Data & AI Architect focused on enterprise AI applications, data engineering, Microsoft Fabric, software architecture, cloud platforms, and practical technical writing. 2026-06-05T00:00:00.000Z https://www.fzeba.com/ Florian Zeba hello@fzeba.com Content copyright Florian Zeba 2026-06-05T00:00:00.000Z 2026-06-05T00:00:00.000Z https://www.fzeba.com/posts/63-fabric-writeback-rayfin-engine/

A full technical walkthrough of building a governed write-back interface on Microsoft Fabric Apps with the Rayfin SDK — static hosting, Entra ID SSO, and a server-side functions proxy to an existing REST API, with no separate web app to maintain.

<p>A full technical walkthrough of building a governed write-back interface on Microsoft Fabric Apps with the Rayfin SDK — static hosting, Entra ID SSO, and a server-side functions proxy to an existing REST API, with no separate web app to maintain.</p><p><a href="https://www.fzeba.com/posts/63-fabric-writeback-rayfin-engine/">Read the full article on Florian Zeba</a></p> 2026-05-29T00:00:00.000Z 2026-05-29T00:00:00.000Z https://www.fzeba.com/posts/62-databricks-dqx-data-quality/

A practical guide to DQX, the PySpark-native data quality framework from Databricks Labs that quarantines bad data before it reaches your gold tables.

<p>A practical guide to DQX, the PySpark-native data quality framework from Databricks Labs that quarantines bad data before it reaches your gold tables.</p><p><a href="https://www.fzeba.com/posts/62-databricks-dqx-data-quality/">Read the full article on Florian Zeba</a></p> 2026-05-23T00:00:00.000Z 2026-05-23T00:00:00.000Z https://www.fzeba.com/posts/61-paperbanana-academic-figure-generation/

A technical deep dive into PaperBanana, an open-source agentic pipeline that generates publication-quality methodology diagrams and statistical plots from text.

<p>A technical deep dive into PaperBanana, an open-source agentic pipeline that generates publication-quality methodology diagrams and statistical plots from text.</p><p><a href="https://www.fzeba.com/posts/61-paperbanana-academic-figure-generation/">Read the full article on Florian Zeba</a></p> 2026-05-18T00:00:00.000Z 2026-05-18T00:00:00.000Z https://www.fzeba.com/posts/60-dspy-programming-llms-gepa/

Why Stanford's DSPy framework treats prompts as compiled artifacts, and how GEPA — the ICLR 2026 Oral — outperforms reinforcement learning with 35x fewer rollouts.

<p>Why Stanford's DSPy framework treats prompts as compiled artifacts, and how GEPA — the ICLR 2026 Oral — outperforms reinforcement learning with 35x fewer rollouts.</p><p><a href="https://www.fzeba.com/posts/60-dspy-programming-llms-gepa/">Read the full article on Florian Zeba</a></p> 2026-05-13T00:00:00.000Z 2026-05-13T00:00:00.000Z https://www.fzeba.com/posts/59-microsoft-data-formulator-concept-binding/

Exploring Microsoft Research's Data Formulator, the concept-binding paradigm, and how its AI agents remove the tidy-data tax from visualization authoring.

<p>Exploring Microsoft Research's Data Formulator, the concept-binding paradigm, and how its AI agents remove the tidy-data tax from visualization authoring.</p><p><a href="https://www.fzeba.com/posts/59-microsoft-data-formulator-concept-binding/">Read the full article on Florian Zeba</a></p> 2026-05-07T00:00:00.000Z 2026-05-07T00:00:00.000Z https://www.fzeba.com/posts/58-open-service-broker-api-guide/

How the Open Service Broker API turned the N x M problem of platform-service integration into N + M, and how it fits alongside Kubernetes Operators today.

<p>How the Open Service Broker API turned the N x M problem of platform-service integration into N + M, and how it fits alongside Kubernetes Operators today.</p><p><a href="https://www.fzeba.com/posts/58-open-service-broker-api-guide/">Read the full article on Florian Zeba</a></p> 2026-05-01T00:00:00.000Z 2026-05-01T00:00:00.000Z https://www.fzeba.com/posts/57-turbovec-turboquant-vector-index/

A walkthrough of turbovec, a Rust + Python vector index built on Google Research's TurboQuant algorithm — 16x compression, faster than FAISS, no codebook training.

<p>A walkthrough of turbovec, a Rust + Python vector index built on Google Research's TurboQuant algorithm — 16x compression, faster than FAISS, no codebook training.</p><p><a href="https://www.fzeba.com/posts/57-turbovec-turboquant-vector-index/">Read the full article on Florian Zeba</a></p> 2026-04-25T00:00:00.000Z 2026-04-25T00:00:00.000Z https://www.fzeba.com/posts/56-bocpy-behavior-oriented-concurrency/

How Microsoft Research's bocpy library brings deadlock-free, ownership-based concurrency to Python through cowns, behaviors, and CPython sub-interpreters.

<p>How Microsoft Research's bocpy library brings deadlock-free, ownership-based concurrency to Python through cowns, behaviors, and CPython sub-interpreters.</p><p><a href="https://www.fzeba.com/posts/56-bocpy-behavior-oriented-concurrency/">Read the full article on Florian Zeba</a></p> 2026-02-21T00:00:00.000Z 2026-02-21T00:00:00.000Z https://www.fzeba.com/posts/55-eclipse-dataspace-protocol/

How modern enterprises can share data while maintaining control and compliance

<p>How modern enterprises can share data while maintaining control and compliance</p><p><a href="https://www.fzeba.com/posts/55-eclipse-dataspace-protocol/">Read the full article on Florian Zeba</a></p> 2026-01-19T00:00:00.000Z 2026-01-19T00:00:00.000Z https://www.fzeba.com/posts/54-how-to-build-your-agentic-dev-container/

How I built a unified AI development environment in a Docker container, accessible from anywhere.

<p>How I built a unified AI development environment in a Docker container, accessible from anywhere.</p><p><a href="https://www.fzeba.com/posts/54-how-to-build-your-agentic-dev-container/">Read the full article on Florian Zeba</a></p> 2026-01-18T00:00:00.000Z 2026-01-18T00:00:00.000Z https://www.fzeba.com/posts/53-subagents-for-dev-container/

How I built a multi-agent orchestration system using bash to coordinate specialized AI agents.

<p>How I built a multi-agent orchestration system using bash to coordinate specialized AI agents.</p><p><a href="https://www.fzeba.com/posts/53-subagents-for-dev-container/">Read the full article on Florian Zeba</a></p> 2026-01-17T00:00:00.000Z 2026-01-17T00:00:00.000Z https://www.fzeba.com/posts/52-cloud-based-agentic-dev-container/

A comprehensive guide to building a cloud-based AI development environment using Docker, Hetzner Cloud.

<p>A comprehensive guide to building a cloud-based AI development environment using Docker, Hetzner Cloud.</p><p><a href="https://www.fzeba.com/posts/52-cloud-based-agentic-dev-container/">Read the full article on Florian Zeba</a></p> 2025-11-30T00:00:00.000Z 2025-11-30T00:00:00.000Z https://www.fzeba.com/posts/51-schema-evolution-and-model-consistency/

How to maintain schema consistency and evolution in Microsoft Fabric.

<p>How to maintain schema consistency and evolution in Microsoft Fabric.</p><p><a href="https://www.fzeba.com/posts/51-schema-evolution-and-model-consistency/">Read the full article on Florian Zeba</a></p> 2025-11-25T00:00:00.000Z 2025-11-25T00:00:00.000Z https://www.fzeba.com/posts/50-microsoft-fabric-vs-openshif-on-premise/

A deep dive into the architectural differences between OpenShift Fabric.

<p>A deep dive into the architectural differences between OpenShift Fabric.</p><p><a href="https://www.fzeba.com/posts/50-microsoft-fabric-vs-openshif-on-premise/">Read the full article on Florian Zeba</a></p> 2025-11-23T00:00:00.000Z 2025-11-23T00:00:00.000Z https://www.fzeba.com/posts/49-microsoft-fabric-shortcuts/

Fabric Shortcuts architecture, cross-capacity access, medallion patterns, authentication models.

<p>Fabric Shortcuts architecture, cross-capacity access, medallion patterns, authentication models.</p><p><a href="https://www.fzeba.com/posts/49-microsoft-fabric-shortcuts/">Read the full article on Florian Zeba</a></p> 2025-11-14T00:00:00.000Z 2025-11-14T00:00:00.000Z https://www.fzeba.com/posts/48-terraform-fabric/

Terraform is a powerful tool for infrastructure as code, enabling you to define and manage your Microsoft Fabric resources programmatically.

<p>Terraform is a powerful tool for infrastructure as code, enabling you to define and manage your Microsoft Fabric resources programmatically.</p><p><a href="https://www.fzeba.com/posts/48-terraform-fabric/">Read the full article on Florian Zeba</a></p> 2025-10-30T00:00:00.000Z 2025-10-30T00:00:00.000Z https://www.fzeba.com/posts/47-us-crime-stats-in-ms-fabric/

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.

<p>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.</p><p><a href="https://www.fzeba.com/posts/47-us-crime-stats-in-ms-fabric/">Read the full article on Florian Zeba</a></p> 2025-10-22T00:00:00.000Z 2025-10-22T00:00:00.000Z https://www.fzeba.com/posts/46-delta-lake-usage/

A deep dive into Delta Lake and its role in Microsoft Fabric for building reliable lakehouses

<p>A deep dive into Delta Lake and its role in Microsoft Fabric for building reliable lakehouses</p><p><a href="https://www.fzeba.com/posts/46-delta-lake-usage/">Read the full article on Florian Zeba</a></p> 2025-10-20T00:00:00.000Z 2025-10-20T00:00:00.000Z https://www.fzeba.com/posts/45-data-vault-schema-method/

A deep dive into Data Vault 2.0 methodology for building agile data warehouses

<p>A deep dive into Data Vault 2.0 methodology for building agile data warehouses</p><p><a href="https://www.fzeba.com/posts/45-data-vault-schema-method/">Read the full article on Florian Zeba</a></p> 2025-10-03T00:00:00.000Z 2025-10-03T00:00:00.000Z https://www.fzeba.com/posts/44-dokploy-openpanel-errors/

Explaining the interaction between HTTPS, Traefik, and environment variables in fixing the OpenPanel signup issue on Dokploy.

<p>Explaining the interaction between HTTPS, Traefik, and environment variables in fixing the OpenPanel signup issue on Dokploy.</p><p><a href="https://www.fzeba.com/posts/44-dokploy-openpanel-errors/">Read the full article on Florian Zeba</a></p>