About FDE Notes

Forward-deployed engineers do the least glamorous work in AI: making a demo survive contact with a real company's data, security review and budget.

FDE Notes is an arsenal for that job — a daily-updated index of deployment, RAG, agent and LLMOps tooling, plus field notes on how these systems actually get landed.

Who this is for

Engineers and technical leads shipping LLM systems into production, and the teams in Asia, Europe and the Americas who are doing it with smaller budgets and tighter timelines than the headlines suggest.

How it is built

1. Crawlers pull new repositories and articles from public sources every few hours.
2. A model filters, categorises and writes a short entry for each item, in several languages.
3. A static site is regenerated and deployed — no database, no tracking pixels beyond analytics.
4. Errors reported by readers are corrected in the source data and never reappear.

Editorial stance

We do not accept payment for inclusion. Ranking inside a category is by recency and source quality, not by commission rate. Sponsored placements, if we ever run them, are labelled as such.

Get in touch

Corrections, additions and partnership enquiries: [email protected]