phoenix-objects / evidence /ai_infra_command.json
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{
"status": "ok",
"generated_at": "2026-09-30T16:03:59+00:00",
"claim_state": "DERIVED_DASHBOARD",
"claim_boundary": "Aggregated infrastructure dashboard. Not procurement advice. Not outage forecast.",
"sections": {
"provider_trust": {
"avoid": 1,
"optimal": 3,
"insufficient_evidence": 7,
"review": 2
},
"mcp_churn": {
"date": "2026-09-29",
"added": 12,
"removed": 5,
"modified": 16,
"total_servers": 1379,
"churn_rate": 2.39,
"volatility": "ACTIVE",
"computed_at": "2026-09-29T10:36:40+00:00"
},
"mcp_operator_risk": {
"operators": 50,
"high_churn": 3,
"watch": 2
},
"mcp_brief": {
"headline": "MCP registry is ACTIVE with 2.39% churn on 2026-09-29"
},
"supply_chain": {
"count": 21,
"noise_filtered": 4,
"category_counts": {
"chips": 4,
"compute": 6,
"gpu_hardware": 5,
"ma": 1,
"noise": 4,
"policy": 1,
"pricing": 3,
"trade": 1
}
},
"infrastructure_weather": {
"condition": "WATCH",
"score": 35,
"reasons": [
"22 high/critical incidents in 7d",
"probe local outages exist"
]
},
"availability_reference": {
"self_uptime": 99.838,
"local_outages": 3
},
"self_audit": {
"critical": 1,
"checks": 7
},
"demand": {
"top_family": "other",
"top_downloads": 7111
}
},
"recommended_actions": [
{
"id": "mcp_dependency_watch",
"priority": "high",
"reason": "MCP churn is a measured signal of agent infrastructure volatility.",
"next": "Use MCP churn brief and operator risk for dependency review."
},
{
"id": "provider_reliability_surface",
"priority": "high",
"reason": "HF demand router shows provider reliability is a leading demand family.",
"next": "Keep provider reliability landing prominent."
},
{
"id": "supply_chain_monitor",
"priority": "medium",
"reason": "Supply-chain signals are now noise-filtered and signed.",
"next": "Create Phoenix object for latest supply-chain snapshot."
}
],
"inputs": {
"trust_grid": "trust_grid.json",
"mcp_churn": "mcp_churn_index.json",
"mcp_operator_risk": "mcp_operator_risk.json",
"mcp_churn_brief": "mcp_churn_brief.json",
"supply_chain": "supply_chain_signals.json",
"weather": "infrastructure_weather.json",
"availability": "probe_decontam.json",
"self_audit": "self_audit.json",
"demand": "hf_demand_router.json"
}
}