📰 Dev.to · Alex Merced
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⚡ AI Lessons
Dev.to · Alex Merced
2d ago
The Direction of AI in 2026: Performance, Cost, and the End of One Model for Everything
Six months ago, I could tell you which model to use for almost any job, and I would have said it with...
Dev.to · Alex Merced
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
The Remote Already Exists: What "Click" Got Right About Agentic AI
I rewatched "Click" recently, the 2006 Adam Sandler movie that everyone remembers as a dumb comedy...
Dev.to · Alex Merced
4d ago
Apache Data Lakehouse Weekly: June 4 to June 11, 2026
The lakehouse community spent this week arguing about versions, and the arguments mattered. Parquet...
Dev.to · Alex Merced
🤖 AI Agents & Automation
⚡ AI Lesson
4d ago
Apple Goes Agentic: AI Week of June 4-11, 2026
Apple rebuilt its developer stack around AI agents at WWDC 2026 this week. At the same time,...
Dev.to · Alex Merced
1w ago
Why Dremio's Value Is Unique to Apache Iceberg Lakehouses and Agentic Analytics
Most data teams have already made two decisions, even if they haven't written them down yet. The...
Dev.to · Alex Merced
1w ago
Apache Data Lakehouse Weekly: May 28 - June 4, 2026
The lakehouse projects spent this week doing two things at once. They lined up a remarkable stack of...
Dev.to · Alex Merced
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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....
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