Matt Legrand
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Code Intelligence

3 articles
Apr 2, 2025

An agent that actually understands your codebase

How we solved the context problem that makes most AI coding assistants useless in real codebases, creating an agent that can work with 100k+ file repositories.
AugmentAIDeveloper ToolsProduct DesignCode Intelligence
Feb 19, 2025

Predicting your next edit

Next Edit extends code completions beyond the cursor and across your entire workspace. It understands what you're trying to accomplish and works in the background to suggest edits that help you complete your tasks more quickly and comprehensively.
AugmentAIDeveloper ToolsVscodeCode Intelligence
Oct 15, 2024

Building a context engine for real codebases

How we built Augment's Context Engine to solve the fundamental problem that makes most AI coding assistants fail in production: understanding what matters in repositories with 100k+ files.
AugmentAIDeveloper ToolsProduct DesignCode Intelligence
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