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Use cases
Use case3 minUpdated 2026-07-04

Software development

Use subscriptions for humans and open-model APIs for routine loops; reserve frontier models for planning, architecture, reviews, and complex bugs.

Audience

Developers and engineering managers

Metric

Hybrid coding agents

Sources

2 official links

Best default

Keep frontier tools for planning, architecture, code reviews, complex bugs, and difficult reasoning. Move routine summaries, scaffolds, and repeated agent loops to a cheaper cached lane.

  • Subscriptions stay useful as the human planning and review reserve.
  • Open-model APIs handle repeated repo summaries, drafts, and scaffolds.
  • Frontier API calls are capped to high-value tasks and low-confidence escalations.

Avoid

Do not buy API volume for every developer task before you know which tasks actually require frontier quality.