Teleodynamic Agent Substrate Foundation

• Research substrate only; no unrestricted autonomous execution.
• Generated or submitted code is represented as inert metadata and is never executed on the host.
• Outbound network posture is default-deny until a scoped, short-lived operator grant exists.
• No blind imports, hidden tool execution, or automatic self-modification of production code.
• No claim of AGI, consciousness, sentience, artificial life, biological agency, or proven teleodynamic intelligence.
• Every advanced capability is bounded, reversible, auditable, and requires human review before protected mutation.

{
  "auditTrace": {
    "actor": "deterministic-substrate-fixture",
    "generated_at": "2026-06-03T00:00:00Z",
    "production_mutated": false,
    "reasons": [
      "resource affordability",
      "rollback required",
      "human review required"
    ],
    "summary": "Retire recorded as a bounded slow-loop decision; no production code or memory was changed.",
    "trace_id": "td-action-51fb1fd6849b"
  },
  "capabilityState": "implemented",
  "constraints": [
    {
      "active": true,
      "constraint_id": "td-constraint-quarantine",
      "evidence_ref": "pipeline-stage-quarantine",
      "label": "Quarantine before adoption",
      "maintenance_burden": 3.2
    },
    {
      "active": true,
      "constraint_id": "td-constraint-rollback",
      "evidence_ref": "pipeline-stage-rollback",
      "label": "Rollback evidence before commit",
      "maintenance_burden": 4.5
    },
    {
      "active": true,
      "constraint_id": "td-constraint-egress-deny",
      "evidence_ref": "mcp-gateway-contract",
      "label": "Default-deny network egress",
      "maintenance_burden": 2.7
    }
  ],
  "domainModels": [
    "TeleodynamicSubstrate",
    "TeleodynamicFastLoopState",
    "TeleodynamicSlowLoopState",
    "TeleodynamicResourceBudget",
    "TeleodynamicConstraint",
    "TeleodynamicStructuralCandidate",
    "TeleodynamicStructuralAction",
    "TeleodynamicAuditTrace",
    "TeleodynamicPhaseState",
    "TeleodynamicViabilityStatus"
  ],
  "fastLoop": {
    "adaptation_signal": 0.71,
    "entropy_signal": 0.33,
    "loop_id": "td-fast-loop-demo",
    "notes": "Continuous adaptation is represented as fixture telemetry over a temporarily fixed structure.",
    "predictive_success": 0.64,
    "structure_locked": true
  },
  "generatedAt": "2026-06-03T00:00:00Z",
  "ok": true,
  "phaseState": {
    "active_constraint_count": 3,
    "blocked_action_count": 4,
    "budget_level": 55.3,
    "label": "phase_locked_with_review_hold",
    "maintenance_burden": 10.4,
    "phase_id": "td-phase-lock-demo"
  },
  "productionMutated": false,
  "resourceAfterSelectedAction": {
    "baseline_decay": 1.8,
    "budget_id": "td-budget-substrate-demo",
    "current": 59.88,
    "maintenance_tax": 6.4,
    "phase_state": "phase_locked",
    "predictive_success_reward": 9.5,
    "viability_floor": 24.0
  },
  "resourceBudget": {
    "baseline_decay": 1.8,
    "budget_id": "td-budget-substrate-demo",
    "current": 62.0,
    "maintenance_tax": 6.4,
    "phase_state": "phase_locked",
    "predictive_success_reward": 9.5,
    "viability_floor": 24.0
  },
  "safetyBoundaries": [
    "Research substrate only; no unrestricted autonomous execution.",
    "Generated or submitted code is represented as inert metadata and is never executed on the host.",
    "Outbound network posture is default-deny until a scoped, short-lived operator grant exists.",
    "No blind imports, hidden tool execution, or automatic self-modification of production code.",
    "No claim of AGI, consciousness, sentience, artificial life, biological agency, or proven teleodynamic intelligence.",
    "Every advanced capability is bounded, reversible, auditable, and requires human review before protected mutation."
  ],
  "selectedAction": {
    "action": "Retire",
    "action_id": "td-action-51fb1fd6849b",
    "human_audit_summary": "Retire recorded as a bounded slow-loop decision; no production code or memory was changed.",
    "machine_audit_record": {
      "action": "Retire",
      "candidateId": "td-candidate-retire-duplicate",
      "confusionSignal": 0.18,
      "entropySignal": 0.22,
...