@wayen_ai: I came across the clearest breakdown of FDE (Forward Deployed Engineer). The core takeaway: This is currently the hottest role in tech, with annual salaries ranging from $150K to $1M, yet most people can't even clearly define what it is. Here are the key points extracted: 1. …

I came across the clearest breakdown of FDE (Forward Deployed Engineer). Core takeaway: This is currently the hottest role in tech, with annual salaries ranging from $150K to $1M, yet most people can't even clearly define what it is. Here are the key points extracted: 1. The model is not the moat; deployment is. Every business can buy intelligence. Claude Code, Codex, Cursor, GitHub Copilot—everyone is using the same set of tools. What you can buy is not a competitive advantage. The real advantage lies in: where to deploy, how to deploy, and why to deploy. The FDE is the person who "puts the model into real workflows." 2. 95% of AI pilots fail (MIT data) An executive opened up AI access for the entire organization and burned through $10 million in compute budget in 3 months—that budget was supposed to last a year. Business metrics didn't change at all. Buying intelligence is easy. Putting it in the right place is hard. 3. Consultants understand processes but not technology; engineers understand technology but not processes. FDE is the intersection of the two, not the average. The former can draw flowcharts but can't write agents; the latter can write agents but don't understand approval chains. The people making millions are the ones who can connect both. 4. The process in the literature is not the real process. "An email arrived" sounds simple. In reality, there are 40+ senders, no two emails have the same format, half are exceptions, and routing rules exist in one person's head. Talk to someone for 1 hour, and you'll get what they think they do. Sit next to them for 8 hours, and you'll see what they actually do—breakpoints, workarounds, exceptions that have never been written down. 5. The real problem is "people," not "technology." People in an organization fear being laid off. They want to be promoted. Until you prove you are not a threat, you are a threat. Solution: Do the first audit for free, demonstrate measurable value, then charge afterward. Your first customers will teach you everything. 6. 30-day path Week 1: Build an agent that can run through a real business process—loops, tools, guardrails, memory, audit trails Week 2: Make it survive—JSON Schema, validation, exception handling Week 3: Measure it across three dimensions—revenue increase, risk reduction, cost savings Week 4: Defend it like a VP—pain points, architecture, economics These four stages correspond to four capabilities: build, survive, measure, sell. Most engineers only learn the first one. Nobody teaches this in school. The full playbook is free on YouTube and X. It's not learned by reading—it's learned by doing. Original source: Startup Ideas Podcast. Worth bookmarking and reviewing repeatedly.