The Role of Contextual Understanding in AI's Integration into the SDLC

🤖 What if AI isn’t the problem, but the fact that it lacks context?

Inside real companies, AI is getting faster, but still misses things. Not because it can’t do the work, but because it doesn’t understand how the work actually happens.

That’s the shift Andrew Wolfe is building for at Bloomfilter.

In Builder Breakdowns, Warner Moore spoke with Andrew about how AI is changing the SDLC and why speed without awareness creates new risks.

Agents generate output, but miss dependencies. They move quickly, but ignore constraints.

So the problem changes.

It’s no longer just about what AI can do, but how it fits into the system it operates in.

Because the advantage won’t come from AI alone, but from how well it understands your business.

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