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.
LatestGuides
AI Bootcamp for Software Engineers: Transition to Applied AI Roles in 2025
Stop scrolling Reddit. This guide breaks down how software engineers should approach AI bootcamps to become applied AI engineers, covering curriculums, costs, and the exact skills that get you hired.
10 min read
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Guides
How to Choose an AI Engineer Bootcamp Course: 7 Non-Negotiables for Career Switchers
Switching into AI engineering? Stop chasing hype. This guide breaks down curriculum depth, project portfolios, instructor quality, and cost so you pick a bootcamp that actually gets you hired.
10 min read
Guides
Forward Deployed Engineer Technical Skills: The Must-Have Stack for FDE Roles
Master the forward deployed engineer technical skills that top AI labs demand. From rapid prototyping to production hardening, learn the exact stack FDEs use in 2025.
9 min read
Guides
AI Engineer Jobs in Kochi (2026 Guide): Skills, Salaries & Hiring Companies
Land AI engineer jobs in Kochi with this practical guide. Covers essential skills, top hiring companies in Technopark & Infopark, salary bands, and a step-by-step qualification path.
9 min read
Guides
AI Engineer Jobs in the Philippines: Career Path, Skills & 2025 Market Outlook
A practical guide to AI engineer jobs in the Philippines: salary bands, required skills, career path, and how to break in without experience. Updated for 2025.
9 min read
Guides
Palantir FDE Application: How to Craft a Standout Submission
Master the Palantir FDE application with a tactical, engineer-to-engineer guide. Learn how to decode the Forward Deployed Software Engineer role, nail the resume screen, and ace the decomposition interview.
9 min read
Guides
Build a Forward Deployed Engineer Portfolio on GitHub That Gets Interviews
A tactical guide to building a GitHub portfolio that proves you can code, sell, and deploy AI solutions in the messy enterprise wild. No fluff, just repo structures, project ideas, and READMEs that FDE hiring managers actually read.
11 min read
Forward 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
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
AI News
Your AI Agent Has Root: Threat Modeling LLM-Driven System Administration
LLMs are being given sudo. We break down the Infernal Code incident, map the attack surface of an AI agent with root access, and provide a practical threat model for engineers deploying autonomous sysadmin tools.
11 min read
AI News
Claude Code Session URLs in Commits: Audit Trails Every FDE Needs
Claude Code now appends session URLs to commits by default. Here’s what that means for audit trails, compliance, and debugging AI-assisted code in production.
10 min read
AI News
Warp's Self-Improving Claude Agents: The Feedback Loop Architecture
Warp's engineering team built self-improving coding agents on Claude using a tight feedback loop—agents generate code, tests score outputs, and failures feed back as few-shot examples. Here's how the loop works, why it matters for production AI, and how to prototype it today.
10 min read
AI News
Domain-Driven Agents: Bounded Contexts for Reliable AI Workflows
AI agents fail when they mix data. Domain-Driven Agents apply bounded contexts from software architecture to LLM workflows, scoping prompts and tools for deterministic reliability.
11 min read
AI News
vLLM v0.28.0: How Automatic Prefix Caching Slashes LLM Serving Costs
vLLM v0.28.0 ships automatic prefix caching (APC) that reuses KV-cache across requests. We break down the hashing internals, the cost math, and how to enable it in production.
9 min read
Build Guides
Build a WhatsApp Support Agent With Your Docs Using n8n, Supabase & Gemini
Deploy a free-tier WhatsApp customer-support agent that answers questions from your own documentation. This step-by-step guide uses n8n, Supabase vector, and Gemini to build a RAG pipeline you control.
12 min read
Build Guides
Build a Cold Outreach Email Personalizer From a CSV Using OpenRouter Free Models
Build a Python script that reads a prospect CSV, scrapes company context with Firecrawl, and drafts personalized cold emails using OpenRouter's free models. Full implementation guide.
10 min read
Guides
Salesforce FDE Interview Process: A Tactical Guide to the Full Loop
Master the Salesforce Forward Deployed Engineer (FDE) interview loop. Tactical breakdown of technical screens, system design, and executive rounds without LeetCode drills.
9 min read
Guides
Anthropic FDE Interview: Questions, Process & Prep Strategy
Decoding the Anthropic Forward Deployed Engineer interview loop: real CodeSignal patterns, system design expectations, and how to think like an FDE when the problem isn't on LeetCode.
9 min read
Guides
What Are Forward Deployed Engineers and Why Are They So In Demand?
Forward Deployed Engineers solve high-stakes technical problems inside customer environments. Discover the FDE role, skills, salary, and why demand is exploding.
9 min read
1,162 articles and counting