Platform · 2026
Mission Control
An AI agent orchestration platform—67+ routes, live agent org charts, and council-based decision making.
CONTEXT
“A full-stack platform for managing AI agent fleets with hierarchical organization, delegation trails, approval workflows, and real-time monitoring.”
A full-stack platform for managing AI agent fleets with hierarchical organization, delegation trails, approval workflows, and real-time monitoring. Built with a liquid-glass design system.
THE TENSION
“As AI agents become more capable, managing them becomes the bottleneck.”
As AI agents become more capable, managing them becomes the bottleneck. There's no standard infrastructure for organizing agent hierarchies, tracking delegations, or coordinating multi-agent decisions.
APPROACH
“Designed a hierarchical agent system with Valkyrie as chief-of-staff.”
Designed a hierarchical agent system with Valkyrie as chief-of-staff. Built interactive org charts with React Flow, council-based approval workflows, and a CRM-style interface for agent management. The liquid-glass design language makes complex data feel navigable. 67+ routes covering agents, automation, insights, audit logs, and integrations.
WHAT EMERGED
“A functional orchestration platform that demonstrates what AI management infrastructure looks like.”
A functional orchestration platform that demonstrates what AI management infrastructure looks like. The agent fleet concept has been adopted across other projects (Temporal Architecture, Role Notes) as a cross-cutting architectural pattern.
WHAT PROPAGATED
“The hierarchical agent model and council-based decision pattern propagated into Temporal Architecture's 11-agent review fleet and influenced how Role Notes structures its pattern detection.”
The hierarchical agent model and council-based decision pattern propagated into Temporal Architecture's 11-agent review fleet and influenced how Role Notes structures its pattern detection. The orchestration thesis—that coordinating AI matters more than individual AI capability—became a foundational design principle across all subsequent work.
Propagation Pipeline · Escape Velocity
Temporal Architecture Reviewers
Valkyrie-guided persona reviews integrated directly into CI and design token workflows.
Role Notes Pattern Discovery
Autonomous signal aggregation algorithms adapted for browser telemetry.
Cross-System Orchestration Thesis
Coordination-first AI architecture validated across platforms.