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Beyond grep: The case for a context-rich AI coding harness

Ars Technica • Mon, 20 Jul 2026

Beyond grep: The case for a context-rich AI coding harness

Augment Code's Vinay Perneti talks models, harnesses, and context.

What happened?

Augment Code's Vinay Perneti talks models, harnesses, and context.

Story details

Augment Code's Vinay Perneti talks models, harnesses, and context.

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Original source

https://arstechnica.com/ai/2026/07/beyond-grep-the-case-for-a-context-rich-ai-coding-harness/