Signal Over Noise

Signal Over Noise

The 98.4% Problem

Why Agent Infrastructure Matters More Than Agent Intelligence

Justin Wilson's avatar
Justin Wilson
Aug 04, 2026
∙ Paid
Upgrade to paid to play voiceover

The most important number in agent engineering right now is not a benchmark score. It’s 98.4%.

That’s the percentage of Claude Code’s codebase that four independent research teams at MBZUAI classified as harness infrastructure: permissions, context management, sandboxing, tool routing, recovery logic. The model itself, the part we’ve spent two years obse…

User's avatar

Continue reading this post for free, courtesy of Justin Wilson.

Or purchase a paid subscription.
© 2026 Justin Wilson · Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture