Humans Decide • AI Executes

Specialized AI Agents

In Formula 1, a world-class pit crew consists of specialists who master a single, high-stakes move. Similarly, our specialized 14 AI agents are the “Muscles” of the QUAD framework—handling the heavy lifting from Email/Messenger intake to Code, Test, and Review.

Developers have total flexibility: they can engage these agents directly for deep, surgical customization or step back and let the crew run autonomously to execute the QUAD Products from our framework.

QUAD Agent Pipeline

Every step reads from and writes back to SUMA. The memory grows with every action.

Live Flow Animation

SUMA Context📧TriggerCapture the signal1🎯Task2🔀Subtask3💻Code4🛡️Review5✅Test6🚀Deploy7
📧

Step 1: Trigger

Capture the signal

Sources
Email, Slack, Meeting, VS Code, GitHub — events captured automatically as triggers.
Active Agents
Email Agent, Messenger Agent, Meeting Agent
SUMA Context
Reads: Project history, stakeholders, related tickets. Writes: New trigger event, source metadata.

QUAD AI Agents

Each agent masters one job. Together, they transform your SDLC. Organized into 4 circles.

📧
Email Agent
Management
Creates tickets from emails, extracts triggers
BatchServer
💬
Messenger Agent
Management
Responds to @quad mentions on Slack/Teams
RealtimeServer
📅
Meeting Agent
Management
Meeting summaries, action items, ticket creation
RealtimeServer
🎯
Priority Agent
Management
AI-driven task prioritization, learns PM patterns
BatchServer
💰
Cost Agent
Management
Optimizes cloud spend and model selection
BatchServer
📊
Analytics Agent
Management
Tracks performance, generates insight reports
BatchServer
📚
Training Agent
Management
Matches skills to courses, onboards team members
BatchServer
💻
Code Agent
Development
Generates production code using FLUX routing
RealtimeServerLocal
🔍
Review Agent
Development
Reviews PRs for issues, security scanning
RealtimeServerLocal
📄
Document Agent
Development
Generates & updates docs from code changes
RealtimeServer
🧪
Test Agent
QA
Writes unit & E2E tests, coverage analysis
BatchServerLocal
🚀
Deploy Agent
Infrastructure
Handles CI/CD pipelines, rollback support
RealtimeServerLocal
🔧
Infra Agent
Infrastructure
Monitors performance & health, auto-scaling
RealtimeServer
🌍
Production Agent
Infrastructure
Manages releases & rollouts, incident response
RealtimeServer
SUMAFramework