{"id":822,"date":"2025-11-30T01:37:41","date_gmt":"2025-11-29T22:07:41","guid":{"rendered":"https:\/\/razieh-akbari.tech\/en\/?page_id=822"},"modified":"2026-02-12T09:48:39","modified_gmt":"2026-02-12T06:18:39","slug":"blog","status":"publish","type":"page","link":"https:\/\/razieh-akbari.tech\/en\/blog\/","title":{"rendered":"Blog"},"content":{"rendered":"<h1>\n\tBlog<\/h1>\n<h3>Evaluating LLM Agents<\/h3>\n<p>From Observability to Continuous Improvement<\/p>\n<p>            Hover to Analyze<\/p>\n<h2>Evaluating LLM-Based Agents<\/h2>\n<p>LLM-based agents are multi-step and non-deterministic entities. Meaningful evaluation requires understanding why and how an agent arrived at a result.<\/p>\n<p>Tools like <a href=\"https:\/\/phoenix.arize.com\/\" target=\"_blank\" rel=\"noopener\">Arize Phoenix<\/a> provide structured mechanisms to visualize these behaviors.<\/p>\n<p>                    <a href=\"https:\/\/razieh-akbari.tech\/en\/evaluating-llm-based-agents\/\" target=\"_blank\">Full Paper<\/a><br \/>\n                    <img decoding=\"async\" src=\"https:\/\/razieh-akbari.tech\/wp-content\/uploads\/2026\/02\/e1d7d610-836b-4cf9-83b2-b89db71117ee.jpg\" alt=\"LLM Tracing\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Blog Evaluating LLM Agents From Observability to Continuous Improvement Hover to Analyze Evaluating LLM-Based Agents LLM-based agents are &#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-822","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/razieh-akbari.tech\/en\/wp-json\/wp\/v2\/pages\/822","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/razieh-akbari.tech\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/razieh-akbari.tech\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/razieh-akbari.tech\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/razieh-akbari.tech\/en\/wp-json\/wp\/v2\/comments?post=822"}],"version-history":[{"count":49,"href":"https:\/\/razieh-akbari.tech\/en\/wp-json\/wp\/v2\/pages\/822\/revisions"}],"predecessor-version":[{"id":909,"href":"https:\/\/razieh-akbari.tech\/en\/wp-json\/wp\/v2\/pages\/822\/revisions\/909"}],"wp:attachment":[{"href":"https:\/\/razieh-akbari.tech\/en\/wp-json\/wp\/v2\/media?parent=822"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}