Devin automatically builds internal wiki representations of indexed codebases for human developers
Scott Wu · Inside Devin: The AI engineer that's set to write 50% of its company’s code this year | Scott Wu · May 4, 2025 · at 40:16
Cognition CEO Scott Wu demonstrates how Devin indexes third-party repositories like DeepSeek, creating structured visual wikis and architecture maps.
0:00 / 0:21exact quote · 21.2s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“Devon sets up its whole wiki with all of its internal understanding. And so when Devon indexes the code base, obviously building a representation of the code base and learning it and improving it over time is one of the big things that Devon does. And funnily enough, we found that naturally humans really are interested to understand this code base representation as well. And so, so, so, you know, Devon wiki is something that we built here”
quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →
More from Scott Wu
Scott Wu: Programming will become more important as AI gets more powerful
“And so in that lens, I really think that programming is, if anything, is only going to become more and more important as AI gets more powerful.”
Scott Wu: Devin will author over 50% of Cognition's code by year-end
“I think by the end of this year, we expect it to be more than half.”
Wu: There will be far more software engineers in a few years
“And so if anything, I think there's going to be, I think there's going to be way more product, way more programmers and way more engineers, you know, a few years from now than there are today.”
Wu: Base model intelligence is already sufficient for autonomous software engineering
“I think that my hot take here, which I would give is I think the, I think in terms of base intelligence, we're honestly basically already there. And I think a lot of what we see actually, and what we spend our time on is less so, obviously we don't pre-train o…”
Wu: Aspiring engineers should absolutely still learn to code
“And first of all, the question of, you know, whether you should still learn the code, my answer would be absolutely yes. I think to a large extent, you know, computer science, when you take computer science classes and when you learn these fundamentals, sure, …”
Wu: 10x engineering speed will yield over 10x more code
“I think in a kind of zero sum view, you might say, well, we're gonna be 10 times faster at software engineering, and so it means that we're gonna need 10 times fewer software engineers, right? But I think in practice, what really is gonna happen is actually, w…”