Forward Deployed Engineers: Who Owns the Last Mile of AI?
Forward Deployed Engineers turn AI capabilities into production outcomes. Learn what FDEs own, when the model works, where it breaks, and how to evaluate the role.
21 min read
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The Future of Engineers: Why Understanding the System Outlives Writing the Code
Netflix CPTO Elizabeth Stone says writing lines of code may go away, but understanding how code, systems, and products work will not — and Netflix is hiring systems thinkers over narrow specialists because of it. The evidence behind both claims, and how to keep understanding from decaying.
27 min read
CS Degree + AI Skills: The New Career Stack for 2026
A grounded, motivating guide for students, juniors, switchers, and PMs on why CS fundamentals still matter, how AI skills layer on top, and what to build for the 2026 job market.
15 min read
How to Use AI to Learn Faster Without Becoming Dependent on It
A practical guide for students, junior developers, self-taught builders, and PMs who want to use AI as a coach, quiz partner, and debugging buddy without outsourcing the struggle that makes learning stick.
15 min read
What I Would Learn If I Were Starting Computer Science Today
A practical, motivating roadmap for young CS students and early-career builders: what fundamentals still matter, how to use AI without outsourcing your brain, and how to build portfolio proof that survives a noisy job market.
14 min read
The Parallel Track: Learning AI Engineering While Your CS Degree Catches Up
A friendlier roadmap for curious CS students who want to build real AI products now: what to learn, what to build, which job signals matter, and how to stay grounded while the market moves fast.
13 min read