Autonomous agents like OpenClaw operate without continuous human oversight. frugAI provides a deterministic interception layer to audit, prune, and control every token before it hits your enterprise invoice.
Natively Compatible With
Autonomous agents often enter "circular reasoning" loops, consuming thousands of tokens repeating the same logic. frugAI detects semantic repetition at the gateway, killing rogue processes instantly.
Semantic Loop Detection
Identifies when an agent is stuck in an expensive recursive loop.
Token Pruning
Automatically strips redundant history from long-running OpenClaw sessions.
Who owns your agent spend?
Map every autonomous request to a specific department or engineer. No more anonymous billing spikes from orphaned agents.
Set hard limits on per-task budgets. If an OpenClaw agent exceeds its project allocation, frugAI safely pauses the workflow.
Audit-ready logs of every agent interaction. Perfect for regulated industries deploying autonomous AI.
Most companies overpay for LLMs by 30-50% due to inefficient context handling. frugAI pays for itself within the first 48 hours of integration.
Cost Projection
Early access beta is now open for engineering teams running autonomous AI in production.