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
How to Land Forward Deployed Engineer Entry Level Jobs and Internships
A no-BS guide to breaking into forward deployed engineering at the entry level. Learn the technical stack, interview loops, salary data, and remote job hacks to land your first FDE role.
8 min read
Guides
Forward Deployed Engineer Responsibilities: A Day-to-Day Breakdown
A practical breakdown of forward deployed engineer responsibilities, from debugging customer infra at 9 AM to shipping product code at 4 PM. No fluff, just the tactical reality.
10 min read
Guides
19 Essential Skills for a Forward Deployed Engineer (2026 Guide)
Master the technical and soft skills for forward deployed engineer roles. A zero-fluff breakdown of coding, system design, and customer empathy you actually need.
9 min read
Forward Deployed
What a Forward Deployed Engineer Actually Does in a Week: A Time Audit
A real-world time audit of a Forward Deployed Engineer's week. See exactly how FDEs split time between coding, customer calls, debugging, and travel—plus comp and career context.
10 min read
Forward Deployed
Writing Customer-Facing Technical Docs Engineers Will Actually Read
Stop writing documentation that gathers digital dust. Learn the FDE approach to creating technical docs that engineers trust, reference, and actually use—with concrete workflows and real salary context for UK AI roles.
7 min read
AI News
Headless AI Programming: Setting Up a Spare Mac for Claude Code to Control
Turn a spare Mac into a headless AI coding agent. A step-by-step engineering guide to remote SSH access, VNC fallback, and security hardening for Claude Code.
12 min read
AI News
What AI Did to StackOverflow: Visualizing the Impact on Engineering Communities
StackOverflow's traffic graph tells a brutal story about AI coding assistants. We analyze the data, explain why Forward Deployed Engineers must adapt, and show you how to survive the shift.
7 min read
AI News
GPT-5.6 Closes a 30-Year Gap in Convex Optimization with a Prompt
GPT-5.6 didn't just compute—it reasoned about a 30-year-old convex optimization conjecture and closed it with a clever prompt. Here's what happened, why it matters for engineers building real systems, and how to apply this pattern today.
10 min read
AI News
Anatomy of a Misfeature: What Claude Code Teaches Us About AI Tooling UX
Claude Code shipped a file permission dialog that trained users to click 'Yes' without reading. Here's the engineering anatomy of that misfeature, why it matters for Forward Deployed Engineers, and how to fix it.
9 min read
AI News
Kimi K3 Tops Frontend Code Arena: How Browser Agents Are Actually Scored
Kimi K3 just hit #1 in the Frontend Code Arena with 1679 points. Here's what the score means, how the Elo system works for AI agents, and why it matters for engineers building production-grade frontend automation.
10 min read
Build Guides
Build a Smart Clipboard That Summarizes and Translates Anything You Copy with Gemini
Build a Python system-tray app that auto-summarizes and translates any text you copy using Google Gemini's free API tier. Full code, zero-cost architecture, and engineer-to-engineer walkthrough included.
10 min read
Build Guides
Build a Daily Standup Bot with Slack, Supabase & Groq (Free Tier)
Engineer a zero-cost daily standup bot that DMs your team for updates, persists them in Supabase, and uses Groq's LLM to post a synthesized summary to Slack every morning.
11 min read
Guides
Palantir FDSE Levels and Salary: Real Data from FYI
A no-fluff breakdown of Palantir Forward Deployed Software Engineer (FDSE) levels, from new grad to principal, with real compensation data, equity insights, and career progression.
10 min read
Guides
Forward Deployed Engineer at OpenAI: Role, Impact, Salary & How to Join
Deep dive into the Forward Deployed Engineer (FDE) role at OpenAI: what you actually build, salary expectations, the interview loop, and the exact skills needed to land the job.
8 min read
Guides
Forward Deployed Engineer Tech Stack: Tools, Languages & Systems You Must Master
Master the forward deployed engineer tech stack: from Python and SQL to Terraform and React. Learn the exact tools, cloud platforms, and data infrastructure skills that separate top-tier FDEs from the pack.
9 min read
Guides
OpenAI Forward Deployed Engineer Salary in Munich (2025 Guide)
Data-backed breakdown of OpenAI FDE compensation in Munich: base salary, equity, total comp ranges, and how it compares to Google, Anthropic, and local German tech.
9 min read
Guides
Forward Deployed Engineer Salary Switzerland: Zurich & Geneva 2025
Real Forward Deployed Engineer salary data for Switzerland in 2025. Compare Zurich vs Geneva compensation, equity, and total comp by experience level.
13 min read
Guides
Forward Deployed Engineer & LangChain: Building AI in the Field
Master the FDE role at LangChain: learn how to debug LLM chains in production, build RAG pipelines for enterprise customers, and ace the technical interview. A no-fluff technical deep dive.
10 min read
Guides
Forward Deployed Engineer Salary Toronto: 2024-2025 Guide
Real Forward Deployed Engineer salary data for Toronto in 2024-2025. Breakdown by seniority, equity, top-paying firms, and how to negotiate your offer.
12 min read
Guides
Anthropic FDE Interview Process: Steps, Tips, and What to Study
Master the Anthropic Forward Deployed Engineer interview loop. Covers the recruiter screen, technical coding, system design, and the critical FDE demo presentation. Learn what to study and how to prepare.
8 min read
Guides
FDE Engineer Interview Questions: What You'll Actually Be Asked
Master the FDE engineer interview with a no-BS breakdown of coding, system design, and customer-scenario questions. Covers Palantir, OpenAI, Google, and startup loops.
11 min read
Forward Deployed
Case Study: Deploying an LLM Feature That Survived an F100 Security Review
A concrete walkthrough of shipping a summarization agent inside a Fortune 100 bank. We cover architecture, the 6-week security review, data isolation, and the FDE comp tied to clearing enterprise gates.
9 min read
Forward Deployed
FDE vs Solutions Engineer vs Sales Engineer: Scope, Compensation, and Daily Reality
A high-signal comparison of Forward Deployed Engineer, Solutions Engineer, and Sales Engineer roles. We break down scope, compensation, daily workflows, and career paths for technical GTM roles.
9 min read
Forward Deployed
The Highest-Leverage Skills for an FDE in the AI Era: Prompting, Pivoting, and Positioning
Forward Deployed Engineering is being rewritten by LLMs. The highest-leverage skills are no longer just coding speed but prompt architecture, ruthless pivoting, and strategic positioning. Learn the concrete workflows, tools, and comp trends defining the AI-native FDE.
9 min read
1,162 articles and counting