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.
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Forward Deployed
Metrics an FDE Owns: Time-to-Value, Adoption, and Expansion
Forward Deployed Engineers don't track vanity commits. They own Time-to-Value, Adoption Rate, and Expansion Revenue. Here's how to measure, benchmark, and optimize the metrics that actually matter in technical post-sales.
8 min read
Forward Deployed
FDE Compensation Bands & How to Negotiate Your Offer in 2025
Real forward deployed engineer salary levels.fyi data, equity ranges, and tactical negotiation strategies. Learn what Palantir, Scale AI, and startups actually pay FDEs.
9 min read
Forward Deployed
The FDE Portfolio: What to Build to Get Hired in 2026
Stop building toy apps. Learn what real Forward Deployed Engineer portfolios look like: customer-facing demos, integration hacks, and TAM models that land $200K+ offers.
11 min read
Forward Deployed
Forward Deployed Engineer Interview Prep: The Real Loop (2026)
A no-fluff playbook for the Forward Deployed Engineer interview loop. Covers technical screens, customer-scenario rounds, and comp negotiation with real scenarios and data.
9 min read
Forward Deployed
How AI-Native Startups Use FDEs to Win Enterprise Deals: A Playbook
A concrete engineer-to-engineer breakdown of how AI-native startups deploy Forward Deployed Engineers to close complex enterprise deals, from technical validation to production integration, with real workflows, comp context, and no hype.
10 min read
Forward Deployed
FDE vs Solutions Engineer vs Sales Engineer: A Hands-On Comparison
A no-fluff, engineer-to-engineer comparison of Forward Deployed, Solutions, and Sales Engineers. Real workflow differences, compensation ranges, and which role fits your career goals.
9 min read
Forward Deployed
Building Trust with Non-Technical Stakeholders: An FDE's Field Guide
Practical strategies for Forward Deployed Engineers to earn trust with non-technical stakeholders—through shared metrics, on-site rituals, and translating ambiguity into revenue.
11 min read
Forward Deployed
Debugging in the Customer's Environment Without Their Access: A Forward Deployed Engineer's Playbook
A concrete playbook for debugging customer-prem software when you have zero access. Covers telemetry design, live trace patterns, secure artifact capture, and the career context that makes this an FDE superpower.
10 min read
Forward Deployed
What a Forward Deployed Engineer Actually Does in a Week (Real Workflows, Not Hype)
A concrete breakdown of a Forward Deployed Engineer's weekly workflow—real scenarios, decisions, code, and comp numbers. No fluff, just what the job actually is.
10 min read
345 articles and counting