</pubDate><guid>https://site.fredlab.dev/blog/continuous-evaluation-made-visible-fred-agent-evaluator-in-action/</guid><description>The Admin of a Fred team is accountable for how its agents behave — but accountability without visibility is just exposure. fred-agent-evaluator is what gives that accountability something to stand on, including custom, business-specific checks an Analyst can define just by describing them.</description></item><item><title>Rich Mode: Extending RAG with Direct Visual Evidence</title><link>https://site.fredlab.dev/blog/rich-mode-extending-rag-with-direct-visual-evidence/</link><pubDate>Mon, 13 Apr 2026 12:07:05 +0100</pubDate><guid>https://site.fredlab.dev/blog/rich-mode-extending-rag-with-direct-visual-evidence/</guid><description>An exploration of the structural limitations of text-based RAG systems, supported by benchmarks, and how Rich mode introduces a multimodal retrieval strategy that preserves and leverages images as first-class evidence.</description></item></channel></rss>