Roadmaps

Choose your path

Each path is a sequence of nodes. Every node carries three signals: how important it is, how much the market demands it, and how exposed it is to automation.

10 nodes

Backend Engineer (AI era)

From language fundamentals to AI-augmented services: build systems that are correct, observable, and ready to call models.

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8 nodes

AI / Agents Engineer

Go beyond prompting: build retrieval, tools, evals, and agentic loops that are reliable enough to ship.

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8 nodes

Frontend Engineer

Craft accessible, fast interfaces — and the new skill: designing UX for streaming, AI-driven experiences.

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