The FDE Coach blog · new articles every day
Practical guides for engineers who ship AI.
Step-by-step builds with free AI tools, what just shipped in AI and why it matters, and Forward Deployed Engineer playbooks on interviews, pay and client work.
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Forward Deployed
Writing Customer-Facing Technical Docs That Actually Get Read
Stop shipping docs that customers ignore. A Forward Deployed Engineer's playbook for writing technical documentation that solves problems, reduces support load, and gets adopted.
10 min read
Forward Deployed
A Week in the Life of an FDE: Debugging, Prototyping, and Handoff
A concrete playbook on what a Forward Deployed Engineer actually does from Monday to Friday: customer debugging, rapid prototyping, and shipping code that survives a production handoff.
8 min read
AI News
Flint: Microsoft's Declarative Visualization Language Built for the AI Era
Microsoft's Flint is a new declarative charting language designed for LLMs to generate. We break down the JSON syntax, vector-native rendering, and why it matters for engineers building AI-driven data UIs.
10 min read
AI News
Billion-Scale Graph Algorithms on 10GB RAM with Apache DataFusion
Run connected components on billion-node graphs using a laptop. We break down the DataFusion-powered approach that trades supercomputers for SQL and a 10GB buffer.
9 min read
AI News
EU AI Content Labels: The Implementation Guide for Engineers
The EU mandates labels on authentic-looking AI content from August 2. This is an engineer's guide to understanding the technical requirements, implementing C2PA provenance, and building compliant media pipelines.
9 min read
AI News
Agent-Manager: Orchestrating Claude Code, Codex, and OpenCode from a Tmux TUI
YoanWai's Agent-Manager puts Claude Code, Codex, and OpenCode side-by-side in a single Tmux terminal. A deep dive into multi-agent orchestration for engineers tired of context-switching.
11 min read
AI News
Why We Deprecated Our LLM Router: Cost, Complexity, and Diminishing Returns
LLM routers promise cheaper, smarter API calls by splitting traffic across models. We built one, ran it in production, and ripped it out. Here's the math on why cost savings evaporated, complexity exploded, and simple fallback logic won.
10 min read
Build Guides
Build a Slack Channel Digest Bot Using Cloudflare Workers AI Free Tier
Build a cron-driven Slack digest bot that fetches yesterday's messages, summarizes them with Cloudflare Workers AI free tier, and posts the recap. Complete step-by-step with code.
10 min read
Guides
AI Engineer Jobs for 2 Years Experience: The Career Positioning Blueprint
Land AI engineer jobs with 2 years of experience by reframing your background, mastering the interview loop, and targeting high-growth niches. No bootcamp required.
8 min read
Guides
Forward Deployed Engineer Salary UAE: 2025 Compensation, Equity & COL
Real forward deployed engineer salary UAE data for Dubai and Abu Dhabi. Covers base pay, equity, total comp at Palantir and startups, plus cost of living breakdown.
9 min read
Guides
AI Engineer Career Path: What Reddit Gets Right and Wrong About Breaking In
Cut through the noise of r/cscareerquestions and r/LLMDevs. A high-signal guide to the real AI engineer career path in 2026—skills, salaries, and the truth behind the hype.
9 min read
Guides
Complete Full Stack AI Engineer Bootcamp for Beginners: Week-by-Week Breakdown
A realistic, week-by-week breakdown of a complete full stack AI engineer bootcamp for beginners. No fluff—just the tools, projects, and architecture you'll master.
9 min read
Guides
How to Land AI Engineer Jobs Without a Degree in 2025
No CS degree? No problem. A practical, no-BS guide to landing AI engineer jobs without a degree by building a signal-rich portfolio, mastering the right skills, and bypassing HR filters.
9 min read
Guides
The Palantir Unique FDE Model: A Technical and Business Analysis
Deep dive into Palantir's Forward Deployed Engineer model: how it blends field CTO, SWE, and data scientist to reduce sales cycles, why it's a durable moat, and the unit economics that make it work.
9 min read
Guides
Network Engineer vs Software Engineer: Which Career Is Better for You in 2025?
Compare network engineer vs software engineer career paths head-to-head: salary data, skill maps, daily reality, and future outlook to decide which is better for you.
14 min read
Guides
Palantir Forward Deployed Engineer Role: Embedding, Ontology & Problem-Solving
Deep dive into the Palantir FDE role: how engineers embed with customers, build on the ontology, and solve high-stakes technical problems in the field.
13 min read
Guides
Entry-Level AI Engineer Jobs for Freshers in India: 2025 Roadmap
A no-fluff guide to landing entry-level AI engineer jobs for freshers in India. Covers salaries, top hiring companies, skill roadmaps, and resume tips for 2025.
10 min read
Guides
Forward Deployed Engineer Salary in Dubai: 2025 Compensation & Cost of Living Guide
Real data on forward deployed engineer salary in Dubai. We break down base pay, equity, benefits, tax advantages, and cost of living to calculate your true take-home.
10 min read
Forward Deployed
Highest-Leverage FDE Skills in the AI Era: Debugging, Empathy, Shipping
AI commoditizes code but can't replace debugging production chaos, building customer empathy, and shipping fast. Master these three skills to become an indispensable Forward Deployed Engineer.
10 min read
Forward Deployed
Breaking Into FDE From Backend/Frontend: Skills, Portfolio, and First 90 Days
A concrete playbook for backend and frontend engineers transitioning to Forward Deployed Engineer roles. Covers skill gaps, portfolio projects, interview prep, and first-90-day execution with real scenarios and comp context.
8 min read
Forward Deployed
The FDE Portfolio: What to Build to Get Hired and Stand Out from the Stack
Stop polishing your resume. Learn exactly which projects—from reverse ETL pipelines to on-prem RAG bots—prove you can embed, build, and ship in the chaos of a customer environment.
9 min read
Forward Deployed
What a Forward Deployed Engineer Actually Does in a Week: From Standup to Shipped Prototype
A concrete, week-in-the-life breakdown of a Forward Deployed Engineer: navigating standups, debugging customer infra, shipping prototypes, and the salary data that makes the chaos worth it.
9 min read
Forward Deployed
Forward Deployed Engineer Salary Paris: 2025 Compensation Bands & Negotiation Guide
Real FDE compensation data for Paris in 2025: base salary bands, equity, and bonus structures. Learn how to negotiate your offer using EU labor law and relocation packages.
8 min read
Forward Deployed
How Palantir-Style FDEs Embed with Customers to Unlock Technical Value
A concrete case study on how Forward Deployed Engineers embed inside client environments, navigate security constraints, and ship high-impact prototypes—without the fluff.
8 min read
1,162 articles and counting