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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Guides
AI Engineer Job Trends in 2025: Demand, Skills, and Market Outlook
The 2025 AI engineer job market is on fire. We break down exploding demand, salary data for $900K+ roles, critical skills, and the sectors hiring aggressively.
9 min read
Guides
The Forward Deployed Engineer Interview Process: A Tactical Preparation Guide
Master the FDE interview with a round-by-round tactical breakdown. Learn the coding, system design, and deployment scenarios that separate top candidates from the pack.
8 min read
Guides
AI Engineering Bootcamp for Programmers: Fast-Track Your Career in 2026
Cut through the noise to find the best AI engineering bootcamp for programmers. A technical deep-dive into curriculums, real costs, ROI, and the skills that actually land $200k+ FDE roles.
8 min read
Guides
Forward Deployed Engineer Pros and Cons: Is This High-Impact Role Right for You?
Forward deployed engineer pros and cons explained: travel, pay, burnout, and whether FDEs are real engineers. A zero-fluff guide to deciding if the role fits your career.
11 min read
Guides
Solutions Engineer vs Forward Deployed Engineer: Key Role and Impact Differences
Solutions Engineer vs FDE: a no-fluff breakdown of scope, comp, impact, and daily reality. Learn which post-sales technical role fits your engineering career.
11 min read
Guides
AI Engineer Bootcamp GitHub Projects: Build a Portfolio That Gets You Hired
Stop passively cloning repos. Learn how to fork, refactor, and ship AI Engineer Bootcamp GitHub projects that prove you can build production systems, not just run notebooks.
9 min read
Guides
Azure AI Engineer Bootcamp: Skills, Salary & Is It Worth It in 2025?
An engineer's no-BS guide to Azure AI bootcamps. Breakdown of skills, AI-102 certification, real salary data, and whether a bootcamp beats self-study for cloud AI roles.
11 min read
Guides
Forward Deployed Engineer at Google Zurich: Role, Salary & Hiring Process
Deep dive into the Forward Deployed Engineer role at Google Zurich: daily responsibilities, team structure, salary benchmarks, and the exact interview loop you need to pass to get in.
8 min read
Forward Deployed
Writing Customer-Facing Technical Docs That Developers Actually Read: An FDE's Playbook
For Forward Deployed Engineers, documentation isn't a chore—it's the product interface. Learn the high-signal writing patterns that prevent support tickets, close enterprise deals, and make your integration the one engineers actually adopt.
8 min read
Forward Deployed
How Palantir-Style FDEs Embed with Customers to Unlock Trapped Value
A concrete playbook on how Forward Deployed Engineers operate inside customer walls, from scoping trapped value to shipping production code. Includes real workflows, Palantir FDE compensation data, and the career math behind the role.
8 min read
Forward Deployed
Palantir FDE Interview Loop Deconstructed: How to Prepare for Each Stage
A stage-by-stage breakdown of the Palantir Forward Deployed Engineer interview loop. Real scenarios, decomp strategies, compensation context, and a tactical prep plan to handle the decomp, learning, and HM calls.
7 min read
AI News
When an LLM Only Sees Grade-School Text: The Little Learner Experiment
What happens when you train a transformer on nothing but children's stories? The Little Learner experiment reveals surprising generalization, brittle failure modes, and what it means for your training data.
10 min read
AI News
Turbovec: Google's TurboQuant Lands in Rust with 4x Vector Search Speedups
Turbovec ports Google's TurboQuant scalar quantization to pure Rust, delivering 4x faster vector search with minimal recall loss. Here's how it works and why it matters for RAG pipelines.
10 min read
AI News
Anthropic Maps Multi-Agent Chaos: The Coordination Patterns That Break in Production
Anthropic's new research maps the failure modes of multi-agent systems, from goal drift to infinite loops. Here's why FDEs building production pipelines need to move from naive chaining to structured coordination.
8 min read
AI News
GPU Offload in Rust: Write Portable Kernels Without Sacrificing Safety or Speed
Rust GPU offloading is real and production-ready. Learn how to write portable, safe kernels using Rust-native tooling, bypassing CUDA C++ footguns without losing a cycle of performance.
8 min read
AI News
Qwen3.8 27B Scores 52: The New Local Reasoning King for Engineers
Qwen3.8 27B hits a 52 on Artificial Analysis, rivaling Llama 4 Maverick. We break down why this open-weight model is a breakthrough for local reasoning, how to run it on consumer hardware, and what it means for Forward Deployed Engineers.
10 min read
Guides
Do Air Force Engineers Get Deployed? Reality vs. Tech FDE Roles
Yes, Air Force engineers deploy, but not like infantry. Explore deployment frequency, base locations, and how a Forward Deployed Engineer role compares to military civil engineering.
8 min read
Guides
Palantir FDSE New Grad: Salary, Role, and Early Career Trajectory
A high-signal breakdown of the Palantir Forward Deployed Software Engineer (FDSE) new grad role: real salary data, day-to-day responsibilities, interview prep, and the 2-5 year career trajectory.
11 min read
Guides
Forward Deployed Engineer Qualifications: 8 Skills That Matter in 2026
Forward deployed engineer qualifications go beyond coding. Master the technical, commercial, and operational skills that turn FDEs into revenue multipliers.
11 min read
Guides
What Is an AI FDE at Palantir? The Role and Its Impact Explained
An AI FDE at Palantir is a hybrid engineer who deploys AI models into classified and commercial environments, solving problems that can't be solved remotely. Learn the role, required skills, and impact.
9 min read
Guides
Palantir FDE Interview Prep: Master the Full Loop in 2025
A tactical, engineer-to-engineer guide to the Palantir Forward Deployed Engineer interview. Covers the decomp, learning, and hiring manager stages with real frameworks.
9 min read
Guides
Forward Deployed Engineer Early Career: How to Break In and Excel with No Experience
A zero-fluff guide for new grads and career switchers breaking into Forward Deployed Engineering. Learn the exact skills, portfolio projects, and interview prep needed to land your first FDE role.
9 min read
Guides
AI Engineer Job Interview Questions: A Tactical Prep Guide for 2025
Master AI engineer job interview questions with a tactical prep guide. Covers ML fundamentals, system design, LLM deployment, and live coding patterns for 2025.
9 min read
Guides
Palantir FDE Explained: The Role, Impact, and Why It’s a Career Accelerator
A deep-dive into the Forward Deployed Engineer role at Palantir: what FDEs actually do, how they differ from SWEs, compensation data, and why the role accelerates your career trajectory.
10 min read
1,162 articles and counting