Failure‑Drill Your AI Platform Trial: Three Injections, One Scorecard

说明与用途

使用本地代理注入延迟、阻塞和配额耗尽的测试协议，以评估免费 AI 计划的弹性。

问题

Teams using free AI platform tiers often fail to detect and recover from latency, blocking, or quota‑exhaustion failures, leading to hangs or crashes during trials.

结果

Teams can quantify detection and recovery latency for free‑tier failures, enabling better resilience planning.

工作流

• 1. Save the provided drill_proxy.py script.
• 2. Configure the proxy with target endpoint, mode (latency/block/quota), and quota limit if needed.
• 3. Point your AI agent to the proxy instead of the real endpoint.
• 4. Run each injection mode for 15 minutes, observing agent behavior.
• 5. Record how long it takes to notice the failure and how the agent recovers.
• 6. Use the results to adjust monitoring, retry logic, or fallback strategies.

证据

The drill simulates the three failure modes that kill free‑tier trials: latency, block, quota.

来源