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834 lines
31 KiB
JSON
834 lines
31 KiB
JSON
{
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|
"change_production_routing"
|
|
],
|
|
"generated_at": "2026-06-26T03:42:28.649759+00:00",
|
|
"inputs": {
|
|
"candidate_registry_schema_version": "agent_replacement_candidates_v1",
|
|
"discovery_classification_generated_at": "2026-06-26T03:41:46.640326+00:00",
|
|
"integration_review_generated_at": "2026-06-26T03:41:38.289424+00:00",
|
|
"promotion_review_generated_at": "2026-06-26T03:41:56.349330+00:00",
|
|
"watch_report_generated_at": "2026-06-26T03:41:17.266599+00:00"
|
|
},
|
|
"market_watch_health": {
|
|
"blocked_from_integration": 5,
|
|
"freshness_sla_hours": 168,
|
|
"operator_blockers": [
|
|
"integration_queue_not_empty"
|
|
],
|
|
"source_failures_block_priority_upgrade": false,
|
|
"stale_after": "2026-06-29T15:00:00+08:00",
|
|
"stale_grace_hours": 6,
|
|
"status": "blocked"
|
|
},
|
|
"next_allowed_actions": [
|
|
"continue_weekly_primary_source_market_watch",
|
|
"rerun_existing_replay_only_after_evidence_or_adapter_change"
|
|
],
|
|
"operator_decision_queue": [
|
|
{
|
|
"approval_boundary": {
|
|
"market_scorecard_update_required": false,
|
|
"paid_api_approval_required": true,
|
|
"priority_upgrade_required": false,
|
|
"production_routing_approval_required": true,
|
|
"replacement_adr_required": true,
|
|
"replay_approval_required": true,
|
|
"sdk_install_approval_required": true,
|
|
"shadow_or_canary_approval_required": true
|
|
},
|
|
"candidate_id": "claude_agent_sdk_remediator",
|
|
"display_name": "Claude Agent SDK Remediator",
|
|
"evidence_refs": [
|
|
"docs/evaluations/agent_claude_remediator_replay_summary_2026-06-02.json"
|
|
],
|
|
"priority": 10,
|
|
"queue_status": "blocked_needs_evidence",
|
|
"recommended_action": "refresh_scorecard_then_offline_replay_or_promotion_gate",
|
|
"risk_notes": [
|
|
"Best fit is code and DevOps remediation, not necessarily central incident arbitration.",
|
|
"API cost, subscription separation, and vendor boundary must be validated.",
|
|
"changed_sources_reviewed_by_operator",
|
|
"market_scorecard_refreshed_if_primary_sources_changed_semantically",
|
|
"no_sdk_install_without_dependency_approval",
|
|
"no_paid_provider_use_without_cost_and_data_boundary_approval"
|
|
]
|
|
},
|
|
{
|
|
"approval_boundary": {
|
|
"market_scorecard_update_required": false,
|
|
"paid_api_approval_required": false,
|
|
"priority_upgrade_required": false,
|
|
"production_routing_approval_required": true,
|
|
"replacement_adr_required": true,
|
|
"replay_approval_required": true,
|
|
"sdk_install_approval_required": true,
|
|
"shadow_or_canary_approval_required": true
|
|
},
|
|
"candidate_id": "crewai_flows_crews",
|
|
"display_name": "CrewAI Flows + Crews",
|
|
"evidence_refs": [],
|
|
"priority": 10,
|
|
"queue_status": "blocked_needs_evidence",
|
|
"recommended_action": "create_no_sdk_no_api_adapter_then_offline_replay",
|
|
"risk_notes": [
|
|
"Better for rapid automation teams than high-risk production AIOps core.",
|
|
"Durability, strict audit, and permission boundary must be proven in replay.",
|
|
"changed_sources_reviewed_by_operator",
|
|
"market_scorecard_refreshed_if_primary_sources_changed_semantically",
|
|
"no_sdk_install_without_dependency_approval",
|
|
"no_paid_provider_use_without_cost_and_data_boundary_approval"
|
|
]
|
|
},
|
|
{
|
|
"approval_boundary": {
|
|
"market_scorecard_update_required": false,
|
|
"paid_api_approval_required": true,
|
|
"priority_upgrade_required": false,
|
|
"production_routing_approval_required": true,
|
|
"replacement_adr_required": true,
|
|
"replay_approval_required": true,
|
|
"sdk_install_approval_required": true,
|
|
"shadow_or_canary_approval_required": true
|
|
},
|
|
"candidate_id": "nemo_nemotron_fabric",
|
|
"display_name": "NVIDIA NeMo Agent Toolkit + Nemotron Fabric",
|
|
"evidence_refs": [
|
|
"nvidia/llama-3.3-nemotron-super-49b-v1.5",
|
|
"docs/evaluations/agent_nemotron_contract_tuned_49b_v15_smoke_gate_2026-06-02.json",
|
|
"docs/evaluations/agent_nemotron_contract_tuned_smoke_matrix_2026-06-02.json"
|
|
],
|
|
"priority": 10,
|
|
"queue_status": "blocked_needs_evidence",
|
|
"recommended_action": "refresh_source_evidence_then_5_record_smoke_only",
|
|
"risk_notes": [
|
|
"Needs AWOOOI-specific HITL and dangerous-action policy integration.",
|
|
"GPU/NIM operating cost must be compared against current local inference.",
|
|
"changed_sources_reviewed_by_operator",
|
|
"market_scorecard_refreshed_if_primary_sources_changed_semantically",
|
|
"no_sdk_install_without_dependency_approval",
|
|
"no_paid_provider_use_without_cost_and_data_boundary_approval"
|
|
]
|
|
},
|
|
{
|
|
"approval_boundary": {
|
|
"market_scorecard_update_required": true,
|
|
"paid_api_approval_required": false,
|
|
"priority_upgrade_required": true,
|
|
"production_routing_approval_required": true,
|
|
"replacement_adr_required": true,
|
|
"replay_approval_required": true,
|
|
"sdk_install_approval_required": true,
|
|
"shadow_or_canary_approval_required": true
|
|
},
|
|
"candidate_id": "agentos_framework",
|
|
"display_name": "AgentOS Framework",
|
|
"evidence_refs": [],
|
|
"priority": 40,
|
|
"queue_status": "watch_only_blocked",
|
|
"recommended_action": "continue_watch_only_until_primary_source_evidence_is_sufficient",
|
|
"risk_notes": [
|
|
"integration_review_must_confirm_watch_only_stage",
|
|
"discovery_classification_must_recommend_watch_addition"
|
|
]
|
|
},
|
|
{
|
|
"approval_boundary": {
|
|
"market_scorecard_update_required": true,
|
|
"paid_api_approval_required": true,
|
|
"priority_upgrade_required": true,
|
|
"production_routing_approval_required": true,
|
|
"replacement_adr_required": true,
|
|
"replay_approval_required": true,
|
|
"sdk_install_approval_required": true,
|
|
"shadow_or_canary_approval_required": true
|
|
},
|
|
"candidate_id": "bernstein_agent_governance",
|
|
"display_name": "Bernstein Agent Governance",
|
|
"evidence_refs": [],
|
|
"priority": 40,
|
|
"queue_status": "watch_only_blocked",
|
|
"recommended_action": "continue_watch_only_until_primary_source_evidence_is_sufficient",
|
|
"risk_notes": [
|
|
"candidate missing from current market scorecard",
|
|
"discovery_classification_must_recommend_watch_addition",
|
|
"changed_sources_reviewed_by_operator",
|
|
"market_scorecard_refreshed_if_primary_sources_changed_semantically",
|
|
"no_sdk_install_without_dependency_approval",
|
|
"no_paid_provider_use_without_cost_and_data_boundary_approval"
|
|
]
|
|
},
|
|
{
|
|
"approval_boundary": {
|
|
"market_scorecard_update_required": true,
|
|
"paid_api_approval_required": false,
|
|
"priority_upgrade_required": true,
|
|
"production_routing_approval_required": true,
|
|
"replacement_adr_required": true,
|
|
"replay_approval_required": true,
|
|
"sdk_install_approval_required": true,
|
|
"shadow_or_canary_approval_required": true
|
|
},
|
|
"candidate_id": "hermes_agent_personal_platform",
|
|
"display_name": "NousResearch Hermes Agent",
|
|
"evidence_refs": [],
|
|
"priority": 40,
|
|
"queue_status": "watch_only_blocked",
|
|
"recommended_action": "continue_watch_only_until_primary_source_evidence_is_sufficient",
|
|
"risk_notes": [
|
|
"integration_review_must_confirm_watch_only_stage",
|
|
"discovery_classification_must_recommend_watch_addition"
|
|
]
|
|
},
|
|
{
|
|
"approval_boundary": {
|
|
"market_scorecard_update_required": true,
|
|
"paid_api_approval_required": false,
|
|
"priority_upgrade_required": true,
|
|
"production_routing_approval_required": true,
|
|
"replacement_adr_required": true,
|
|
"replay_approval_required": true,
|
|
"sdk_install_approval_required": true,
|
|
"shadow_or_canary_approval_required": true
|
|
},
|
|
"candidate_id": "microsoft_agent_governance_toolkit",
|
|
"display_name": "Microsoft Agent Governance Toolkit",
|
|
"evidence_refs": [],
|
|
"priority": 40,
|
|
"queue_status": "watch_only_blocked",
|
|
"recommended_action": "continue_watch_only_until_primary_source_evidence_is_sufficient",
|
|
"risk_notes": [
|
|
"integration_review_must_confirm_watch_only_stage",
|
|
"discovery_classification_must_recommend_watch_addition"
|
|
]
|
|
},
|
|
{
|
|
"approval_boundary": {
|
|
"market_scorecard_update_required": true,
|
|
"paid_api_approval_required": false,
|
|
"priority_upgrade_required": true,
|
|
"production_routing_approval_required": true,
|
|
"replacement_adr_required": true,
|
|
"replay_approval_required": true,
|
|
"sdk_install_approval_required": true,
|
|
"shadow_or_canary_approval_required": true
|
|
},
|
|
"candidate_id": "pydantic_deepagents",
|
|
"display_name": "Pydantic DeepAgents",
|
|
"evidence_refs": [],
|
|
"priority": 40,
|
|
"queue_status": "watch_only_blocked",
|
|
"recommended_action": "continue_watch_only_until_primary_source_evidence_is_sufficient",
|
|
"risk_notes": [
|
|
"integration_review_must_confirm_watch_only_stage",
|
|
"discovery_classification_must_recommend_watch_addition"
|
|
]
|
|
},
|
|
{
|
|
"approval_boundary": {
|
|
"market_scorecard_update_required": true,
|
|
"paid_api_approval_required": true,
|
|
"priority_upgrade_required": true,
|
|
"production_routing_approval_required": true,
|
|
"replacement_adr_required": true,
|
|
"replay_approval_required": true,
|
|
"sdk_install_approval_required": true,
|
|
"shadow_or_canary_approval_required": true
|
|
},
|
|
"candidate_id": "thclaws_agent_harness",
|
|
"display_name": "thClaws Agent Harness",
|
|
"evidence_refs": [],
|
|
"priority": 40,
|
|
"queue_status": "watch_only_blocked",
|
|
"recommended_action": "continue_watch_only_until_primary_source_evidence_is_sufficient",
|
|
"risk_notes": [
|
|
"candidate missing from current market scorecard",
|
|
"discovery_classification_must_recommend_watch_addition",
|
|
"changed_sources_reviewed_by_operator",
|
|
"market_scorecard_refreshed_if_primary_sources_changed_semantically",
|
|
"no_sdk_install_without_dependency_approval",
|
|
"no_paid_provider_use_without_cost_and_data_boundary_approval"
|
|
]
|
|
},
|
|
{
|
|
"approval_boundary": {
|
|
"market_scorecard_update_required": true,
|
|
"paid_api_approval_required": false,
|
|
"priority_upgrade_required": true,
|
|
"production_routing_approval_required": true,
|
|
"replacement_adr_required": true,
|
|
"replay_approval_required": true,
|
|
"sdk_install_approval_required": true,
|
|
"shadow_or_canary_approval_required": true
|
|
},
|
|
"candidate_id": "google_adk_stack",
|
|
"display_name": "Google Agent Development Kit Stack",
|
|
"evidence_refs": [],
|
|
"priority": 60,
|
|
"queue_status": "registered_no_review",
|
|
"recommended_action": "continue_weekly_primary_source_market_watch",
|
|
"risk_notes": []
|
|
},
|
|
{
|
|
"approval_boundary": {
|
|
"market_scorecard_update_required": true,
|
|
"paid_api_approval_required": false,
|
|
"priority_upgrade_required": true,
|
|
"production_routing_approval_required": true,
|
|
"replacement_adr_required": true,
|
|
"replay_approval_required": true,
|
|
"sdk_install_approval_required": true,
|
|
"shadow_or_canary_approval_required": true
|
|
},
|
|
"candidate_id": "langgraph_incident_kernel",
|
|
"display_name": "LangGraph Incident Kernel",
|
|
"evidence_refs": [
|
|
"docs/evaluations/agent_langgraph_replay_summary_2026-06-02.json"
|
|
],
|
|
"priority": 60,
|
|
"queue_status": "registered_no_review",
|
|
"recommended_action": "continue_weekly_primary_source_market_watch",
|
|
"risk_notes": []
|
|
},
|
|
{
|
|
"approval_boundary": {
|
|
"market_scorecard_update_required": true,
|
|
"paid_api_approval_required": false,
|
|
"priority_upgrade_required": true,
|
|
"production_routing_approval_required": true,
|
|
"replacement_adr_required": true,
|
|
"replay_approval_required": true,
|
|
"sdk_install_approval_required": true,
|
|
"shadow_or_canary_approval_required": true
|
|
},
|
|
"candidate_id": "microsoft_agent_framework",
|
|
"display_name": "Microsoft Agent Framework",
|
|
"evidence_refs": [],
|
|
"priority": 60,
|
|
"queue_status": "registered_no_review",
|
|
"recommended_action": "continue_weekly_primary_source_market_watch",
|
|
"risk_notes": []
|
|
},
|
|
{
|
|
"approval_boundary": {
|
|
"market_scorecard_update_required": true,
|
|
"paid_api_approval_required": false,
|
|
"priority_upgrade_required": true,
|
|
"production_routing_approval_required": true,
|
|
"replacement_adr_required": true,
|
|
"replay_approval_required": true,
|
|
"sdk_install_approval_required": true,
|
|
"shadow_or_canary_approval_required": true
|
|
},
|
|
"candidate_id": "openai_agents_sdk_coordinator",
|
|
"display_name": "OpenAI Agents SDK Coordinator",
|
|
"evidence_refs": [
|
|
"docs/evaluations/agent_openai_coordinator_replay_summary_2026-06-02.json"
|
|
],
|
|
"priority": 60,
|
|
"queue_status": "registered_no_review",
|
|
"recommended_action": "continue_weekly_primary_source_market_watch",
|
|
"risk_notes": []
|
|
},
|
|
{
|
|
"approval_boundary": {
|
|
"market_scorecard_update_required": false,
|
|
"paid_api_approval_required": false,
|
|
"priority_upgrade_required": false,
|
|
"production_routing_approval_required": true,
|
|
"replacement_adr_required": true,
|
|
"replay_approval_required": false,
|
|
"sdk_install_approval_required": false,
|
|
"shadow_or_canary_approval_required": false
|
|
},
|
|
"candidate_id": "openclaw_incumbent",
|
|
"display_name": "OpenClaw incumbent",
|
|
"evidence_refs": [],
|
|
"priority": 90,
|
|
"queue_status": "baseline_protected",
|
|
"recommended_action": "keep_openclaw_as_production_decision_core_until_formal_replacement_adr",
|
|
"risk_notes": [
|
|
"no_candidate_has_formal_replacement_approval"
|
|
]
|
|
}
|
|
],
|
|
"policy": {
|
|
"market_scorecard_update_approved": false,
|
|
"paid_api_calls_approved": false,
|
|
"priority_upgrade_approved": false,
|
|
"production_changes_approved": false,
|
|
"replacement_decision_allowed": false,
|
|
"replay_candidate_approved": false,
|
|
"sdk_installation_approved": false,
|
|
"shadow_or_canary_approved": false,
|
|
"snapshot_is_decision_source": false
|
|
},
|
|
"schema_version": "agent_market_governance_snapshot_v1",
|
|
"summary": {
|
|
"blocked_from_integration": 5,
|
|
"candidate_count": 13,
|
|
"changed_candidates": 5,
|
|
"eligible_for_market_scorecard_prescreen": 0,
|
|
"integration_queue_count": 5,
|
|
"market_scorecard_updates_approved": 0,
|
|
"paid_api_calls_approved": 0,
|
|
"priority_upgrades_approved": 0,
|
|
"production_changes_approved": 0,
|
|
"recommended_watch_additions_remaining": 0,
|
|
"replacement_decisions_approved": 0,
|
|
"replay_candidates_approved": 0,
|
|
"sdk_installations_approved": 0,
|
|
"shadow_or_canary_approved": 0,
|
|
"source_count": 36,
|
|
"source_failures": 0,
|
|
"watch_only_candidates_reviewed": 6
|
|
}
|
|
}
|