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Conductor AI — Multi-Agent Orchestrator

Autonomous multi-Claude orchestration: spawns workers, detects promise tags, monitors production sites.


[ WHY_IT_MATTERS ]

Force multiplier behind the entire portfolio. Spawns parallel Claude Code workers, detects completion via promise tags, runs project memory logging, and monitors production sites with auto-fix triggers. The reason one operator ships across 32 products.

[ OVERVIEW ]

Conductor AI is the internal orchestration layer for the portfolio. It spawns autonomous Claude Code worker processes in parallel, detects completion signals via promise-tag parsing on streamed JSON output, manages task queues, and runs a Rich TUI dashboard plus REST API on port 8787 with an embedded PTY terminal. Conductor monitors production sites (drphil.ecbtx.com, react.ecbtx.com, others) and triggers auto-fix sprints when health checks fail. The Gen4 experiments add a blackboard for cross-agent state sharing, a metacognition layer, adversarial verification of outputs, and a context distiller for long-running sessions. Conductor is integrated into Claude Terminal for one-command project switching. Stack: Python 3.14 + FastAPI + Uvicorn + SQLite (async) + Rich + Typer + Claude CLI subprocess workers.

[ BY_THE_NUMBERS ]
  • > N-parallel Claude Code worker pool
  • > Promise-tag completion detection
  • > Production-site health monitoring with auto-fix
  • > Gen4: blackboard + metacognition + adversarial verifier + context distiller
  • > Embedded PTY + web dashboard on port 8787
  • > Project memory logging
[ NEXT_90_DAYS ]
  • Open-source the orchestrator
  • Publish Gen4 experiment papers
  • Multi-operator deployment
[ TALK_TO_PHIL ]

QUESTIONS ABOUT CONDUCTOR AI — MULTI-AGENT ORCHESTRATOR? ASK PHIL DIRECTLY.

// Phil is Will's voice agent. Architecture, pricing, roadmap, licensing — for any product.