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.
FDE playbooks, case studies, and career deep-dives.
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Forward Deployed
Building Trust with Non-Technical Stakeholders as an FDE: Translation, Transparency, and Tension
How Forward Deployed Engineers translate complexity, manage transparency during firefights, and weaponize healthy tension to build unshakeable trust with non-technical stakeholders.
8 min read
Forward Deployed
How Palantir-Style FDEs Embed With Customers: Ontology, Ownership, and Operational Friction
A concrete playbook on how Palantir-style Forward Deployed Engineers embed with customers: the ontology-first approach, taking ownership of operational friction, and the real workflows that turn messy enterprise problems into shipped software.
9 min read
Forward Deployed
FDE Compensation Bands and How to Negotiate: Base, Equity, and the Risk Premium
Forward Deployed Engineer comp isn't standard SWE pay. Learn real FDE compensation bands, the risk premium for travel and on-call, and negotiation tactics for base, equity, and signing.
8 min read
Forward Deployed
Metrics an FDE Actually Owns: Time-to-Value, Feature Adoption, and Account Expansion
Forward Deployed Engineers don't own uptime or velocity. They own business outcomes. A deep dive into the 3 metrics that define an FDE's performance, with real scenarios, comp context, and tactical frameworks for measuring what matters.
11 min read
Forward Deployed
Debugging in the Customer's Environment Without Access: An FDE Playbook
Master the art of solving critical bugs in customer environments you can't touch. This guide covers proxy debugging, telemetry correlation, and building trust to ship fixes fast.
7 min read
Forward Deployed
From FDE to Founder: Why the Role Is the Best Startup Prep You Can Get
Forward Deployed Engineers don't just ship code—they find product-market fit under fire. Here's why the FDE skillset maps 1:1 to founding a company, from comp to cap tables.
8 min read
Forward Deployed
How FDEs Turn a Messy Customer Problem Into a Shipped Prototype in a Single Week
A concrete playbook for Forward Deployed Engineers on compressing ambiguity into a working prototype. Real workflow, decision frameworks, and the comp context behind shipping fast.
10 min read
Forward Deployed
Scaling Yourself: When and How an FDE Hands Off a Prototype to Core Engineering
A concrete playbook for Forward Deployed Engineers on timing the handoff, writing effective technical specs, and transitioning ownership without breaking the trust you built with the customer.
8 min read
Forward Deployed
Deploying an LLM Feature at a Regulated Enterprise in 3 Weeks: FDE Case Study
A tactical walkthrough of shipping a private LLM summarization feature inside a bank's on-prem environment. Covers air-gapped deployment, compliance guardrails, and the FDE comp leverage gained.
7 min read
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
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
Forward Deployed
FDE vs Solutions Engineer vs Sales Engineer: Scope, Travel, and Impact Compared
Dissecting the differences between Forward Deployed Engineers, Solutions Engineers, and Sales Engineers. We compare scope, travel, compensation, and real-world impact to help you choose the right path.
7 min read
Forward Deployed
On-Site vs Remote FDE Work: Dubai Travel Realities and Trust Tactics
Cut through the hype of FDE travel. Concrete logistics for forward deployed engineers in Dubai, from embassy rules and visa runs to building trust in high-stakes on-site engagements.
9 min read
Forward Deployed
What a Forward Deployed Engineer Actually Does in a Week: From Standup to Shipped Prototype
A concrete walkthrough of an FDE's week: customer standups, debugging in a SCIF, and shipping a prototype by Friday. Includes real workflows, comp context, and tactical advice.
11 min read
Forward Deployed
The FDE Interview Loop: How to Prepare for the Demo, Debugging Gauntlet, and Deployment Rounds
Crack the Forward Deployed Engineer interview loop with a concrete, engineer-to-engineer guide. Deep-dive into the demo, debugging gauntlet, and deployment rounds with real scenarios, code, and prep tactics.
9 min read
Forward Deployed
Writing Customer-Facing Technical Docs That Engineers and Execs Actually Read
Most customer-facing docs are graveyards of good intentions. Learn the FDE playbook for writing technical documentation that engineers trust and executives actually open, avoiding the "wall of text" death spiral.
7 min read
Forward Deployed
On-Site vs Remote FDE: Travel Realities, Embassy Rules, and Building Trust
FDE work isn't just remote or on-site—it's a spectrum of fly-ins, SCIFs, and high-trust async engineering. Unpack the travel cadence, visa realities, and tactical ways to build customer trust when you aren't in the room.
10 min read
Forward Deployed
Forward Deployed Engineer Compensation in 2025: Base, Equity, and Negotiation Tactics
Real FDE compensation data for 2025: base salary bands by level, equity structures, and battle-tested negotiation scripts. Learn how to anchor, counter-offer, and structure your total comp without leaving money on the table.
12 min read
345 articles and counting