AI coding

Budgeting agent runs and workflows

• Blocking a Run When the Budget Check Fails: Exit Codes and Logs
• Enforcing Budgets Across Child Agents and Sub-Tasks
• Reserving Rate-Limit Capacity Alongside Token Spend
• Setting a Maximum Review Cost per Agent Branch: A Policy Guide
• Setting a Per-Task Budget an Agent Cannot Exceed
• A Budget Ledger Schema: Reservations, Refunds, Charges
• A Fallback Path When the Reservation Broker Is Down
• Budgeting a Shadow Copy of Production Traffic
• Capping a Second-Pass Judge by Queue Depth
• Credits and Hard Stops for Customer-Facing Agents
• Failing Closed When the Budget Service Is Down
• Idempotency Keys for Reservation Holds and Releases
• Precedence of Budgets When Several Apply to One Run
• Prepaid Credits and Hard Stops for Customer-Facing Agents
• Pricing Review Capacity Back to the Teams That Consume It
• Quota Keys That Survive a Rename: Users, Teams and Tool Versions
• Reserving Command Minutes and Tokens in One Budget Ledger
• Retry Budgets That Stop a Loop Before It Drains the Account
• Setting a Per-Task Diff Budget an Agent Cannot Override
• Setting a Per-Task Token Cap an Agent Cannot Override
• Setting a Spend Cap per Customer for an AI Feature
• Setting Concurrency Limits per Customer: A Tiered Policy