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How Agent Status Works

Agent Status validates your AI agents by testing them from real devices around the world.

The Big Picture

Your Agent ←── Agent Status Validation ←── Real Device in Tokyo
           ←── Agent Status Validation ←── Real Device in London
           ←── Agent Status Validation ←── Real Device in New York
           ←── Agent Status Validation ←── Real Device in Lagos

Every check sends real requests to your agent from multiple geographic locations, measuring:

  • Reachability — Can we connect at all?
  • Latency — How fast does it respond?
  • Correctness — Is the response valid and sensible?

How a Check Works

  • Dispatch — Agent Status selects nodes matching your criteria
  • Validation — Each node sends your configured prompts
  • Validate — Responses checked via evaluation prompts and schema validation
  • Aggregate — Results combined into a single verdict
  • Alert — If status changes, webhooks fire and emails send
  • The Validation Stack

    Layer 1: Reachability

    • Can we reach the endpoint?
    • Does it return HTTP 200?
    • Does it respond within the timeout?

    Layer 2: Schema

    • Is the response valid JSON?
    • Does it match the expected format?
    • Are required fields present?

    Layer 3: Correctness (Evaluation Prompts)

    Deterministic prompts with known-correct answers:

    • "What is 2+2?" — Must contain "4"
    • "Return JSON: {x:1}" — Must be valid JSON
    • "Echo: hello" — Must contain "hello"

    Layer 4: Latency SLA

    • TTFB — Time to first byte
    • Total Latency — Full response time
    • P50/P95/P99 — Percentile tracking

    Verdicts

    VerdictMeaning
    UP≥95% reachability, ≥80% eval pass, SLA pass
    DEGRADEDPartial failures or SLA miss
    DOWN<20% reachability or majority failures

    Why Real Devices?

    Synthetic checks from data centers miss real-world issues:

    • ISP routing problems
    • CDN edge issues
    • Geographic DNS failures
    • Mobile network latency

    Agent Status uses actual devices running in homes and offices worldwide.

    What We Don't Do

    • We don't store your responses — Only metadata
    • We don't train on your data — Responses are validated and discarded
    • We don't access your system — We only call the endpoint you give us

    Need more help?

    Our support team is available to assist you

    Contact Support