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

  • Updated Oct 8, 2026

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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.

  • Updated Oct 31, 2026
  • Jupyter Notebook

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.

  • Updated Jul 4, 2026
  • Python

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

  • Updated Aug 4, 2026
  • Python

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.

  • Updated Oct 29, 2026
  • TypeScript

《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

  • Updated Sep 10, 2026

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

  • Updated Oct 31, 2026
  • Markdown

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

  • Updated Aug 22, 2026
  • Python

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。

  • Updated Sep 12, 2026
  • JavaScript

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).

  • Updated Jul 23, 2026

200+ AI, Gen AI, LLM, agentic AI, Forward Deployed Engineer (FDE), AI systems architect, applied AI, LLMOps and AI platform engineering interview questions across 10 topics. Each has a short answer, in-depth detail, a worked example and interview tips.

  • Updated Oct 27, 2026
  • Python

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

  • Updated Oct 3, 2026

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

  • Updated Sep 18, 2026
  • JavaScript

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）

  • Updated Oct 11, 2026

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.

  • Updated Aug 15, 2026

opinionated tools for shipping AI into real-world domains

  • Updated Aug 22, 2026
  • TypeScript

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.

  • Updated Oct 21, 2026
  • Python

Forward Deployed Engineer(FDE) - Interview-Questions

  • Updated Aug 31, 2026

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.

  • Updated Jun 25, 2026
  • Python

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