2026-05-28 • Alex Merced
Active Monitoring: How Agentic AI Auto-Heals and Protects Enterprise Data Pipelines
Static alerts miss cascading pipeline failures. Learn how agentic AI monitors, traces root causes, and automatically rol...
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Data Engineering, Science, and Architecture Content
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Read the Blog →Must Reads
Data Lakehouses & Agentic Analytics
Authoritative guides to the modern data ecosystem — curated from Dremio's engineering blog.
Semantic Layer
The Semantic Layer: Definitive Guide
A comprehensive guide to the Semantic Layer — how it creates a single source of truth for metrics, powers headless BI, and makes AI agents answer business questions accurately.
Read on Dremio.com →Apache PolarisApache Polaris: The Catalog Standard for Lakehouses and AI
How Apache Polaris is emerging as the universal Iceberg catalog standard, enabling multi-engine interoperability and governed AI access across the lakehouse ecosystem.
Read on Dremio.com →Table FormatsWhat Are Table Formats and Why Were They Needed?
The origin story of open table formats — the problems with Hive, why Apache Iceberg, Delta Lake, and Hudi were created, and what they unlock for modern data platforms.
Read on Dremio.com →DremioWhat Is Dremio?
A clear-eyed breakdown of what Dremio is, how its semantic layer, query federation, Reflections, and Apache Arrow Flight power the Intelligent Lakehouse Platform.
Read on Dremio.com →Apache IcebergWhat Apache Iceberg Native Actually Means
Not all 'Iceberg support' is equal. This piece breaks down what it means to be genuinely Apache Iceberg native versus bolt-on, and why it matters for your lakehouse.
Read on Dremio.com →Open SourceOpen Source and the Data Lakehouse
How the Apache Software Foundation's open-source projects — Iceberg, Arrow, Parquet, Polaris — form the modular foundation of the modern open data lakehouse.
Read on Dremio.com →Agentic AIWhat Is Agentic Analytics?
Agentic AI is reshaping how organizations interact with data. This guide explains agentic analytics, the role of the semantic layer, and why query performance matters for AI agents.
Read on Dremio.com →Data LakehouseDefinitive Guide to the Data Lakehouse
The complete, authoritative guide to the Data Lakehouse architecture — what it is, why it supersedes the data warehouse + data lake combination, and how to build one.
Read on Dremio.com →AI & PerformanceHow Dremio Keeps Agentic Analytics Fast Without Manual Tuning
How Dremio's layered autonomous performance architecture — Reflections, caching, vectorized execution — handles unpredictable AI agent query patterns at interactive speed.
Read on Dremio.com →Recent Articles
Latest from IngestThis
Data Engineering, Data Architecture, and AI insights fresh from our writers.
2026-05-28 • Alex Merced
Anatomy of an Agentic Analytics System: Inside the Multi-Step Reasoning Loop
How does an agentic analytics system actually work? Inside the ReAct loop, tool calling, schema exploration, and self-co...
2026-05-28 • Alex Merced
Mastering Apache Iceberg v3: What's New and How to Plan Your Upgrade
Apache Iceberg v3 adds deletion vectors, VARIANT type, row lineage, and table encryption. Here's what changed and how to...
2026-05-28 • Alex Merced
Building a Custom Agentic Analytics System: Python, LangChain, and SQL Data Lakes
Build a custom agentic analytics system using Python, LangChain, and Dremio. A developer tutorial covering SQL tool bind...
2026-05-28 • Alex Merced
The Death of the Data Swamp: Establishing Governance in Your 2026 Data Lakehouse
Data lakehouses become data swamps without active governance. Learn how schema enforcement, catalog stewardship, and dri...
2026-05-28 • Alex Merced
How Apache Iceberg Resolves the Hybrid-Cloud Challenge in Heavily Regulated Markets
Apache Iceberg gives regulated enterprises data sovereignty with hybrid-cloud deployments. Learn how open catalogs and I...