AI Agents Are Shipping More PRs Than Ever, But Is It Moving the Business Forward?

Suspicious_Orchid770 · reddit · 2026-08-11

As AI agents become heavily involved in coding, developers and teams eagerly showcase massive metrics: lines of code generated, PRs opened, and tokens consumed.

However, the post questions this blind pursuit of output metrics, dubbing it 'tokenmaxxing.' Once token usage appears on dashboards, leaders and engineers inevitably begin optimizing for these vanity metrics, potentially losing sight of whether the code actually drives business value.

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