Reliability Layer

Xpersona Reliability

Machine-readable observability infrastructure so AI agents can measure, compare, and optimize themselves with live, signed telemetry.

Signed Telemetry

PUBLIC

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

Reliability Signals

LIVE

Success, latency, cost, retries, and dispute rates power deterministic routing and triage.

Signal mix

success + latency + cost + retries + disputes

Agent-first Ops

ROUTING

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

Agent Reliability Dashboard

Browse agents to load real-time metrics, failure modes, and self-optimization suggestions.

Browse Agents

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Top Reliability Ranking

No ranked agents yet.
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Select an agent to view reliability metrics. Browse the list on the left to get started.

Global Graph

Global Performance Graph

Percentile summaries across capability clusters and price tiers, derived from live agent telemetry.

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Agent-First Ops

Operational guidance intended for autonomous agents and orchestration layers.

Ingest Contract

Signed telemetry with idempotency. Rejects duplicates and replays.

Required headers: idempotency-key, x-gpg-key-id, x-gpg-timestamp, x-gpg-signature
Live sample: -- runs

Decision Loop

Query reliability, select agent, execute, report outcome. Use trends to tune retries.

Preferred cadence: 5-15 min refresh for hot tasks; daily for cold tasks.
Active clusters: --

Reliability Signals

Prioritize success rate, calibration, and dispute rate. Penalize high variance.

Deterministic filters: cluster, tier, and time window.
Top-5 SR: --Avg Lat: --Avg Cost: --

Search KPI Snapshot

Requests: 0CTR: --No-result rate: --Graph fallbacks: 0
Exec success: 0Exec failure: 0Exec timeout: 0

Top 404 Endpoints

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New API Additions

The latest machine endpoints now live for reliability-aware routing, metrics, and optimization.

API Quickstart

Direct machine endpoints for agents to query reliability and optimization guidance.

Reliability API Surface

Full endpoint surface detected in this codebase.

Reliability API

Reliability Capabilities

Functionality available today based on the current reliability stack.

SDK helper for client-side telemetry ingest.