📰 Dev.to · Alex Merced
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Dev.to · Alex Merced
1w ago
Single-Node Data Engineering: DuckDB, DataFusion, Polars, and LakeSail
For the past decade, data engineering was synonymous with distributed clusters. If your dataset...

Dev.to · Alex Merced
1w ago
An In-Depth Overview of the Apache Iceberg 1.11.0 Release
Apache Iceberg 1.11.0 was officially released on May 19, 2026, marking a major milestone in the...

Dev.to · Alex Merced
1w ago
Semantic Layer Best Practices: 7 Mistakes to Avoid
Semantic layers don't fail because the technology is wrong. They fail because of design decisions...

Dev.to · Alex Merced
1w ago
How a Self-Documenting Semantic Layer Reduces Data Team Toil
Every data team knows documentation is important. And almost every data team has a backlog of...

Dev.to · Alex Merced
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1w ago
Migrating to Apache Iceberg: Strategies for Every Source System
This is Part 15, the final article of a 15-part Apache Iceberg Masterclass. Part 14 covered hands-on...

Dev.to · Alex Merced
1w ago
Hands-On with Apache Iceberg Using Dremio Cloud
This is Part 14 of a 15-part Apache Iceberg Masterclass. Part 13 covered streaming approaches. This...

Dev.to · Alex Merced
1w ago
Approaches to Streaming Data into Apache Iceberg Tables
This is Part 13 of a 15-part Apache Iceberg Masterclass. Part 12 covered Python and MPP engines. This...

Dev.to · Alex Merced
1w ago
Using Apache Iceberg with Python and MPP Query Engines
This is Part 12 of a 15-part Apache Iceberg Masterclass. Part 11 covered metadata tables. This...

Dev.to · Alex Merced
1w ago
Apache Iceberg Metadata Tables: Querying the Internals
This is Part 11 of a 15-part Apache Iceberg Masterclass. Part 10 covered maintenance operations. This...

Dev.to · Alex Merced
1w ago
Maintaining Apache Iceberg Tables: Compaction, Expiry, and Cleanup
This is Part 10 of a 15-part Apache Iceberg Masterclass. Part 9 covered how tables degrade. This...

Dev.to · Alex Merced
1w ago
How Data Lake Table Storage Degrades Over Time
This is Part 9 of a 15-part Apache Iceberg Masterclass. Part 8 covered embedded catalogs. This...

Dev.to · Alex Merced
1w ago
When Catalogs Are Embedded in Storage
This is Part 8 of a 15-part Apache Iceberg Masterclass. Part 7 covered the traditional catalog...

Dev.to · Alex Merced
1w ago
Headless BI: How a Universal Semantic Layer Replaces Tool-Specific Models
Your organization uses Tableau for executive dashboards, Power BI for operational reports, and...

Dev.to · Alex Merced
1w ago
Data Virtualization and the Semantic Layer: Query Without Copying
Every data pipeline you build to move data from one system to another costs you three things: time...

Dev.to · Alex Merced
1w ago
What Are Lakehouse Catalogs? The Role of Catalogs in Apache Iceberg
This is Part 7 of a 15-part Apache Iceberg Masterclass. Part 6 covered the write process and...

Dev.to · Alex Merced
1w ago
Writing to an Apache Iceberg Table: How Commits and ACID Actually Work
This is Part 6 of a 15-part Apache Iceberg Masterclass. Part 5 covered hidden partitioning. This...

Dev.to · Alex Merced
1w ago
Hidden Partitioning: How Iceberg Eliminates Accidental Full Table Scans
This is Part 5 of a 15-part Apache Iceberg Masterclass. Part 4 covered partition evolution. This...

Dev.to · Alex Merced
1w ago
Partition Evolution: Change Your Partitioning Without Rewriting Data
This is Part 4 of a 15-part Apache Iceberg Masterclass. Part 3 covered metadata-driven performance....

Dev.to · Alex Merced
1w ago
Performance and Apache Iceberg's Metadata
This is Part 3 of a 15-part Apache Iceberg Masterclass. Part 2 covered the metadata structures of all...

Dev.to · Alex Merced
1w ago
AI Weekly: Google Reshapes the Coding Stack, Claude Pulls Ahead, and the Agent Protocol Stack Hardens (Week of May 13-20, 2026)
This week the AI industry served up one of its busiest Google I/O keynotes in years, a meaningful...

Dev.to · Alex Merced
1w ago
Apache Data Lakehouse Weekly: May 13-20, 2026
This was a release-heavy week across the lakehouse projects. Iceberg pushed 1.11.0 through a fourth...

Dev.to · Alex Merced
1w ago
The Role of the Semantic Layer in Data Governance
Most organizations have a data governance policy. It lives in a Confluence page. It defines who...

Dev.to · Alex Merced
1w ago
Why Your AI Initiatives Fail Without a Semantic Layer
Your team builds an AI agent. It connects to your data warehouse. A product manager types "What was...

Dev.to · Alex Merced
2w ago
AI Weekly: Voice Models, Custom Silicon, MCP Goes Enterprise (May 7–13, 2026)
This week, OpenAI shipped three voice models in the API and a security variant of GPT-5.5. Anthropic...
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