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Will Schenk November 20, 2025
Executive Summary
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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Will Schenk November 20, 2025
From the team that wrote this
We also ship production AI for mid-market and enterprise teams.
Principal-led engagements. From tribal knowledge to production AI — in weeks, not quarters.
gpt5 can choose to be so smart it's almost impossible to judge. Lets see how it does on some unanswerable questions and if it can totally replace google.
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The models got smart. The tools got simple. The circle of who builds is expanding.
VIEW POSTWhether you need a quick Vibe Check or a full Habitat built on Habitat OS, we'd love to hear what you're working on.