<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>MLOps on cloudlogic.dev</title><link>https://cloudlogic.dev/tags/mlops/</link><description>Recent content in MLOps on cloudlogic.dev</description><image><title>cloudlogic.dev</title><url>https://cloudlogic.dev/img/logo/cl4.webp</url><link>https://cloudlogic.dev/img/logo/cl4.webp</link></image><generator>Hugo -- 0.158.0</generator><language>en</language><managingEditor>contact@cloudlogic.dev (sanj)</managingEditor><webMaster>contact@cloudlogic.dev (sanj)</webMaster><lastBuildDate>Sun, 19 Jul 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://cloudlogic.dev/tags/mlops/index.xml" rel="self" type="application/rss+xml"/><item><title>ML &amp; AI in Fintech: Production Engineering Guide 2026</title><link>https://cloudlogic.dev/2026/07/19/ml-ai-in-fintech-production-engineering-guide-2026/</link><pubDate>Sun, 19 Jul 2026 00:00:00 +0000</pubDate><author>contact@cloudlogic.dev (sanj)</author><guid>https://cloudlogic.dev/2026/07/19/ml-ai-in-fintech-production-engineering-guide-2026/</guid><description>Production ML and AI architectures for financial services: model risk management, AI governance, fraud detection, LLM fine-tuning, and agentic AI. From tier-one bank and fintech experience.</description></item><item><title>The Model Observatory Pattern: Monitoring Fine-Tuned LLMs in Production</title><link>https://cloudlogic.dev/2026/07/17/the-model-observatory-pattern-monitoring-fine-tuned-llms-in-production/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><author>contact@cloudlogic.dev (sanj)</author><guid>https://cloudlogic.dev/2026/07/17/the-model-observatory-pattern-monitoring-fine-tuned-llms-in-production/</guid><description>Monitoring fine-tuned language models in production requires detecting drift across data, model, and concept dimensions. AWS prescriptive guidance, tooling comparisons, and patterns for regulated environments.</description></item></channel></rss>