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Capability

Token Budgeting System

Set spend limits. Stay inside them.

Summary

Token budgeting across sessions, tasks, and teams — enforce limits before compute is committed.

The problem

Without hard limits, agent loops and runaway context can consume entire monthly budgets in a single session.

How Devtor solves it

Devtor lets you define token and cost budgets at the session, project, or team level. Runs are blocked or downgraded when limits are reached.

Benefits

  • Configurable budgets per session, repo, or team
  • Automatic downgrade to cheaper models near limits
  • Alerts before budget thresholds are exceeded
  • Spend visibility across all orchestrated tasks

Use cases

  • Shared team budgets for AI-assisted development
  • Per-PR spend caps in CI pipelines
  • Personal daily limits for exploratory agent work

Ready to orchestrate?

Installation guide and CLI — coming soon.

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