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code understanding

3 posts

blogengineer
08-Feb-2026

AI for Software Development: What No One Tells You

AI writes code fast but can't understand your codebase. Here's what breaks when you ship AI-generated code—and how to fix the intelligence gap.

technicalengineer
08-Feb-2026

Building AI Coding Agents That Actually Understand Your Codebase

AI coding agents fail because they lack context. Here's how to give them the feature maps, call graphs, and ownership data they need to work.

blogcto
05-Feb-2026

Onboarding Developers: From 6 Months to 2 Weeks

How AI-powered codebase context and code tours transform developer onboarding from months of tribal knowledge transfer to weeks of guided exploration.

Vivian M. Otieno