Real-time API spending firewall and anomaly detection for AI developer toolchains to prevent fraud.

Market Catalyst & News Trigger

"Hackers hit AI coding tool OpenCode, running up charges on users’ AI accounts"

The Workflow Friction

Developers face uncontrolled financial exposure and security breaches from compromised AI coding agent credentials.

Problem Summary

Real-world problem signal validation.

One-Shot MVP Builder Blueprint (48 Hours)

Proxy layer intercepting AI API calls to enforce dynamic spend caps and block anomalous request patterns.

Recommended Developer Tech Stack

• Go
• Kafka
• PostgreSQL