Telemetry & Audit Trail

System Observability & Self-Diagnostics

Deep telemetry spans, Gemini 3.7 search grounding metrics, token attribution, and anomaly detection across all 12 research agents. Missing traces return 404 — they are never invented.

Monitored Swarm
12 Parallel Agents
● Custom Go goroutine fan-out
Search Grounding
Gemini 3.7 Flash
● Real-Time Web Grounding
Self-Diagnostic Rules
Enforced Active
● Zero Hallucination Gate
Unit Economics
~$0.034 / run
● Serverless Free-Tier Eligible

Execution Traces & Diagnostics Log

Live In-Memory & JSONL Storage

Loading telemetry traces...