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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 316 OF 320 pre_turn_contract_routing Async enhancement

Fleet Harvest: Agent SDKs, 7-Stage RAG, DSPy & MCP/A2A (Promote) (aq316_catalog_harvest_agent_ra_4)

Separates SDKs, orchestrators, managed services, 7-stage RAG, optimizers, embeddings, and MCP/A2A servers.

Context Hydrate3-Tier BilateralSWHID Gate
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

Tier-0 Schema, CAS & Rational Invariant Checker

Substrate: db_atomic · p99 Claim Target: ≤ 6 ms · Phase: 313 - 316 Cooperation, Psychometrics & Fleet Catalog Phase 14

Cloud Ollama / Muse (Tier 1..2)

Model-Guided Escalation & Synthesis Role

Hybrid Synthesizer, Negotiator & Blinded Evaluator

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

Enforced Category State Machine: pre_turn_contract_routing

Commit Invariant: Routes compact <=2,048-byte L1 Contract Cards strictly prior to Turn 1 when task ambiguity or root-cause diagnostic risk is positive.

Architectural Problem Solved: Lifts multi-step investigative pass rates (0% -> 87.5% on diagnostic benchmarks) without mid-turn trajectory disruption.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq316_catalog_harvest_agent_ra_4/enqueue
{
  "queue_category": "pre_turn_contract_routing",
  "priority": 80,
  "payload": { "stage": "316", "objective": "Fleet Harvest: Agent SDKs, 7-Stage RAG, DSPy & MCP/A2A (Promote)" }
}
← Stage 315: Fleet Harvest: Vision/3D Spatial & Time-Series Foundation Models (Negotiate) View in Single-Page Master Blueprint Stage 317: Fleet Harvest: Guardrails, Tracing vs Eval, Memory vs DB & Workflows (Intake) →