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  <title>Florian Zeba</title>
  <subtitle>Data &amp; AI Architect focused on enterprise AI applications, data engineering, Microsoft Fabric, software architecture, cloud platforms, and practical technical writing.</subtitle>
  <link href="https://www.fzeba.com/feed.xml" rel="self"/>
  <link href="https://www.fzeba.com/"/>
  <updated>2026-02-21T00:00:00.000Z</updated>
  <id>https://www.fzeba.com/</id>
  <author>
    <name>Florian Zeba</name>
    <email>hello@fzeba.com</email>
  </author>
  <rights>Content copyright Florian Zeba</rights>
  
    
    <entry>
      <title>The Dataspace Protocol: Bridging the Gap Between Data Sharing &amp; Sovereignty</title>
      <link href="https://www.fzeba.com/posts/eclipse-dataspace-protocol/"/>
      <published>2026-02-21T00:00:00.000Z</published>
      <updated>2026-02-21T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/eclipse-dataspace-protocol/</id>
      <summary>How modern enterprises can share data while maintaining control and compliance</summary>
      
        
          <category term="post" />
        
          <category term="eclipse" />
        
          <category term="dataspace" />
        
          <category term="sovereignty" />
        
      
      <content type="html">&lt;p&gt;How modern enterprises can share data while maintaining control and compliance&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/eclipse-dataspace-protocol/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Your AI Development Team in a Box - Container for AI Coding Assistants</title>
      <link href="https://www.fzeba.com/posts/how-to-build-your-agentic-dev-container/"/>
      <published>2026-01-19T00:00:00.000Z</published>
      <updated>2026-01-19T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/how-to-build-your-agentic-dev-container/</id>
      <summary>How I built a unified AI development environment in a Docker container, accessible from anywhere.</summary>
      
        
          <category term="post" />
        
          <category term="docker" />
        
          <category term="ai agents" />
        
          <category term="hetzner" />
        
      
      <content type="html">&lt;p&gt;How I built a unified AI development environment in a Docker container, accessible from anywhere.&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/how-to-build-your-agentic-dev-container/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Implementing a SubAgent Orchestration System in my Dev Container</title>
      <link href="https://www.fzeba.com/posts/subagents-for-dev-container/"/>
      <published>2026-01-18T00:00:00.000Z</published>
      <updated>2026-01-18T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/subagents-for-dev-container/</id>
      <summary>How I built a multi-agent orchestration system using bash to coordinate specialized AI agents.</summary>
      
        
          <category term="post" />
        
          <category term="docker" />
        
          <category term="ai agents" />
        
          <category term="hetzner" />
        
      
      <content type="html">&lt;p&gt;How I built a multi-agent orchestration system using bash to coordinate specialized AI agents.&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/subagents-for-dev-container/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Cloud-Based Agentic Dev Container: Claude Code, Codex, and OpenCode in One</title>
      <link href="https://www.fzeba.com/posts/cloud-based-agentic-dev-container/"/>
      <published>2026-01-17T00:00:00.000Z</published>
      <updated>2026-01-17T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/cloud-based-agentic-dev-container/</id>
      <summary>A comprehensive guide to building a cloud-based AI development environment using Docker, Hetzner Cloud.</summary>
      
        
          <category term="post" />
        
          <category term="docker" />
        
          <category term="ai agents" />
        
          <category term="hetzner" />
        
      
      <content type="html">&lt;p&gt;A comprehensive guide to building a cloud-based AI development environment using Docker, Hetzner Cloud.&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/cloud-based-agentic-dev-container/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Schema Consistency + Evolution in Microsoft Fabric (Medallion Architecture)</title>
      <link href="https://www.fzeba.com/posts/schema-evolution-and-model-consistency/"/>
      <published>2025-11-30T00:00:00.000Z</published>
      <updated>2025-11-30T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/schema-evolution-and-model-consistency/</id>
      <summary>How to maintain schema consistency and evolution in Microsoft Fabric.</summary>
      
        
          <category term="post" />
        
          <category term="microsoft fabric" />
        
          <category term="schema evolution" />
        
          <category term="data engineering" />
        
      
      <content type="html">&lt;p&gt;How to maintain schema consistency and evolution in Microsoft Fabric.&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/schema-evolution-and-model-consistency/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Architectural Considerations for OpenShift On-Prem vs. Microsoft Fabric</title>
      <link href="https://www.fzeba.com/posts/microsoft-fabric-vs-openshif-on-premise/"/>
      <published>2025-11-25T00:00:00.000Z</published>
      <updated>2025-11-25T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/microsoft-fabric-vs-openshif-on-premise/</id>
      <summary>A deep dive into the architectural differences between OpenShift Fabric.</summary>
      
        
          <category term="post" />
        
          <category term="microsoft fabric" />
        
          <category term="openshift" />
        
      
      <content type="html">&lt;p&gt;A deep dive into the architectural differences between OpenShift Fabric.&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/microsoft-fabric-vs-openshif-on-premise/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Microsoft Fabric Shortcuts - Technical Guide for Architects and Engineers</title>
      <link href="https://www.fzeba.com/posts/microsoft-fabric-shortcuts/"/>
      <published>2025-11-23T00:00:00.000Z</published>
      <updated>2025-11-23T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/microsoft-fabric-shortcuts/</id>
      <summary>Fabric Shortcuts architecture, cross-capacity access, medallion patterns, authentication models.</summary>
      
        
          <category term="post" />
        
          <category term="microsoft fabric" />
        
          <category term="data architecture" />
        
      
      <content type="html">&lt;p&gt;Fabric Shortcuts architecture, cross-capacity access, medallion patterns, authentication models.&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/microsoft-fabric-shortcuts/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Practical CI/CD with Terraform, Fabric CLI and fabric-cicd</title>
      <link href="https://www.fzeba.com/posts/terraform-fabric/"/>
      <published>2025-11-14T00:00:00.000Z</published>
      <updated>2025-11-14T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/terraform-fabric/</id>
      <summary>Terraform is a powerful tool for infrastructure as code, enabling you to define and manage your Microsoft Fabric resources programmatically.</summary>
      
        
          <category term="post" />
        
          <category term="terraform" />
        
          <category term="cli" />
        
          <category term="microsoft-fabric" />
        
      
      <content type="html">&lt;p&gt;Terraform is a powerful tool for infrastructure as code, enabling you to define and manage your Microsoft Fabric resources programmatically.&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/terraform-fabric/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Data Lake and Microsoft Fabric - An example with US Crime Stats</title>
      <link href="https://www.fzeba.com/posts/us-crime-stats-in-ms-fabric/"/>
      <published>2025-10-30T00:00:00.000Z</published>
      <updated>2025-10-30T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/us-crime-stats-in-ms-fabric/</id>
      <summary>Delta Lake is the foundational storage layer in Microsoft Fabric, enabling reliable, ACID-compliant data lakes that serve as a single source of truth for analytics.</summary>
      
        
          <category term="post" />
        
          <category term="delta-lake" />
        
          <category term="lakehouse" />
        
          <category term="microsoft-fabric" />
        
      
      <content type="html">&lt;p&gt;Delta Lake is the foundational storage layer in Microsoft Fabric, enabling reliable, ACID-compliant data lakes that serve as a single source of truth for analytics.&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/us-crime-stats-in-ms-fabric/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Delta Lake Usage in Microsoft Fabric: The Foundation of a Reliable Lakehouse</title>
      <link href="https://www.fzeba.com/posts/delta-lake-usage/"/>
      <published>2025-10-22T00:00:00.000Z</published>
      <updated>2025-10-22T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/delta-lake-usage/</id>
      <summary>A deep dive into Delta Lake and its role in Microsoft Fabric for building reliable lakehouses</summary>
      
        
          <category term="post" />
        
          <category term="delta-lake" />
        
          <category term="lakehouse" />
        
          <category term="microsoft-fabric" />
        
      
      <content type="html">&lt;p&gt;A deep dive into Delta Lake and its role in Microsoft Fabric for building reliable lakehouses&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/delta-lake-usage/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>A Comprehensive Guide to Data Vault 2.0: The Agile Data Warehouse</title>
      <link href="https://www.fzeba.com/posts/data-vault-schema-method/"/>
      <published>2025-10-20T00:00:00.000Z</published>
      <updated>2025-10-20T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/data-vault-schema-method/</id>
      <summary>A deep dive into Data Vault 2.0 methodology for building agile data warehouses</summary>
      
        
          <category term="post" />
        
          <category term="data-vault" />
        
          <category term="data-warehouse" />
        
          <category term="microsoft-fabric" />
        
      
      <content type="html">&lt;p&gt;A deep dive into Data Vault 2.0 methodology for building agile data warehouses&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/data-vault-schema-method/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Fixing the OpenPanel Signup Issue on Dokploy</title>
      <link href="https://www.fzeba.com/posts/dokploy-openpanel-errors/"/>
      <published>2025-10-03T00:00:00.000Z</published>
      <updated>2025-10-03T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/dokploy-openpanel-errors/</id>
      <summary>Explaining the interaction between HTTPS, Traefik, and environment variables in fixing the OpenPanel signup issue on Dokploy.</summary>
      
        
          <category term="post" />
        
          <category term="dokploy" />
        
          <category term="openpanel" />
        
          <category term="traefik" />
        
      
      <content type="html">&lt;p&gt;Explaining the interaction between HTTPS, Traefik, and environment variables in fixing the OpenPanel signup issue on Dokploy.&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/dokploy-openpanel-errors/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Set up Dokploy on Hetzner in your Cloud</title>
      <link href="https://www.fzeba.com/posts/dokploy-hetzner-setup/"/>
      <published>2025-10-01T00:00:00.000Z</published>
      <updated>2025-10-01T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/dokploy-hetzner-setup/</id>
      <summary>Set up a Dokploy server on Hetzner and run services like n8n in your own Cloud</summary>
      
        
          <category term="post" />
        
          <category term="dokploy" />
        
          <category term="cloud" />
        
          <category term="n8n" />
        
      
      <content type="html">&lt;p&gt;Set up a Dokploy server on Hetzner and run services like n8n in your own Cloud&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/dokploy-hetzner-setup/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Understanding Backpropagation in Deep Learning Networks</title>
      <link href="https://www.fzeba.com/posts/understanding-backpropagation/"/>
      <published>2025-06-26T00:00:00.000Z</published>
      <updated>2025-06-26T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/understanding-backpropagation/</id>
      <summary>Explaining Backpropagation algorithm, its significance in training neural networks, and how it optimizes weights.</summary>
      
        
          <category term="post" />
        
          <category term="deep learning" />
        
          <category term="neural networks" />
        
          <category term="machine learning" />
        
      
      <content type="html">&lt;p&gt;Explaining Backpropagation algorithm, its significance in training neural networks, and how it optimizes weights.&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/understanding-backpropagation/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>JWT, SAML, and OAuth: Understanding Key Web Auth Methods</title>
      <link href="https://www.fzeba.com/posts/auth-methods/"/>
      <published>2025-06-17T00:00:00.000Z</published>
      <updated>2025-06-17T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/auth-methods/</id>
      <summary>JWT, SAML, and OAuth are three key web auth methods. This article explains their differences, use cases, and how they work with practical examples.</summary>
      
        
          <category term="post" />
        
          <category term="web security" />
        
          <category term="authentication" />
        
          <category term="authorization" />
        
      
      <content type="html">&lt;p&gt;JWT, SAML, and OAuth are three key web auth methods. This article explains their differences, use cases, and how they work with practical examples.&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/auth-methods/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Jakarta EE vs. Spring Boot - What you need to know</title>
      <link href="https://www.fzeba.com/posts/jakarta-vs-spring/"/>
      <published>2025-06-16T00:00:00.000Z</published>
      <updated>2025-06-16T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/jakarta-vs-spring/</id>
      <summary>Jakarta EE and Spring Boot, exploring their fundamental differences, strengths, and weaknesses to help you choose the right framework.</summary>
      
        
          <category term="post" />
        
          <category term="jakarta" />
        
          <category term="spring" />
        
          <category term="spring-boot" />
        
          <category term="java" />
        
      
      <content type="html">&lt;p&gt;Jakarta EE and Spring Boot, exploring their fundamental differences, strengths, and weaknesses to help you choose the right framework.&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/jakarta-vs-spring/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Running a Docker Container in a Docker Container (DinD)</title>
      <link href="https://www.fzeba.com/posts/docker-in-docker/"/>
      <published>2025-04-28T00:00:00.000Z</published>
      <updated>2025-04-28T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/docker-in-docker/</id>
      <summary>Running Docker inside Docker (DinD) for CI/CD, testing, and development environments.</summary>
      
        
          <category term="post" />
        
          <category term="docker" />
        
          <category term="container" />
        
          <category term="devops" />
        
          <category term="dind" />
        
      
      <content type="html">&lt;p&gt;Running Docker inside Docker (DinD) for CI/CD, testing, and development environments.&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/docker-in-docker/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Connecting Alteryx to Snowflake: A Comprehensive Guide</title>
      <link href="https://www.fzeba.com/posts/alteryx-snowflake-connection/"/>
      <published>2025-04-02T00:00:00.000Z</published>
      <updated>2025-04-02T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/alteryx-snowflake-connection/</id>
      <summary>Integrating Alteryx with Snowflake for advanced data analytics</summary>
      
        
          <category term="post" />
        
          <category term="alteryx" />
        
          <category term="snowflake" />
        
          <category term="data analytics" />
        
      
      <content type="html">&lt;p&gt;Integrating Alteryx with Snowflake for advanced data analytics&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/alteryx-snowflake-connection/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>Python &amp; Alteryx Integration: Unlocking Advanced Analytics</title>
      <link href="https://www.fzeba.com/posts/python-alteryx-integration/"/>
      <published>2025-04-01T00:00:00.000Z</published>
      <updated>2025-04-01T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/python-alteryx-integration/</id>
      <summary>Integrating Python with Alteryx for advanced data analytics</summary>
      
        
          <category term="post" />
        
          <category term="python" />
        
          <category term="alteryx" />
        
          <category term="data analytics" />
        
      
      <content type="html">&lt;p&gt;Integrating Python with Alteryx for advanced data analytics&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/python-alteryx-integration/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
    
    <entry>
      <title>50 Advanced SQL Queries Every Developer Should Know</title>
      <link href="https://www.fzeba.com/posts/advanced-50-sql-queries/"/>
      <published>2025-03-31T00:00:00.000Z</published>
      <updated>2025-03-31T00:00:00.000Z</updated>
      <id>https://www.fzeba.com/posts/advanced-50-sql-queries/</id>
      <summary>Master SQL with these 50 advanced queries covering window functions, CTEs, pivoting, performance optimization...</summary>
      
        
          <category term="post" />
        
          <category term="sql" />
        
      
      <content type="html">&lt;p&gt;Master SQL with these 50 advanced queries covering window functions, CTEs, pivoting, performance optimization...&lt;/p&gt;&lt;p&gt;&lt;a href=&quot;https://www.fzeba.com/posts/advanced-50-sql-queries/&quot;&gt;Read the full article on Florian Zeba&lt;/a&gt;&lt;/p&gt;</content>
    </entry>
  
</feed>
