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		<title>AI, Robotics, Ops</title>
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			<title>AI Agent Self-Reflection: A Guide to Improving Quality</title>
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			<title>Production ML: Deploying model to Virtual Machine. Part 1.</title>
			<pubDate><![CDATA[Tue, 02 Aug 2022 15:42:52 +0000]]></pubDate>
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			<title>AI Code Review: A Supervisor-Led Agentic System</title>
			<pubDate><![CDATA[Thu, 11 Dec 2025 20:50:14 +0000]]></pubDate>
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			<guid><![CDATA[https://alexostrovskyy.com/production-multi-agent-ai-system/]]></guid>
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			<title>Multi-Agent AI System for Code Review with LangGraph.</title>
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			<title>Production ML: Model Training and Evaluation. Structured Dataset.</title>
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			<guid><![CDATA[https://alexostrovskyy.com/production-ml-series-of-articles/]]></guid>
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			<title>Production ML Series of Articles</title>
			<pubDate><![CDATA[Sun, 31 Jul 2022 08:11:01 +0000]]></pubDate>
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			<guid><![CDATA[https://alexostrovskyy.com/production-ml-model-deployment-and-serving/]]></guid>
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			<title>Production ML: Model Deployment and Serving Introduction</title>
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			<guid><![CDATA[https://alexostrovskyy.com/the-agentic-firewall-a-production-ready-security-blueprint-for-your-agentic-ai/]]></guid>
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			<title>A Production-Ready Security Blueprint for Your Agentic AI</title>
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			<title>Contact me</title>
			<pubDate><![CDATA[Sun, 21 Dec 2025 15:37:55 +0000]]></pubDate>
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			<title>The Agentic AI Playbook: From Cloud-Native Data to Autonomous Business Impact</title>
			<pubDate><![CDATA[Sun, 18 Jan 2026 19:05:39 +0000]]></pubDate>
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			<guid><![CDATA[https://alexostrovskyy.com/the-guide-to-agentic-ai-mlops-with-langchain-and-langserve/]]></guid>
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			<title>The Guide to Agentic AI &#038; MLOps with LangChain and LangServe</title>
			<pubDate><![CDATA[Sun, 15 Mar 2026 22:17:50 +0000]]></pubDate>
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			<guid><![CDATA[https://alexostrovskyy.com/ai-in-robotics-a-guide-to-architecting-a-resilient-autonomous-drone-swarm/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/ai-in-robotics-a-guide-to-architecting-a-resilient-autonomous-drone-swarm/]]></link>
			<title>AI in Robotics: A Guide to Architecting a Resilient Autonomous Drone Swarm</title>
			<pubDate><![CDATA[Sun, 14 Dec 2025 19:29:32 +0000]]></pubDate>
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			<guid><![CDATA[https://alexostrovskyy.com/about-me/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/about-me/]]></link>
			<title>About me</title>
			<pubDate><![CDATA[Sun, 11 Jan 2026 20:48:24 +0000]]></pubDate>
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			<guid><![CDATA[https://alexostrovskyy.com/building-enterprise-agentic-ai-with-aws-bedrock-agentcore/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/building-enterprise-agentic-ai-with-aws-bedrock-agentcore/]]></link>
			<title>Building Enterprise Agentic AI: A Deep Dive with AWS Bedrock AgentCore</title>
			<pubDate><![CDATA[Sun, 11 Jan 2026 19:02:30 +0000]]></pubDate>
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			<guid><![CDATA[https://alexostrovskyy.com/rethinking-the-big-data-pipeline-a-guide-to-duckdb-polars/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/rethinking-the-big-data-pipeline-a-guide-to-duckdb-polars/]]></link>
			<title>Rethinking the Big Data Pipeline: A Guide to DuckDB &amp; Polars</title>
			<pubDate><![CDATA[Sun, 08 Feb 2026 18:07:12 +0000]]></pubDate>
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			<guid><![CDATA[https://alexostrovskyy.com/architecting-enterprise-aiops-and-agentic-ai-on-google-cloud/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/architecting-enterprise-aiops-and-agentic-ai-on-google-cloud/]]></link>
			<title>Architecting Enterprise AIOps and Agentic AI on Google Cloud</title>
			<pubDate><![CDATA[Sun, 01 Feb 2026 18:27:21 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://alexostrovskyy.com/production-llm-vector-retriever/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/production-llm-vector-retriever/]]></link>
			<title>Production LLM: Vector Retriever</title>
			<pubDate><![CDATA[Sat, 30 Mar 2024 17:01:03 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/production-llm-how-to-harness-the-power-of-llm-in-real-life-business-cases/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/production-llm-how-to-harness-the-power-of-llm-in-real-life-business-cases/]]></link>
			<title>Production LLM: how to harness the power of LLM in real-life business cases.</title>
			<pubDate><![CDATA[Sat, 23 Mar 2024 17:08:34 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/the-kubeflow-mlops-platform-architecting-for-agentic-ai/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/the-kubeflow-mlops-platform-architecting-for-agentic-ai/]]></link>
			<title>The Kubeflow MLOps Platform: Architecting for Agentic AI</title>
			<pubDate><![CDATA[Sat, 21 Feb 2026 22:50:58 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/semantic-similarity-in-natural-language-processing/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/semantic-similarity-in-natural-language-processing/]]></link>
			<title>Semantic Similarity in Natural language Processing. Part 1.</title>
			<pubDate><![CDATA[Sat, 19 Feb 2022 08:09:00 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/production-ml-training-and-deploying-model-with-aws-automl-sagemaker-glue-and-athena-part-1/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/production-ml-training-and-deploying-model-with-aws-automl-sagemaker-glue-and-athena-part-1/]]></link>
			<title>Production ML: Training and deploying model with AWS AutoML, SageMaker, Glue, and Athena. Part 3.</title>
			<pubDate><![CDATA[Sat, 04 Feb 2023 19:39:49 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/production-ml-training-and-deploying-model-with-aws-automl-sagemaker-glue-and-athena/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/production-ml-training-and-deploying-model-with-aws-automl-sagemaker-glue-and-athena/]]></link>
			<title>Production ML: Training and deploying model with AWS AutoML, SageMaker, Glue, and Athena. Part 1.</title>
			<pubDate><![CDATA[Sat, 04 Feb 2023 08:09:18 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/the-sagemaker-unified-handbook-production-ml-agentic-ai-2026-edition/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/the-sagemaker-unified-handbook-production-ml-agentic-ai-2026-edition/]]></link>
			<title>The SageMaker Unified Handbook: Production ML &amp; Agentic AI (2026 Edition)</title>
			<pubDate><![CDATA[Sat, 03 Jan 2026 17:59:36 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/production-llm-sql-agent/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/production-llm-sql-agent/]]></link>
			<title>Production LLM: SQL Agent</title>
			<pubDate><![CDATA[Sat, 01 Feb 2025 17:23:28 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/production-llm-agent-with-tools/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/production-llm-agent-with-tools/]]></link>
			<title>Production  LLM: Agent  with  tools</title>
			<pubDate><![CDATA[Sat, 01 Feb 2025 17:09:55 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/production-ml-data-engineering-pipeline-e-commerce-example-part-1/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/production-ml-data-engineering-pipeline-e-commerce-example-part-1/]]></link>
			<title>Production ML: Data Engineering Pipeline &#8211; E-commerce Example. Part 1.</title>
			<pubDate><![CDATA[Sat, 01 Feb 2025 17:09:31 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/production-ml-data-engineering-pipeline-e-commerce-example-part-2/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/production-ml-data-engineering-pipeline-e-commerce-example-part-2/]]></link>
			<title>Production ML: Data Engineering Pipeline – E-commerce Example. Part 2.</title>
			<pubDate><![CDATA[Sat, 01 Feb 2025 17:08:59 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/agentic-ai-a-production-grade-guide-to-building-ai-with-memory/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/agentic-ai-a-production-grade-guide-to-building-ai-with-memory/]]></link>
			<title>Agentic AI: A Production-Grade Guide to Building AI with Memory</title>
			<pubDate><![CDATA[Mon, 26 Jan 2026 00:05:33 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/production-ml-deploying-model-to-virtual-machine-part-2/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/production-ml-deploying-model-to-virtual-machine-part-2/]]></link>
			<title>Production ML: Deploying model to Virtual Machine. Part 2.</title>
			<pubDate><![CDATA[Mon, 22 Aug 2022 17:22:30 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://alexostrovskyy.com/production-ml-deploying-model-to-virtual-machine-part-3/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/production-ml-deploying-model-to-virtual-machine-part-3/]]></link>
			<title>Production ML: Deploying model to Virtual Machine. Part 3.</title>
			<pubDate><![CDATA[Mon, 22 Aug 2022 17:21:24 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/conversational-ai-agent-for-bi-dashboards-practical-guide/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/conversational-ai-agent-for-bi-dashboards-practical-guide/]]></link>
			<title>Conversational AI Agent for BI Dashboards: A Practical Guide</title>
			<pubDate><![CDATA[Mon, 08 Dec 2025 19:26:48 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/production-llm-legal-chatbot-with-knowledge-graphs-and-langgraph/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/production-llm-legal-chatbot-with-knowledge-graphs-and-langgraph/]]></link>
			<title>Building a Legal Chatbot with Knowledge Graphs &amp; LangGraph</title>
			<pubDate><![CDATA[Mon, 08 Dec 2025 19:05:12 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/building-an-explainable-ai-for-insurance-fraud-detection/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/building-an-explainable-ai-for-insurance-fraud-detection/]]></link>
			<title>AI for Insurance Fraud Detection: A Guide to Neuro-Symbolic Systems</title>
			<pubDate><![CDATA[Mon, 08 Dec 2025 18:55:02 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/beyond-hardcoded-strings-a-practical-guide-to-production-prompt-management/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/beyond-hardcoded-strings-a-practical-guide-to-production-prompt-management/]]></link>
			<title>A  Practical Guide  to  Production  Prompt  Management</title>
			<pubDate><![CDATA[Mon, 08 Dec 2025 18:49:08 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://alexostrovskyy.com/robotics-the-brain-of-the-drone-object-detection-with-yolov12-on-jetson-orin-nano/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/robotics-the-brain-of-the-drone-object-detection-with-yolov12-on-jetson-orin-nano/]]></link>
			<title>Drone Object Detection: A YOLOv12 &amp; Jetson Orin Nano Guide</title>
			<pubDate><![CDATA[Mon, 08 Dec 2025 18:40:27 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/stop-drowning-in-ai-hype-a-builders-guide-to-predicting-the-future/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/stop-drowning-in-ai-hype-a-builders-guide-to-predicting-the-future/]]></link>
			<title>Stop   Drowning   in   AI   Hype:   A   Builder’s   Guide   to   Predicting   the   Future</title>
			<pubDate><![CDATA[Mon, 08 Dec 2025 17:19:36 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/production-ml-data-transformation-pipeline-with-apache-beam-structured-dataset/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/production-ml-data-transformation-pipeline-with-apache-beam-structured-dataset/]]></link>
			<title>Production ML Data Transformation Pipeline with Apache Beam. Structured Dataset.</title>
			<pubDate><![CDATA[Fri, 28 Jan 2022 19:01:49 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/data-ingestion-and-validation-in-production-machine-learning/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/data-ingestion-and-validation-in-production-machine-learning/]]></link>
			<title>Data Ingestion and Validation in Production Machine Learning. Structured Dataset.</title>
			<pubDate><![CDATA[Fri, 28 Jan 2022 18:04:16 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/how-to-design-and-implement-a-successful-ai-strategy-for-your-business-part-2/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/how-to-design-and-implement-a-successful-ai-strategy-for-your-business-part-2/]]></link>
			<title>How to Design and Implement a Successful AI Strategy for your Business. Part 2.</title>
			<pubDate><![CDATA[Fri, 19 Jul 2024 06:33:53 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://alexostrovskyy.com/how-to-design-and-implement-a-successful-ai-strategy-for-your-business-part-1/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/how-to-design-and-implement-a-successful-ai-strategy-for-your-business-part-1/]]></link>
			<title>How to Design and Implement a Successful AI Strategy for your Business. Part 1.</title>
			<pubDate><![CDATA[Fri, 19 Jul 2024 05:38:36 +0000]]></pubDate>
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			<guid><![CDATA[https://alexostrovskyy.com/ai-agent-with-memory-and-tools/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/ai-agent-with-memory-and-tools/]]></link>
			<title>AI Agent with Memory and Tools using Python &#038; LangChain</title>
			<pubDate><![CDATA[Fri, 12 Dec 2025 01:05:26 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://alexostrovskyy.com/semantic-similarity-in-natural-language-processing-part-2/]]></guid>
			<link><![CDATA[https://alexostrovskyy.com/semantic-similarity-in-natural-language-processing-part-2/]]></link>
			<title>Semantic Similarity in Natural language Processing. Part 2.</title>
			<pubDate><![CDATA[Fri, 05 Aug 2022 17:57:36 +0000]]></pubDate>
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