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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 231 OF 320 temporal_decision_review Async enhancement

Fixed-Harness Anti-Benchmaxing Audit (aq231_rux_harness_benchmark_audit)

Enforces identical container, tool schema, retry budget, and token ceiling across candidates on uncontaminated holdouts with guardrail zeroing on violations.

Fixed Scaffold Parity8-Gram Contamination ScanGuardrail Zeroing
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

Container digest verifier, token/turn budget checker & bloom scan

Substrate: db_atomic · p99 Claim Target: ≤ 4 ms · Phase: 226 - 231 Dual-Resolution Muscle Memory, Fuzzy SimHash64 & Empirical Pareto Gates

AI Agent (1..3)

Model-Guided Escalation & Synthesis Role

Wrapper-inflation & contamination auditor

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

Enforced Category State Machine: temporal_decision_review

Commit Invariant: Applies exponential staleness decay exp(-lambda * age_days) to Beta (alpha, beta) evidence posteriors and fires deterministic reopen leases when review_trigger predicates trip.

Architectural Problem Solved: Re-evaluates past architectural, benchmark, or vendor decisions automatically when pricing, latency, or release facts shift.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq231_rux_harness_benchmark_audit/enqueue
{
  "queue_category": "temporal_decision_review",
  "priority": 80,
  "payload": { "stage": "231", "objective": "Fixed-Harness Anti-Benchmaxing Audit" }
}
← Stage 230: 5,000 -> <=5 Consideration-Set Funnel View in Single-Page Master Blueprint Stage 232: Constructor / Checker / Successor Gate →