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FDE（前沿部署工程师）从零入门指南（基于范冰《增长黑客》原书框架）

Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API.

更新中｜收集FDE AI前线部署工程师相关全部内容｜从0到1｜ AI Agent，Workflows，工作流 ,RAG,知识库，推理优化与部署，vllm与sglang，workflow,graph/loop/conext/prompt工程

Agnes Harness: A pluggable agent harness for Forward Deployed Engineering (FDE). Built for trust. Made for the real world.

Forward Deployed Engineer Roadmap - A step-by-step roadmap to become a Forward Deployed Engineer (FDE) in AI, with a blog for every topic.