✦Constellation · 13 essays

AI Adoption

8 MIN READ26 JUL 2026AI AdoptionForward Deployed Engineer

What an FDE Must Uncover About Agents During Customer Discovery?

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7 MIN READ01 JUL 2026AI AdoptionForward Deployed Engineer

Wiring the MCPs: What an FDE Must Uncover About MCP During Customer Discovery

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6 MIN READ15 JUN 2026InfrastructureAI Adoption

Beyond the Model: The Four Pillars That Turn AI Infra Into Scalable Base

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7 MIN READ09 JUN 2026AI AdoptionForward Deployed Engineer

Mining for Skills: What an FDE Must Uncover During Customer Discovery

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5 MIN READ04 MAY 2026AI Adoption

The AI Adoption Ladder: Skills, MCP, and Agents in the Real World

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7 MIN READ10 APR 2026AI Adoption

The Pilot Trap: Why Most Enterprise AI Never Reaches Production

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8 MIN READ09 MAR 2026AI Adoption

AI Adoption's Trajectory in CS: Skills, MCP, and Agents

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4 MIN READ27 FEB 2026AI Adoption

AI is probabilistic, so behavior has to be discovered per customer

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6 MIN READ22 FEB 2026Forward Deployed EngineerAI Adoption

Understand Your Customer's AI Adoption Readiness Like an FDE

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7 MIN READ02 JAN 2026AI Adoption

The Human-in-the-Loop Ratio: The Hidden Throttle on AI Adoption

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7 MIN READ14 NOV 2025AI Adoption

The Operating Metrics That Actually Predict AI Adoption

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5 MIN READ12 OCT 2025AI Adoption

AI Adoption: Trust Has to Be Earned in Production, Not Promised in the Demo

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