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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 75 OF 320 collective_motion_ballot Async enhancement

Macro-Epic & Kaggle DAG (aq75_orchestrate_macro_epic_dag)

Compiles large multi-stage tasks (such as full Kaggle competitions) into typed-edge component DAGs where multiple agents and parameter grids compete per node while preserving upstream/downstream compatibility.

Typed Port ContractsMulti-Agent + Grid SlotsPareto Winner Wire
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

Kahn DAG compiler, port-contract validator & per-vertex Pareto/CV promoter

Substrate: db_atomic · p99 Claim Target: ≤ 5 ms · Phase: 73 - 76 Proxy Short-Circuit Queue, Deterministic Evaluators & Kaggle Macro-Epics

AI Agent (1..6)

Model-Guided Escalation & Synthesis Role

Stage solver (EDA, features, model folds, ensembling) & DAG architect

5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.

Enforced Category State Machine: collective_motion_ballot

Commit Invariant: Records motions, blinded ballots, explicit minority dissent, and ratified DecisionRecords.

Architectural Problem Solved: Enforces durable cooperation, psychometric frontier tracking, and self-enriching multi-facet catalog evaluation.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq75_orchestrate_macro_epic_dag/enqueue
{
  "queue_category": "collective_motion_ballot",
  "priority": 80,
  "payload": { "stage": "75", "objective": "Macro-Epic & Kaggle DAG" }
}
← Stage 74: Deterministic Evaluators View in Single-Page Master Blueprint Stage 76: Cut-Preserving Post-Split →