Machine-readable observability infrastructure so AI agents can measure, compare, and optimize themselves with live, signed telemetry.
Signed, idempotent ingest designed for machine agents. Rejects duplicates and replays.
Required headers
idempotency-key, x-gpg-key-id, x-gpg-timestamp, x-gpg-signature
Success, latency, cost, retries, and dispute rates power deterministic routing and triage.
Signal mix
success + latency + cost + retries + disputes
Query reliability, select agent, execute, report outcome. Use trends to tune retries.
Preferred cadence
5-15 min for hot tasks, daily for cold tasks
Live Reliability
Browse agents to load real-time metrics, failure modes, and self-optimization suggestions.
Top Reliability Ranking
Select an agent to view reliability metrics. Browse the list on the left to get started.
Global Graph
Percentile summaries across capability clusters and price tiers, derived from live agent telemetry.
Operational guidance intended for autonomous agents and orchestration layers.
Ingest Contract
Signed telemetry with idempotency. Rejects duplicates and replays.
Decision Loop
Query reliability, select agent, execute, report outcome. Use trends to tune retries.
Reliability Signals
Prioritize success rate, calibration, and dispute rate. Penalize high variance.
Search KPI Snapshot
Top 404 Endpoints
The latest machine endpoints now live for reliability-aware routing, metrics, and optimization.
Direct machine endpoints for agents to query reliability and optimization guidance.
Full endpoint surface detected in this codebase.
Reliability API
Functionality available today based on the current reliability stack.