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
Forward Deployed Engineer Salesforce Interview: Key Questions & How to Answer
Master the Salesforce Forward Deployed Engineer interview loop with tactical frameworks, real technical scenarios, and Apex/Flow patterns you'll actually face in 2025.
12 min read
Guides
Forward Deployed Engineer Resume: Showcase Impact & Technical Depth
Learn how to craft a Forward Deployed Engineer resume that proves you can ship code in chaotic customer environments. Includes skills tables, bullet formulas, and templates.
9 min read
Guides
How to Learn Forward Deployed Engineer Skills: A Practical Roadmap
A practical, no-fluff roadmap for engineers transitioning into Forward Deployed Engineering. Master the technical, product, and communication stack required to win in the field.
11 min read
Forward Deployed
The Tools an FDE Ships With: Data Integration, Custom Demos, and Internal Scaffolding
A concrete breakdown of the forward deployed engineer's technical stack. From Python data pipelines and React demo scaffolds to n8n automations and internal CLI tools, here's what you actually build.
9 min read
Forward Deployed
The Highest-Leverage Skills for a Forward Deployed Engineer in the AI Era
Master the 5 highest-leverage FDE skills for 2025: system design for non-determinism, evaluation-driven development, prompt architecture, and ruthless business context. Real workflows, tools, and compensation data.
9 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: scoping chaos, building trust, picking the right tech stack, and shipping a prototype that closes the deal in 5 days.
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: 10% coding, 30% customer calls, 60% gluing APIs and reading logs. A concrete breakdown of the FDE model vs. traditional SWE.
9 min read
Forward Deployed
How Palantir-Style FDEs Embed with Customers to Accelerate Time to Value
A concrete playbook on the Palantir FDE embed model: how forward deployed engineers parachute into customer sites, ship production code in week one, and collapse sales-to-value cycles from months to days.
15 min read
Forward Deployed
FDE Compensation Bands 2025: Salary, Equity, and How to Negotiate
Real forward deployed engineer compensation bands for 2025: base salary, equity, and total comp from Palantir to startups. Learn negotiation levers and career trajectory.
11 min read
Forward Deployed
The FDE Interview Loop: What to Expect and How to Prepare in 2025
A no-fluff breakdown of the 2025 FDE interview loop—technical screens, project deep-dives, stakeholder role-plays, and live debugging. Concrete prep tactics, real scenarios, and comp context.
8 min read
Forward Deployed
How FDEs Build Trust with Non-Technical Stakeholders in Enterprise Deals
Trust isn't built with architecture diagrams. Learn the concrete FDE playbook for aligning technical reality with business outcomes, using live demos, commercial framing, and ruthless prioritization to close enterprise deals.
10 min read
AI News
Fable 5 vs GPT-5.6 Sol on NP-Hard: Does /goal Actually Help?
We stress-tested Fable 5 and GPT-5.6 Sol on the NP-hard Traveling Salesman Problem. Here's the raw data, why the /goal command didn't magically solve intractability, and what it means for engineers building AI tooling.
9 min read
AI News
AI Advice Made Engineers 3x Less Accurate but 2x More Confident: What the Study Means
A new study shows AI advice suppresses critical thinking, making engineers 3x less accurate but 2x more confident. Here's the raw data, why it matters for FDEs, and how to build guardrails.
9 min read
AI News
Why Claude Code Moved to Bun-in-Rust (And What It Means for Your Toolchain)
Claude Code's move to a Rust-compiled Bun runtime isn't just a trivia footnote—it's a signal about where the agentic coding toolchain is heading. Here's the engineering breakdown.
9 min read
AI News
AI vs. ZK: How an LLM Found Real Bugs in OpenVM’s Verifier
An LLM auditing zero-knowledge proof code found genuine cryptographic flaws. Here’s exactly what happened, why it changes the game for engineers and FDEs, and how to start using AI for security review today.
11 min read
AI News
Inside VulnHunter: How Capital One Built an Agentic Code Security Scanner
Capital One open-sourced VulnHunter, an agentic AI tool that hunts code vulnerabilities. We break down the multi-agent architecture, why it matters for FDEs, and how to run it today.
9 min read
Build Guides
Build a Free AI Newsletter Agent with Groq, Supabase & GitHub Actions
Engineer a personalized newsletter agent that curates RSS feeds using Groq's Llama 3.3 and Supabase. A copy-pasteable guide to ranking articles and sending digests on free-tier tools.
10 min read
Build Guides
Build a Multi-Agent Research Assistant with Groq, Serper, and Llama 3.3
Build a multi-agent research system that plans queries, scrapes the web via Serper's free tier, and synthesizes cited briefs using Llama 3.3 on Groq. Pure free-tier stack.
10 min read
Guides
Forward Deployed Engineer Salary in Australia: 2025 Market Rates & Demand
A data-driven breakdown of Forward Deployed Engineer salaries in Australia for 2025. Compare junior, mid, and senior rates across Sydney and Melbourne, and see why demand is surging.
7 min read
Guides
Forward Deployed Engineer Salary Entry Level: 2025 Compensation & Negotiation Guide
A data-backed breakdown of forward deployed engineer salary entry level packages in 2025. Compare Palantir, IBM, and startup offers, and learn negotiation tactics that add $30K+.
9 min read
Guides
Forward Deployed Engineer vs AI Engineer: Scope, Skills & Daily Work in 2026
Compare the Forward Deployed Engineer vs AI Engineer roles head-to-head. Understand scope, required skills, daily workflows, salary data, and how these critical AI-era jobs differ.
9 min read
Guides
AI Engineer Jobs Singapore: Visa, Salary, and Market Entry Guide (2026)
Land AI engineer jobs in Singapore with this practical guide. Covers salary benchmarks, EP/ONE visa rules, hiring companies, and a market entry strategy for 2026.
9 min read
Guides
AI Engineer Career Switch: A Practical Roadmap from Non-Tech Roles
Transition into an AI engineer role without a CS degree. A no-fluff roadmap covering skills, portfolio projects, and the real job market for career switchers.
10 min read
Guides
Forward Deployed Engineer Course and Salary: Training Paths That Maximize Earning Potential
Master the Forward Deployed Engineer salary landscape: from $150k entry to $600k+ at OpenAI. A no-fluff guide to training paths, courses, and the exact skills that maximize your FDE earning potential.
9 min read
1,162 articles and counting