Matthew Kruczek
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Context Engineering
What actually works when deploying AI at enterprise scale. One observation from the field, every week.
11 posts · theirs
Lately
The Developer's Copilot
The Nervous System: You Cannot Debug an Agent by Reading Its Answer
What AI Model Safety Testing Actually Covers, and Where It Stops
The One Everybody Means
The Immune System: How to Decide What Your Agent Does Without Asking
Copilot Is Not a Product
The Memory: Your Agent Has Two, and You Only Built One
The Bloodstream: Your Model Is a Commodity, Your Tools Are the Risk
The Brain Stem: "Multi-Agent" Is Four Architectures, Not One
The Front Door: Your Agent Has No Identity of Its Own
The Anatomy of an Agentic System
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