Jake Huffman: One Level Deeper

Senior technologist Jake Huffman grew up in a North Carolina county with one stoplight, got rejected from architecture school, and fell into engineering because someone told him he wasn't an artist. A sophomore materials science class changed his direction. A steel plant nearly scared him out of metallurgy. A Coast Guard repair center gave him helicopter parts to build with no experience. And a graduate school math problem introduced him to writing code. Every turn came from the same instinct: go one level deeper than the job asks you to.

In this episode, Jake talks about why boring systems fall apart, what overconfidence looks like from the inside, and the moment he realized it was more important for his team to function well than for him to be right.

00:00 Welcome and Guest Intro
01:01 One Stoplight, One Wrestling Team
02:50 Rejected by Art School
06:42 White Hot Steel and Walking Away
08:11 Building Helicopter Parts for the Coast Guard
11:03 Craft Over Mission
15:04 When Systems Don't Fit in One Head
18:34 The Blind Spots of Big-Picture Thinking
24:44 Team Function Over Being Right
27:41 Scar Tissue
30:16 Learn the Old Stuff First
32:58 Build Your Own RAG
34:44 What AI Should Scare You About
36:40 Wrap Up

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