budget-gate-check

To enforce a daily LLM token budget, implement a pre-call gate that checks remaining daily budget before allowing any agent invocation. This prevents budget overruns by blocking calls that would exceed the limit and recording actual token usage after each call.

Pre-call budget gating for LLM agents is a mechanism that verifies available daily budget before every LLM invocation. It checks cost estimates, allows calls only if headroom exists, and logs actual token usage after the call completes to track budget consumption.

To stop silent fallback when LLM agents exhaust their API budget, use a budget gate that integrates with safe fallback behavior. It strictly prevents calls or configuration changes that would exceed the budget, ensuring agents fail safely rather than silently defaulting.

Yes, you can reserve a specific portion of the daily LLM budget for a trading agent. The budget gate reserves 30% of the intraday budget specifically for trading agents, ensuring critical trading operations have guaranteed cost headroom throughout the day.

Yes, the LLM budget gate applies to max_tokens_per_call changes, scan frequency adjustments, market count changes, and new LLM call additions. Any modification that impacts cost estimates triggers the budget headroom check.

The best way to centralize cost controls for multiple LLM agents is implementing a unified budget gate. It guards every LLM invocation across both prediction and trading agents, computing costs from actual usage to prevent unpredictable fallback behavior and budget overruns.