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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
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
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
| Verdict | Meaning |
|---|---|
| UP | ≥95% reachability, ≥80% eval pass, SLA pass |
| DEGRADED | Partial 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
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