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Otto — AI Chief of Staff

An always-on AI advisor that monitors markets, tracks portfolio positions, surfaces research, and holds me accountable to my goals.

2026-02

Otto is my Chief of Staff — a strategic intelligence partner that runs 24/7 on a Mac Mini, communicating through Telegram.

What it does

  • Morning briefings — market snapshot, portfolio check, earnings calendar, key news
  • Portfolio monitoring — real-time alerts on significant moves, options theta decay tracking, expiry warnings
  • Research intelligence — deep dives on semiconductors, AI infrastructure, digital health
  • Prediction tracking — Bayesian reasoning, calibration scoring, pre-mortem analysis
  • Proactive accountability — challenges my blind spots, flags cognitive biases, enforces risk guardrails

How it's built

Built on OpenClaw with self-hosted Mem0 (Ollama embeddings + Qdrant vectors) for persistent memory. Deployed 25+ parallel sub-agents in a single afternoon to build Mission Control. The orchestration pattern — task decomposition, parallel execution, integration verification — mirrors project management more than programming.

Stack

OpenClaw · Claude Opus · Ollama · Qdrant · Mem0 · Telegram · Mac Mini