MDO Command Center — OODA Loop AI Orchestration

OODA Decision Cycle

👁

Observe

Scan · Detect · Monitor

🧭

Orient

Analyze · Synthesize · Context

⚖

Decide

Plan · Prioritize · Commit

⚡

Act

Execute · Deploy · Verify

Cycle #0 · Phase: OBSERVE · Tempo: Operational

MDO Domains

💻Code Domain

Source code, builds, tests, deployments

executor build-fixer test-engineer

🎯Orchestration

Agent coordination, task routing, OODA cycle

architect planner analyst

📊Data & Knowledge

Research, documentation, data pipelines

scientist doc-specialist explore

☁Infrastructure

Cloud, CI/CD, containers, networking

devops dagu docker

🛡Intelligence

Security, monitoring, threat detection

security-reviewer debugger qa-tester

Cross-Domain Synergy

🚀

Full-Stack Blitz

Code + Orchestration + Infrastructure converge for rapid feature delivery

🔍

Deep Recon

Intelligence + Data domains merge for threat analysis and research

🌀

Swarm Deploy

All 5 domains coordinate for zero-downtime production releases

🧠

Knowledge Ops

Data + Orchestration for automated documentation and learning

Agent Task Forces

TF ALPHA — Feature Dev

Analyst → Planner → Executor → Test → Verify

Ready

TF BRAVO — Incident

Explore + Debugger + Executor → Hotfix

Standby

TF CHARLIE — Knowledge

Scientist + Doc-Specialist + Writer

Ready

TF DELTA — Security

Security-Reviewer + Pen-Test + Code-Audit

Monitoring

TF ECHO — Platform

DevOps + Docker + Dagu + Harness CI/CD

Deploying

Cloud Connections

☁

Elice Cloud (A100)

✓ SSH Tunnel Active

📦

Replit Backend

✓ API Server Ready

⚙

Harness CI/CD

✓ Pipeline Active

🌐

GitHub Pages

✓ PWA Deployed

🔗

Tailscale VPN

✓ Mesh Connected

🤖

LiteLLM Proxy

✓ 85+ Models

Harness CI/CD Pipeline

AI Model Swarm

T1 — Fast (3-10s)

Gemini Flash

~3s

T1 — Fast

Gemini 3 Flash

~3s

T1 — Fast

Qwen3 Coder

~5s

T1 — Fast

Mistral Small 3.2

~9s

T1 — Fast

MiniMax M2.5

~10s

T2 — Power (5-14s)

DeepSeek V3

~5s

T2 — Power

Gemini 3 Pro

~7s

T2 — Power

Claude Haiku 4.5

~5s

T2 — Power

Qwen3 235B

~14s

T3 — Deep (21s+)

DeepSeek R1

~21s