Architecture Review

Expected Output Package

The review presents a package Synantix would return for implementation planning: risk map, inference profile, telemetry mount plan, and interpretation contract.

{
  "review_id": "vanth-arch-2026-06-sx-4419",
  "instrument": "VANTH_Inference_Core",
  "recommended_profile": {
    "cognitive_mode": "pressure-based",
    "inference_depth": "layered",
    "ambiguity_tolerance": 0.89,
    "pressure_window": "900s"
  },
  "review_domains": [
    "telemetry_lineage",
    "container_boundary",
    "ambiguous_input_handling",
    "inferred_vector_schema",
    "operator_escalation"
  ],
  "deliverables": [
    "architecture-risk-map",
    "docker-runtime-profile",
    "inference-output-contract",
    "failure-pattern-interpretation"
  ]
}