Runaway Guard: AI Cost Safety

•
41k
•

Enforces strict cost-safety discipline and budget invariants for paid AI and inference API calls to prevent runaway billing incidents.

Runaway Guard is a specialized FinOps skill for AI developers that treats API cost as a core technical constraint alongside time and space complexity. It mandates a rigorous pre-write protocol before any paid API code is generated, requiring developers to define explicit cost contracts, concrete iteration bounds, and provider-side hard caps. By auditing for amplifier patterns like unbounded retries, self-rescheduling jobs, or missing idempotency keys, it ensures that logical bugs do not manifest as catastrophic financial surprises, protecting development budgets from accidental overages.

主な機能

01Automated audit for cost amplifiers like unbounded retries and recursion
02Verification of provider-side hard caps for OpenAI, Anthropic, and Fal.ai
03Explicit integer-based iteration bounds for loops and fan-outs
0440,674 GitHub stars
05Implementation of idempotency keys for all billing-sensitive mutations
06Mandatory cost contracts for every paid API call site

ユースケース

01Implementing FinOps best practices within agentic workflows and background jobs
02Auditing pull requests for potential wallet-draining bugs in API integration logic
03Preventing unexpected bills from looped or fanned-out AI inference calls