Topics

The FDE ecosystem — 8 domains, 5 series. Interview prep to industry insights.

Domains

Interview PrepDSA patterns, RRK deep dives, system design rounds, behavioral frameworks, and mock interview guides for FDE candidates

AI EngineeringLLMs, RAG architectures, fine-tuning, prompt engineering, MLOps, evaluation, and building AI systems that work in production

Cloud & GCPGoogle Cloud Platform in depth — Vertex AI, BigQuery, Cloud Run, GKE, Pub/Sub, IAM, and the full GCP certification track

System DesignDistributed systems, scalability patterns, database trade-offs, rate limiting, caching, and architecture reviews for the FDE context

Career & CompaniesWhat FDE actually means at Google, Anthropic, Meta, Amazon, and Microsoft

Industry InsightsEnterprise AI trends, where FDE roles are growing, market forces shaping the forward-deployed model, and signals worth paying attention to

Customer SuccessTechnical discovery, live design sessions, demos, customer scenarios, and stakeholder management for engineers in customer-facing roles

Business & StrategyEnterprise business models, go-to-market, monetization, and the commercial context that FDEs operate in every day

Series

FDE Interview Blueprint

The complete guide to cracking the FDE interview — DSA patterns, RRK deep dives, system design, behavioral, and company-specific prep for Google, Anthropic, Meta, Amazon, and Microsoft.

AI Engineering in Practice

Production-grade AI systems from first principles. RAG architectures, fine-tuning with LoRA and QLoRA, LLM evaluation, MLOps pipelines, and what actually works at scale.

GCP Certification Track

The structured path from Cloud Digital Leader to Professional Cloud Architect. Notes, practice questions, and hands-on labs for each GCP certification.

The Customer Playbook

How to lead technical discovery, design live in front of customers, demo effectively, and turn complex requirements into shipped solutions. Built for engineers in customer-facing roles.

Industry Signal

What's happening in enterprise AI, where FDE roles are growing, and the market forces shaping the forward-deployed model. Patterns, not noise.