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    <id>https://chaosgears.com/blog</id>
    <title>Blog | Chaos Gears</title>
    <updated>2026-08-01T05:29:32.167Z</updated>
    <generator>Chaos Gears</generator>
    <link rel="alternate" href="https://chaosgears.com/blog?utm_medium=rss"/>
    <subtitle>Explore cloud insights, engineering trends and tech deep dives — prepared and curated by cloud experts.</subtitle>
    <icon>https://chaosgears.com/favicon.ico</icon>
    <rights>Chaos Gears S.A.</rights>
    <entry>
        <title type="html"><![CDATA[A practical guide to Strands Agents]]></title>
        <id>https://chaosgears.com/blog/aws-strands-agents-guide</id>
        <link href="https://chaosgears.com/blog/aws-strands-agents-guide?utm_medium=rss"/>
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        <updated>2026-06-30T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[Get started with the Strands Agents SDK and build model-driven agents on AWS with this practical, hands-on guide.]]></summary>
        <contributor>
            <name>Gracjan Strzelec</name>
            <uri>https://linkedin.com/in/gracjan-strzelec</uri>
        </contributor>
    </entry>
    <entry>
        <title type="html"><![CDATA[Orchestrating a modern data platform on AWS with Apache Airflow, dbt, and Cosmos]]></title>
        <id>https://chaosgears.com/blog/orchestrating-a-modern-data-platform</id>
        <link href="https://chaosgears.com/blog/orchestrating-a-modern-data-platform?utm_medium=rss"/>
        <link rel="enclosure" href="https://chaosgears.com/blog/orchestrating-a-modern-data-platform.og.png" type="image/png"/>
        <updated>2026-06-19T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[Learn how to combine Apache Airflow on MWAA with dbt and Cosmos to build a scalable, production-ready data platform on AWS.]]></summary>
        <contributor>
            <name>Kamil Bartosik</name>
            <uri>https://linkedin.com/in/kamil-bartosik-89b57325b</uri>
        </contributor>
    </entry>
    <entry>
        <title type="html"><![CDATA[Building multitenant RAG the AWS-native way]]></title>
        <id>https://chaosgears.com/blog/aws-native-mulitenant-rag</id>
        <link href="https://chaosgears.com/blog/aws-native-mulitenant-rag?utm_medium=rss"/>
        <link rel="enclosure" href="https://chaosgears.com/blog/aws-native-mulitenant-rag.og.png" type="image/png"/>
        <updated>2026-06-10T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[A practical guide to designing multitenant Retrieval-Augmented Generation systems using AWS-native services — from vector stores to tenancy patterns.]]></summary>
        <contributor>
            <name>Paweł Grabiński</name>
            <uri>https://linkedin.com/in/prgrabinski</uri>
        </contributor>
    </entry>
    <entry>
        <title type="html"><![CDATA[Automation: from bottleneck to advantage]]></title>
        <id>https://chaosgears.com/blog/automation-on-aws-from-bottleneck-to-advantage</id>
        <link href="https://chaosgears.com/blog/automation-on-aws-from-bottleneck-to-advantage?utm_medium=rss"/>
        <link rel="enclosure" href="https://chaosgears.com/blog/automation-on-aws-from-bottleneck-to-advantage.og.png" type="image/png"/>
        <updated>2026-05-14T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[Learn how we built a serverless AWS architecture for an entertainment company that handles thousands of requests daily.]]></summary>
        <contributor>
            <name>Jakub Forysiak</name>
            <uri>https://linkedin.com/in/jakub-forysiak</uri>
        </contributor>
    </entry>
    <entry>
        <title type="html"><![CDATA[GenAI voicebots on AWS: five lessons from production]]></title>
        <id>https://chaosgears.com/blog/genai-voicebots-on-aws-five-lessons-from-production</id>
        <link href="https://chaosgears.com/blog/genai-voicebots-on-aws-five-lessons-from-production?utm_medium=rss"/>
        <link rel="enclosure" href="https://chaosgears.com/blog/genai-voicebots-on-aws-five-lessons-from-production.og.png" type="image/png"/>
        <updated>2026-04-08T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[After deploying voicebots across healthcare, finance, and telecom, here are the five lessons that cost us the most time — and saved our clients the most pain.]]></summary>
        <contributor>
            <name>Krzysztof Fudała</name>
            <uri>https://linkedin.com/in/krzysztoffudala</uri>
        </contributor>
    </entry>
    <entry>
        <title type="html"><![CDATA[GenAI voicebots on AWS: architecture and deployment]]></title>
        <id>https://chaosgears.com/blog/genai-voicebots-on-aws-architecture-and-deployment</id>
        <link href="https://chaosgears.com/blog/genai-voicebots-on-aws-architecture-and-deployment?utm_medium=rss"/>
        <link rel="enclosure" href="https://chaosgears.com/blog/genai-voicebots-on-aws-architecture-and-deployment.og.png" type="image/png"/>
        <updated>2026-03-15T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[Learn how voice AI works, how it differs from chatbots, and how to deploy voicebots on AWS using both managed and custom architectures.]]></summary>
        <contributor>
            <name>Krzysztof Fudała</name>
            <uri>https://linkedin.com/in/krzysztoffudala</uri>
        </contributor>
    </entry>
    <entry>
        <title type="html"><![CDATA[Supercharge your Amazon Bedrock agents with Tavily search]]></title>
        <id>https://chaosgears.com/blog/amazon-bedrock-agents-tavily-search-guide</id>
        <link href="https://chaosgears.com/blog/amazon-bedrock-agents-tavily-search-guide?utm_medium=rss"/>
        <link rel="enclosure" href="https://chaosgears.com/blog/amazon-bedrock-agents-tavily-search-guide.og.png" type="image/png"/>
        <updated>2025-09-05T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[A practical guide on how to add real-time web search results to your agentic AI built on Amazon Bedrock.]]></summary>
        <contributor>
            <name>Gracjan Strzelec</name>
            <uri>https://linkedin.com/in/gracjan-strzelec</uri>
        </contributor>
    </entry>
    <entry>
        <title type="html"><![CDATA[AWS Nuke: A practical guide to safely deleting AWS resources]]></title>
        <id>https://chaosgears.com/blog/safely-delete-aws-resources-with-aws-nuke</id>
        <link href="https://chaosgears.com/blog/safely-delete-aws-resources-with-aws-nuke?utm_medium=rss"/>
        <link rel="enclosure" href="https://chaosgears.com/blog/safely-delete-aws-resources-with-aws-nuke.og.png" type="image/png"/>
        <updated>2025-06-16T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[Dive into AWS Nuke and see how it helps clean up and delete all AWS resources in a systematic and automated way.]]></summary>
        <contributor>
            <name>Diana Strumnik</name>
            <uri>https://linkedin.com/in/dianastrumnik</uri>
        </contributor>
    </entry>
    <entry>
        <title type="html"><![CDATA[Running GPU jobs on AWS Batch]]></title>
        <id>https://chaosgears.com/blog/gpu-jobs-on-aws-batch</id>
        <link href="https://chaosgears.com/blog/gpu-jobs-on-aws-batch?utm_medium=rss"/>
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        <updated>2024-09-24T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[Explore how to best run periodic GPU-intensive machine learning inference on cloud GPUs with AWS Batch.]]></summary>
        <contributor>
            <name>Krzysztof Kwaśniak</name>
            <uri>https://linkedin.com/in/kwasniak-krzysztof</uri>
        </contributor>
        <contributor>
            <name>Bartłomiej Gadzicki</name>
            <uri>https://linkedin.com/in/bgadzicki</uri>
        </contributor>
        <contributor>
            <name>Tomasz Dudek</name>
            <uri>https://linkedin.com/in/tomaszdudek95</uri>
        </contributor>
    </entry>
    <entry>
        <title type="html"><![CDATA[Time travel with Apache Iceberg tables on AWS]]></title>
        <id>https://chaosgears.com/blog/time-travel-apache-iceberg-amazon-athena-data-lakehouse-on-aws</id>
        <link href="https://chaosgears.com/blog/time-travel-apache-iceberg-amazon-athena-data-lakehouse-on-aws?utm_medium=rss"/>
        <link rel="enclosure" href="https://chaosgears.com/blog/time-travel-apache-iceberg-amazon-athena-data-lakehouse-on-aws.og.png" type="image/png"/>
        <updated>2023-07-21T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[Exploring Apache Iceberg in AWS data lakehouses by implementing time travel for Iceberg tables in Amazon Athena.]]></summary>
        <contributor>
            <name>Rafał Mituła</name>
            <uri>https://linkedin.com/in/rafalmitula</uri>
        </contributor>
    </entry>
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