Shipped agentic systems
that run in production.
11-agent recruiting pipelines. 4-family confluence scoring for live market signals. 8-indicator probability synthesis for prediction markets. Systems with audit trails, calibration loops, and 19 weeks of paper trading data behind them.
SYSTEM STATE
AGENTIC OPS
OBSERVABILITY
SIGNAL NETWORK
RUNTIME HEALTH
Current Focus
11 agents, Airtable state machine, claim-before-process coordination
Agentic Authority coordinates 11 recruiting agents without a message broker. Each agent claims a row, processes it, and releases — no shared in-memory state, no race conditions.
4-family confluence scoring with LLM triage and tiered Telegram alerts
unusual-activity fuses options flow, dark pool, gamma exposure, and EDGAR filings. Signals that clear all four families with high conviction reach Tier 1 alerts. 19 weeks of paper trading data behind the thresholds.
8-indicator synthesis, Brier score calibration against market baseline
arbitrage-exploit passes CPI, PCE, yield curve, labor dynamics, Fed speaker tone, options positioning, futures, and economic calendar to a single synthesis agent. Probability estimates compared against market price, not used as absolute truth.
Four systems in production, not demos
11 agents. Airtable state machine. No message broker.
Agentic Authority coordinates sourcing, enrichment, fit scoring, and outreach using claim-before-process — each agent locks a row, does its work, and releases. Failure in one agent degrades only that dimension.
4-family confluence scoring, tiered Telegram delivery
unusual-activity fuses options flow, dark pool, gamma exposure, and EDGAR into a single conviction score. 19 weeks of paper trading data calibrates the tier thresholds.
Decision logs, outcome tracking, policy drift detection
Every signal written to journal.db with source, confidence, and reasoning. Every alert logged with delivery status. The audit trail is complete before the action fires.
The Labs
Agentic Operations
Multi-agent orchestration and autonomous workflow pipelines for production environments.
Signal Intelligence
Quantitative signal systems, market microstructure, and real-time data pipelines.
AI Media Systems
Intelligence reports and operational briefings delivered as cinematic AI video.
Ops Infrastructure
Runtime reliability and observability instrumentation for production AI workloads.
Systems Research
Applied research into operational AI architecture and decision infrastructure.
How it all connects
Latest Briefings
The agent coordination problem
May 20Signal intelligence at market speed
May 10Observability for autonomous systems
Apr 28Infrastructure that thinks
Apr 15Enterthesystem.
Operational systems designed for real-world decision making at scale.