Connect any AI agent, personal assistant, or coding tool via MCP or HTTPS
Connect →
TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 109 OF 320 overnight_leaf_pack_assembly Async enhancement

Harness Telemetry (aq109_ingest_harness_telemetry)

Captures normalized client telemetry (harness_id, version, model_id, provider, personality_id, keywords, CoT, logs, latency, tokens, score) on every completion.

Harness + Model IDTokens & ReasoningExecution Logs & CoT
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

Secret-scrubbing telemetry normalizer & schema validator

Substrate: db_atomic · p99 Claim Target: ≤ 5 ms · Phase: 107 - 110 Zero-In-Place Task Mutations, 5-Personality Fan-Out, EVOI CoT & Lift

AI Agent (1..6)

Model-Guided Escalation & Synthesis Role

Failure-log summarizer & anomaly tagger

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

Enforced Category State Machine: overnight_leaf_pack_assembly

Commit Invariant: Caps self-contained leaf context packs at <=4,000 tokens paired with a deterministic local exit-0 test command.

Architectural Problem Solved: Keeps small 8B-32B local and cloud overnight workers accurate without KV-cache overflow.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq109_ingest_harness_telemetry/enqueue
{
  "queue_category": "overnight_leaf_pack_assembly",
  "priority": 80,
  "payload": { "stage": "109", "objective": "Harness Telemetry" }
}
← Stage 108: EVOI Next-Step & CoT View in Single-Page Master Blueprint Stage 110: Bayesian Lift & N_eff →