Coding Models Move to Multi-Agent Workflows

nptacek · x · 2026-07-17

This post reviews the evolution of coding models: a few years ago, models would write // todo due to insufficient context windows; now, a system can launch 40 sub-agents in a single workflow and max out quota within 15 minutes.

The point: the bottleneck for coding AI is no longer just "can it code?" but how to push task scale further through multi-agent orchestration.

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