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
From Messy Enterprise Problem to Shipped Prototype in 5 Days: An FDE Playbook
A concrete walkthrough of how forward deployed engineers compress a vague customer crisis into a working prototype in one week. Covers scoping, architecture decisions, and the hard trade-offs that turn chaos into shipped code.
8 min read
Forward Deployed
What a Forward Deployed Engineer Actually Does in a Week: From Standup to Shipped Prototype
A concrete, hour-by-hour breakdown of an FDE's week: navigating standups, writing code in a hotel lobby, and shipping a prototype that closes a $2M deal. No hype, just the workflow.
8 min read
Forward Deployed
How to Break Into FDE Roles from a Backend or Frontend Background
Transitioning into a Forward Deployed Engineer role from backend or frontend dev is about shifting from building features to solving high-stakes integration puzzles. Learn the exact skill bridges, portfolio projects, and interview tactics to pivot successfully.
9 min read
Forward Deployed
How Forward Deployed Engineers Work with Product and Engineering After the Sale to Prevent Churn
A concrete playbook for FDEs on bridging post-sale gaps between customer success, product, and engineering. Real workflows, escalation patterns, and the technical leverage that turns churn risk into expansion revenue.
9 min read
Forward Deployed
On-Site vs Remote FDE: Travel Realities and Building Rapport from Afar
A data-driven breakdown of travel frequency, comp differentials, and the tactical engineering tricks for building customer trust when you can't physically show up in the room.
8 min read
Forward Deployed
How Palantir-Style FDEs Embed with Customers to Drive Mission-Critical Outcomes
A concrete case study on the Forward Deployed Engineer operating model: embedding inside customer operations, building in production, and driving outcomes that sales teams can't touch. Includes real scenarios, comp ranges, and tactical workflows.
8 min read
Forward Deployed
The FDE Portfolio in 2025: Projects That Prove You Can Ship in Chaos
Stop building todo apps. Forward Deployed Engineer portfolios in 2025 must demonstrate data integration, prompt engineering, and high-stakes debugging. Here are the 4 project archetypes that prove you can ship in the customer's chaos.
9 min read
Forward Deployed
The Tools an FDE Ships With: Data, Integrations, and Demos That Close Deals
Forward Deployed Engineers don't just write code—they wield a stack of integration tools, data manipulators, and demo hacks that turn technical skeptics into paying customers. Here's the real kit.
7 min read
Forward Deployed
The FDE Interview Loop: Deconstructing the Demo, Debugging, and Deployment Rounds
Crack the Palantir FDSE interview loop. A technical breakdown of the demo build, live debugging, and deployment design rounds with real scenarios, tools, and comp data.
10 min read
Forward Deployed
The FDE Portfolio in 2025: Projects That Prove You Can Ship in Chaos
Stop building toy apps. An FDE portfolio must demonstrate integration under fire, data-modeling on the fly, and demos that close deals. Here are the 4 projects that prove you can ship in chaos.
8 min read
Forward Deployed
From FDE to Founder: Why Forward Deployed Engineering Is a Startup Bootcamp
Forward deployed engineers operate exactly like early-stage founders: high ambiguity, direct customer pain, and rapid shipping. This playbook maps FDE skills to startup success.
12 min read
Forward Deployed
How FDEs Turn a Messy Customer Problem into a Shipped Prototype in a Week
A concrete playbook for the forward deployed engineer workflow: from scoping a vague customer pain point to shipping a functional prototype in 5 days. Real decisions, tools, and the comp context that makes FDEs worth it.
11 min read
Forward Deployed
LLM Deployment at a Regulated Enterprise: An FDE Case Study
A concrete walkthrough of shipping an LLM feature inside a bank. Covers on-prem tooling, compliance firewalls, Databricks integration, and real FDE salary data.
6 min read
Forward Deployed
How Palantir-Style FDEs Embed with Customers to Drive Mission-Critical Outcomes
A concrete playbook on how Forward Deployed Engineers embed inside customer operations, navigate classified or air-gapped environments, and ship software that bends reality to the mission. No theory—just the real workflows, trust mechanics, and comp context.
10 min read
Forward Deployed
On-Site vs Remote FDE Work: Travel Realities and Building Rapport from Afar
A practical breakdown of the FDE travel cadence: when you fly, when you Zoom, and how to build elite customer rapport without ever stepping foot on site.
8 min read
Forward Deployed
How FDEs Work with Product and Engineering After the Sale to Prevent Churn
A concrete playbook for Forward Deployed Engineers on bridging post-sale gaps between product and engineering. Learn the weekly rhythms, escalation frameworks, and internal advocacy tactics that turn churn risks into product wins.
9 min read
Forward Deployed
Debugging in the Customer's Environment Without Direct Access: A Black-Box Playbook
A concrete FDE playbook for debugging production issues in air-gapped customer environments. Learn telemetry design, proxy recording, and binary-search deploys to resolve incidents fast.
10 min read
Forward Deployed
Building Trust with Non-Technical Stakeholders as an FDE Under Pressure
A concrete playbook for Forward Deployed Engineers to build trust with non-technical stakeholders during high-stakes deployments. Learn to translate latency into revenue risk, structure readouts that prevent churn, and turn technical crises into relationship capital.
14 min read
Forward Deployed
The Highest-Leverage Skills for an FDE in the AI Era (Beyond Prompting)
Prompting is table stakes. Learn the 5 highest-leverage skills for Forward Deployed Engineers in the AI era: system decomposition, evaluation-driven engineering, black-box debugging, stakeholder translation, and pipeline design. Real workflows, comp context, and no hype.
8 min read
Forward Deployed
What a Forward Deployed Engineer Actually Does in a Week: A Daily Breakdown
A concrete, hour-by-hour walkthrough of an FDE's week: from diagnosing a black-box customer outage on Monday to shipping a code fix on Friday. Includes real scenarios, tools, compensation data, and tactical patterns for the role.
8 min read
Forward Deployed
The FDE Interview Loop Decoded: How to Prepare for Deployments, Debugging, and Demos
A concrete engineer-to-engineer guide to the Forward Deployed Engineer interview loop. Covers deployment scenarios, debugging under pressure, demo delivery, and comp context—no hype.
9 min read
Forward Deployed
The FDE Portfolio: What to Build to Demonstrate Deployment Velocity and Get Hired
Build a Forward Deployed Engineer portfolio that proves deployment velocity, not just coding ability. Concrete project blueprints, technical decision frameworks, and the career context that turns interviews into offers.
10 min read
Forward Deployed
The FDE Interview Loop Decoded: How to Prepare for Deployments and Debugging
A field manual for the Palantir FDE interview loop. Break down the deployment scenario, debugging drill, and demo with real tactics, tools, and what interviewers actually measure.
10 min read
Forward Deployed
The FDE Portfolio: Build Projects That Prove Deployment Velocity and Land the Offer
Forward Deployed Engineer open roles demand a portfolio that proves you can ship in the customer's messy reality, not just a clean sandbox. Learn what to build, how to structure it, and how to demonstrate the speed that top firms pay $200K–$500K+ for.
8 min read
345 articles and counting