NEW: Our latest report on the current state of AI Engineering is now available →

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Architectures

AI Engineering Code Summit 2025: Deep Dive Report

Will Schenk November 20, 2025

AI Engineering Code Summit 2025: Deep Dive Report

A comprehensive analysis of the state of AI engineering tools, frameworks, and best practices from the November 2025 Code Summit. Exploring cutting-edge developments in AI-assisted development, infrastructure, and production deployment strategies.

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How I classify models

Will Schenk January 21, 2025

How I classify models

Small models are smart yet limited in knowledge; foundation models possess both deep understanding and extensive knowledge but lack structured problem-solving approaches. Educated models like DeepResearch excel by combining learned reasoning processes with large memory capacities, enabling them to adapt effectively to complex tasks while handling vast information instantaneously.

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