This new AI role is exploding (News)

November 10, 2025

8 min episode · 2 min read

Episode

8 min

Read time

2 min

Topics

Artificial Intelligence

AI-Generated Summary

Published Dec 25, 2025

Key Takeaways

✓Forward Deployed Engineers: New AI role combines coding with field work, embedding engineers in customer teams to transform general AI models into scalable solutions matching complex client requirements and real-world needs.
✓AWS complexity barrier: Younger developers reject AWS's painful setup requirements in favor of platforms like Vercel that abstract infrastructure complexity, potentially making AWS irrelevant to developers not already invested.
✓React dominance locked in: LLM training data and system prompts in tools like Replit and Bolt hardcode React recommendations, creating a self-reinforcing feedback loop that makes displacing React functionally impossible regardless of technical merit.

What It Covers

Forward Deployed Engineer roles surge 800% in nine months as AI companies embed specialists with customers to customize models and bridge implementation gaps.

Key Questions Answered

•Forward Deployed Engineers: New AI role combines coding with field work, embedding engineers in customer teams to transform general AI models into scalable solutions matching complex client requirements and real-world needs.
•AWS complexity barrier: Younger developers reject AWS's painful setup requirements in favor of platforms like Vercel that abstract infrastructure complexity, potentially making AWS irrelevant to developers not already invested.
•React dominance locked in: LLM training data and system prompts in tools like Replit and Bolt hardcode React recommendations, creating a self-reinforcing feedback loop that makes displacing React functionally impossible regardless of technical merit.

Notable Moment

Analysis reveals 98.5% of organizations run GitHub actions checkout slower than necessary due to default settings using cold clones, missing shallow fetches, and bloated histories before builds start.

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