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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

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Designing Your Own AI Harness: A Deep Dive Into the Architecture of Agent Loops, Tools, Context, and Control

Designing Your Own AI Harness: A Deep Dive Into the Architecture of Agent Loops, Tools, Context, and Control

A deep dive into custom AI harness architecture: model layers, tool design, context management, permissions, control budgets, persistence, orchestration, and evaluation systems.

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Deterministic Data Engineering With AI Harnesses: Using Claude Code, Codex, Antigravity, and OpenCode for Data Work You Can Actually Trust

Deterministic Data Engineering With AI Harnesses: Using Claude Code, Codex, Antigravity, and OpenCode for Data Work You Can Actually Trust

How to use AI agent harnesses for data engineering without losing determinism, reproducibility, and trust in your data pipelines and analytics.

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When Gatekeepers Panic: The Encyclopédie, Open AI Models, and the Politics of Accessible Knowledge

When Gatekeepers Panic: The Encyclopédie, Open AI Models, and the Politics of Accessible Knowledge

The fight over open AI models mirrors the 18th-century suppression of Diderot's Encyclopédie, revealing the same pattern of institutional fear of accessible knowledge.

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