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.
LatestForward Deployed
How FDEs Work with Product and Engineering After the Sale Closes
The Forward Deployed Engineer job doesn't end at the signature. Here is the concrete playbook for bridging the gap between a closed sales deal and a production deployment, covering the handoff, integration architecture, and feedback loops.
8 min read
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Forward Deployed
The Google FDE Interview Loop: Decomposition, Execution, and Zero Leetcode Drills
Google's Forward Deployed Engineer interview is not a Leetcode gauntlet. It's a practical test of systems thinking, API fluency, and customer obsession. Here's the exact loop, round-by-round.
8 min read
Forward Deployed
Writing Customer-Facing Technical Docs That Actually Get Read by Enterprise Teams
Most technical docs for enterprise clients fail because they're written for engineers, not operators. Learn the FDE playbook for writing docs that get read, actioned, and referenced during high-stakes rollouts.
7 min read
Forward Deployed
Forward Deployed Engineer Salary: 2025 Compensation Bands & Negotiation Playbook
Real 2025 comp data for Forward Deployed Engineers at Palantir, Salesforce, and AI startups. Base, equity, and bonus breakdowns plus the exact negotiation scripts that work at Foxtrot and beyond.
9 min read
Forward Deployed
How AI-Native Startups Use Forward Deployed Engineers to Win Enterprise Deals
A concrete playbook on how AI-native startups deploy Forward Deployed Engineers to close enterprise deals, bridge the prototype-production gap, and build trust in high-stakes AI rollouts.
10 min read
Forward Deployed
Reading the Tea Leaves: Customer Health Signals an FDE Monitors During an AI Rollout
AI rollouts don't fail on launch day—they bleed out quietly over weeks. Learn the 7 leading indicators (latency, hallucination rate, Slack silence) a Forward Deployed Engineer watches to keep enterprise deals alive.
10 min read
Forward Deployed
Inside Cohere & Anthropic FDE Interviews: Decomposition, Coding & Customer Scenarios
A concrete breakdown of the Cohere and Anthropic Forward Deployed Engineer interview process. Covers AI coding rounds, system decomposition, customer scenario handling, and compensation context.
7 min read
Forward Deployed
The FDE Interview Loop: How to Prepare for Decomposition and Execution
Master the OpenAI FDE interview loop by understanding decomposition, execution, and strategic thinking. Real scenarios, no Leetcode drills. Learn the 30-60-90 rule in practice.
9 min read
Forward Deployed
How Palantir-Style FDEs Embed with Customers: The Delta and Echo Operating Model
Deconstructing the Delta and Echo operating model that Palantir Forward Deployed Engineers use to embed in high-stakes customer environments, ship from the floor, and turn chaos into product.
9 min read
Forward Deployed
From Messy Customer Problem to Shipped Prototype in a Week: An FDE Playbook
What does a forward deployed engineer actually do? A concrete week-long playbook from discovery to prototype, with real tools, decision logic, and comp context.
9 min read
Forward Deployed
Palantir-Style FDEs: The Delta & Echo Customer Embed Operating Model
How Palantir Forward Deployed Engineers operate inside classified and commercial environments. The Delta/Echo model, concrete workflows, and comp data for FDE roles.
9 min read
Forward Deployed
The FDE Interview Loop: Decomposition, Strategy, and Execution Without Leetcode Drills
Master the Forward Deployed Engineer interview process by focusing on strategic decomposition, customer empathy, and rapid prototyping—not Leetcode. A tactical breakdown of the loop, real scenarios, and what evaluators actually score.
9 min read
Forward Deployed
What a Forward Deployed Engineer Actually Does in a Week: Tactical Execution Reality
Forward deployment meaning goes beyond job titles. Here’s a raw, engineer-to-engineer breakdown of a tactical week: from on-site triage and duct-tape code to shipping real prototypes under customer fire.
9 min read
Forward Deployed
FDE Compensation Bands and How to Negotiate Your Offer: Base, Equity, and Bonus
Real forward deployed engineer salary data for the Bay Area: base, equity, and bonus bands by level. A tactical guide to negotiating your FDE offer without leaving money on the table.
9 min read
Forward Deployed
Deploying LLM Features at an Enterprise: An FDE's Guide to Guardrails and Evals
A concrete Forward Deployed Engineer case study on shipping an internal LLM tool inside a bank. We cover architecture, guardrail implementation, evaluation frameworks, and the FDE career context.
7 min read
Forward Deployed
What a Forward Deployed Engineer Actually Does in a Week: A Concrete Workflow
Stop guessing what an FDE does. Here is the unvarnished weekly workflow: from Monday's customer fire to Friday's internal handoff, with real code, comp data, and the decisions that define the role.
8 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: the kill criteria for maintaining prototypes, writing handoff artifacts core teams actually read, and avoiding the "shadow engineering" trap that kills your leverage.
12 min read
Forward Deployed
How FDEs Work with Product and Engineering After the Sale Closes
A concrete playbook for FDEs navigating the post-sale reality: bridging product gaps, managing technical debt, and engineering solutions that turn a signed contract into a live, happy customer. Includes real workflows and compensation context for the forward deployed engineer ramp salary curve.
8 min read
Forward Deployed
FDE Compensation Bands and How to Negotiate Your Offer in 2026
Concrete Palantir FDE comp bands for 2026 (base, RSUs, signing) across levels, the $500K engineer breakdown, and a tactical negotiation playbook for forward deployed offers.
9 min read
Forward Deployed
Forward Deployed Engineer vs AI Engineer: Distinct Roles and Overlap
A concrete breakdown of Forward Deployed Engineer vs AI Engineer roles: real workflows, tools, compensation bands, and the critical overlap where product meets production. No hype, just engineering.
8 min read
Forward Deployed
What a Forward Deployed Engineer Actually Does in a Week: A Concrete Workflow
A real-play look at the FDE week: from on-site triage and debugging customer infra to shipping a prototype by Friday. Includes comp data, tool stacks, and tactical workflows.
10 min read
Forward Deployed
Case Study: Deploying an LLM Feature at a Regulated Enterprise Customer
A concrete engineering walkthrough of deploying an LLM-driven summarization feature inside a FISMA-regulated agency. Covers air-gapped fine-tuning, RAG with PII isolation, and the FDE comp trajectory.
6 min read
Forward Deployed
What a Forward Deployed Engineer Actually Does in a Week: A Concrete Workflow
A real, unfiltered week-in-the-life of a Forward Deployed Engineer. From emergency customer debugging to shipping custom LLM integrations, see the concrete workflows, salary data, and decisions that define the FDE role.
9 min read
Forward Deployed
Writing Customer-Facing Docs That Non-Engineers Actually Read
Engineers treat docs as a chore, so customers ignore them. Learn to write technical documentation that sales, support, and end users will actually read—and that closes deals.
9 min read
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