Changelog News This new AI role is exploding
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Nov 10, 2025 A surge in AI-driven tech roles is reshaping the landscape, with younger developers becoming intolerant of AWS pain points. There's a case made for writing agents to grasp LLMs better. React is evolving into a platform thanks to LLM tooling. Meanwhile, a cautionary note is struck against 'vibe coding' unit tests, highlighting the need for meticulous craftsmanship. Insights dive into how Forward Deployed Engineers embed with clients, tailoring AI solutions. It's a dynamic discussion on the future of software development.
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Forward Deployed Engineers Are Rising Fast
- Forward deployed engineers (FDEs) embed with customers to tailor AI models into scalable solutions.
- Demand for FDEs surged ~800% as companies bridge general models to real-world needs.
Developers Prefer Smooth Cloud Experiences
- Corey Quinn argues younger developers reject painful, low-abstraction cloud tooling like raw AWS.
- Platforms that hide complexity (e.g., Vercel) appeal more to Gen Z and can displace older cloud workflows.
Write An Agent To Learn LLMs
- Build an LLM agent yourself to understand their behaviors and limits.
- Writing an agent teaches practical lessons about agent design faster than theorizing, says Thomas Toczek.