ping-guard
AI observability framework for structured logging and health monitoring.
AI Systems Fail Silently and Unpredictably
Traditional APM tools weren't built for AI. They miss the things that matter: agent health, LLM call failures, context window overflows, and downstream cascade failures. By the time you notice something is wrong, users already have.
The Status Quo
- Generic APM tools ignore AI-specific failure modes
- Logs are unstructured; hard to filter by agent or call chain
- No automatic recovery from transient failures
- Alerts fire after users are already impacted
With ping-guard
- Health checks designed for AI agent lifecycle
- Structured, queryable logs with agent context
- Self-healing retries with configurable backoff
- Proactive alerts before degradation becomes failure
Logs That Tell You What Actually Happened
Observability Built for AI
Health Monitoring
Continuous health checks against every agent and service in your stack. Configurable check intervals, thresholds, and alert channels. Know the moment something degrades, not after it breaks.
Structured Logging
Every event is a structured JSON record with agent ID, call chain, latency, and outcome. Filter by agent, search by error type, stream to your preferred logging backend.
Self-Healing
Configure automatic retries with exponential backoff, circuit breakers, and fallback strategies. Many failures never reach your users because ping-guard handled them silently first.
Project-Agnostic
TypeScript. Any framework. ping-guard integrates via a lightweight SDK that stays out of your critical path but watches everything happening around it.
Deploy in Minutes. Observe Forever.
Wrap Your Agents
Add the ping-guard SDK to your project. Wrap your agent calls with the guard decorator or middleware. Zero change to your business logic.
Configure Health Checks
Define what "healthy" means for each agent: acceptable latency, required uptime, expected response shape. ping-guard enforces these continuously.
Let ping-guard Handle the Rest
Structured logs flow to your chosen destination. Alerts fire on your configured channels. Self-healing kicks in for transient failures. You get visibility without operational overhead.
Pair ping-guard with Other ThriveCraft Products
Stop Flying Blind.
Start with ping-guard.
MIT licensed. Self-hostable. Open source. Alpha release.