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Operational vs. Analytical Systems: Why the Oldest Divide in Data Exists, What Physics Enforces It, and the Honest Truth About Hybrid Systems

Operational vs. Analytical Systems: Why the Oldest Divide in Data Exists, What Physics Enforces It, and the Honest Truth About Hybrid Systems

Why OLTP and OLAP systems split, the storage physics that keep them apart, how HTAP has fared, and a 2026 framework for composing both on an open substrate.

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Personal Context vs. Shared Context: A Deep Dive Into How Humans and Organizations Should Feed Their AI Agents

Personal Context vs. Shared Context: A Deep Dive Into How Humans and Organizations Should Feed Their AI Agents

How personal context for one user and governed shared context for an organization feed AI agents, with optimization techniques, failure cases, and frameworks.

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Designing Private, Air-Gapped Data Lakehouses: Scaling Iceberg in Highly Secure, On-Premises Clouds

Designing Private, Air-Gapped Data Lakehouses: Scaling Iceberg in Highly Secure, On-Premises Clouds

How to run Iceberg lakehouses in air-gapped and on-prem clouds: storage, catalogs, engine placement, agent access, supply chain upgrades, audit, and recovery.

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Migrating Proprietary Warehouses to Open Lakehouses: The 2026 Playbook for Zero-Copy Metadata Translation

Migrating Proprietary Warehouses to Open Lakehouses: The 2026 Playbook for Zero-Copy Metadata Translation

A staged playbook for moving proprietary warehouses to Iceberg: what zero-copy really means, federation during transition, validation, and a 90-day runbook.

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