Delx – Ops protocol for AI agent failure recovery and monitoring

Summary: Delx detects AI agent failures like retry storms, context overflow, and silent errors, converting them into recovery plans, reliability scores, and controller-ready updates. It offers free core recovery, heartbeat monitoring, and 10 utility tools accessible via MCP, A2A, REST, or CLI, with premium controller artifacts available through micropayments.

What it does

Delx monitors AI agents for failures and transforms incidents into structured recovery plans and reliability metrics. It provides tools such as JSON validation and token counting accessible through multiple protocols and interfaces.

Who it's for

Developers and operators managing AI agents who need to detect and recover from silent failures and operational issues.

Why it matters

It addresses unnoticed AI agent failures by enabling proactive recovery and reliability assessment to maintain system stability.