
Most OpenAPI specs are written once and forgotten. By the time agents try to use them, they're months out of date. Agents hit endpoints that don't exist, miss ones that do.
When an agent fails, you get a generic error. You don't know if it was a schema mismatch, an undocumented endpoint, or a response that changed silently two deployments ago.
Without data on where agents actually fail, refactoring is guesswork. Teams spend weeks improving things that don't matter while the real problems persist.
Open API Specs
Treblle generates OpenAPI specs from live traffic. No manual maintenance. Specs never drift from what agents actually see.
See where agents are hitting endpoint bottlenecks. Refactor based on data, not assumptions.
See which endpoints cause agent failures in real-time.
Fix what matters most, based on impact.
Track agent success rates before and after changes.
Treblle generates specs from live traffic the moment your API is running. No documentation sprint. No manual OpenAPI review cycle. Agents start consuming the day you ship.
Treblle Observability
Headless architecture removes the human in the loop. There's no browser console to catch a broken response, no user to report an error. Treblle's observability replaces that oversight: every agent request, every response, every failure, in real time.
All Systems Operational
Gartner: Magic Quadrant, 2025
Gartner AI API Strategy, 2025
Everest Group: Enterprise App Integration Platforms, 2026