// THE ROADMAP

The agentic journey, in progress.

Not a status feed — a roadmap. Where I am on the path from a single prompt to a self-running agent organization, and where it's headed next.

Meet Knox — the system at the center →

Last updated: June 2026

  1. Phase 01✓ Shipped

    The foundation

    Built the orchestration nerve center — 90+ apps, 40+ scheduled jobs routing tasks and spawning Claude Code sessions — plus a searchable memory OS that learns and compounds, and Mission Control to run all of it from one pane.

  2. Phase 02✓ Shipped

    The fleet, live 24/7

    InDecision trading live across prediction markets and crypto perpetuals on a six-factor model. The content pipeline shipping the Academy (700+ lessons, zero manual steps). A monitoring layer with 50+ watchers and automated post-mortems.

  3. Phase 03● In progress

    Closed-loop autonomy

    A planner routes every task, agent swarms build it, and a critic reviews the output against intent — re-planning automatically when it misses. Self-improvement loops where every mistake becomes a rule that prevents the next one.

  4. Phase 04○ Next

    Infrastructure as a product

    Package the operator stack so anyone can run their own fleet — Keystone, the own-it-forever AI-native SaaS starter (ship a hardened app in under 20 minutes), and the Skills Library that runs this operation.

  5. Horizon○ Next

    The open questions

    Agent autonomy vs. control — how much judgment do we encode, how much stays with the operator? Compounding memory at fleet scale. And the alignment problem as an operational one, not a philosophical one: these systems trade capital and ship code, so correctness isn't optional.

// THE FLAGSHIP

It all points to one project.

Knox — a self-evolving AI system built instruction by instruction, auditing at 53 hours of engineering output per day. The roadmap above is what it's building.

See the system →