# xdash/FDE-the-Guidance-Book-of-Forward-Deployed-Engineer > An open book by Fan Bing about the Forward Deployed Engineer (FDE) role — engineers who embed AI models into real client business processes. It covers what the role is, how to run a delivery from problem discovery to scaling, and who already works in this field. - Magnitude: 1.2 out of 10 — Steady - Stars: 4,850 total · +0 stars on 2026-09-25 (UTC), ≈ 6 by evening - Star trust: star growth looks organic - Category: Learning & lists · Created: 2026-07-30 · Last push: 2026-08-14 - GitHub: https://github.com/xdash/FDE-the-Guidance-Book-of-Forward-Deployed-Engineer · Page: https://gitnova.dev/en/r/xdash/FDE-the-Guidance-Book-of-Forward-Deployed-Engineer ## Useful for - Understand what a Forward Deployed Engineer does and which skills are required - Study the stages of AI delivery to a client, from problem discovery to contract renewal - Find real case studies from companies like Palantir, OpenAI and Anthropic ## Why it’s here - 0 stars so far today, about 6 expected by the end of the day. - The repository is 57 days old and already has 4,850 stars. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 585 - Issues and pull requests: 18 - Watchers: 15 - Average over the last week: 14 per day - Usual pace: 22 per day ## Stars per day, last 30 days (oldest → newest, today is partial) 2026-09-30 … 2026-10-29: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None ## Magnitude by day, last 12 days 09-14 1.9, 09-15 2.0, 09-16 2.0, 09-17 2.0, 09-18 1.9, 09-19 1.5, 09-20 1.8, 09-21 1.7, 09-22 1.8, 09-23 1.8, 09-24 1.6, 09-25 1.3 --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-09-25 04:59 UTC, updated every 30 minutes.