pierpaolo28/Awesome-FDE-Roadmap
🚀 The definitive roadmap to becoming a Forward Deployment Engineer (FDE). Master AI Agents, Enterprise Data Architecture, and Strategic Consulting. Bridging the gap between HQ and the field. Inspired by the "Delta" role at Palantir, OpenAI, and Scale AI.
# Technical Summary The roadmap structures FDE development across three integrated phases: **Data Engineering** (SQL mastery, medallion architecture, distributed computing with Spark/Ray), **GCP Cloud Architecture** (VPC networking, GKE with Workload Identity, BigQuery schema optimization, VPC Service Controls for data exfiltration prevention), and **Consulting Strategy**. It emphasizes practical "glue code" patterns—multi-agent orchestration via Google ADK, enterprise RAG blueprints, and LLM systems evaluation—alongside artifact templates and case studies for real-world client deployments. The curriculum bridges product engineering with field reality by prioritizing data audit workflows, infrastructure-as-code (Terraform), and observability (Prometheus/Grafana) over greenfield development.
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Jan 25, 2026
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