forward-deployed-engineer

AI system design guide for engineers building production AI systems and evals.

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.

GEO 领域 AI 员工开源方案 · Open-source GEO AI-employee solution (MIT). GEO Skills package + curated lists of agents and office CLIs that make up the AI-employee stack.

A curated collection of resources, tools, practices, case studies, and opportunities for Forward Deployed Engineers.

The online judge for the LLM era. Every case is a real customer delivery: you work it with a coding agent, and your system is judged once it is live.

《FDE：企业AI落地实战手册》前线部署工程师（Forward Deployed Engineer）开源手册 | The FDE Handbook — an open-source playbook for Forward Deployed Engineers

Source-backed, production-first FDE interview fieldbook with cases, scorecards, and current role research.

FDE 中文成长手册：24 周 Forward Deployed Engineer 教程，贯通商业决策、一线问题发现、RAG/MCP 工程交付与运营交接。

A production GenAI architecture guide for Forward Deployed Engineer (FDE) and Applied AI interviews—RAG, agents, evals, security, and operations.

100+ AI, Gen AI, LLM, Agentic AI, Forward Deployed Engineer (FDE), AI Systems Architect, Applied AI, LLMOps, AI Platform engineering interview questions across 10 topics - short answer, detail, worked example, and interview tips for each.

Gronex — Machine coding, LLD, repository-based, FDE, AI-researcher & production-incident interview problems. Solve each in a real backend repo against failing tests, free at gronex.org

Free, open-source AI engineer interview questions & handbook — Applied AI Engineer / Forward Deployed Engineer (FDE), LLM, RAG, AI agents, evals, fine-tuning, AI system design (2026).

2026 上海分享会《FDE：明年中国公司只招 AI 人才了》配套资料包：逐字稿 + 七步案例文档（脱敏版）

opinionated tools for shipping AI into real-world domains

The decision before the AI build: evidence in, an architecture with receipts out, a scored build or a stop. Every decision traced to a fact, every fact to a source.

A Q2 2026 conversion manual for the Forward Deployed Engineer role: what the work is, why the role exists, how the interview runs, and how to land the job.

Forward Deployed Engineer(FDE) - Interview-Questions

中国最权威的 FDE（前置部署工程师）名录 — fde.dropleap.cn

Understudy — Codex as your company's forward-deployed engineer. It watches your repetitive work; Codex turns it into a skill and runs it end-to-end, under human sign-off. Every AI call runs through the OpenAI Codex CLI.

The map of the AI-native job market: every new role (AI Engineer, GTM Engineer, FDE, RAG), real salaries, skills, interview prep, and projects to land them. MIT.