QUAD Framework

Think of it like Spring Framework for AI-powered development. Spring gave Java developers a standard way to build enterprise apps. QUAD gives AI-era teams a standard way to build with agents.

12 Proprietary Technologies

Each technology is a named, documented, patented component

QUAD FLOW

Question-to-code pipeline with automatic trigger capture

QUAD FLUX

5-strategy LLM routing: BYPASS, DIRECT, ESCALATE, PARALLEL, DECOMPOSE

QUAD ORBIT

4-circle team structure: Management, Development, QA, Infrastructure

QUAD GATE

Permission and approval gates between circles

QUAD SYNC

Cross-agent context synchronization via SUMA

QUAD MONITOR

Real-time execution tracking and health monitoring

QUAD FORGE

Code generation engine with multi-model support

QUAD SPARK

Idea-to-ticket pipeline with AI-driven scoping

QUAD MIRROR

View As feature - see any role's perspective

QUAD LENS

Analytics and insight extraction from execution data

QUAD ATLAS

Multi-project navigation and dependency mapping

QUAD BEACON

Alert and escalation system with priority routing

QUAD FLUX — 5-Strategy LLM Routing

Not every task needs GPT-4. FLUX routes each task to the cheapest model that can handle it.

BYPASS
60-70%
No LLM needed. Regex, template, lookup. Cost: $0
DIRECT
15-20%
Route to known best model. Code → Claude, Summary → Gemini Flash.
ESCALATE
8-12%
Start cheap (Gemini Flash), escalate if confidence < threshold.
PARALLEL
3-5%
Race multiple models, return best. For critical decisions.
DECOMPOSE
2-3%
Split complex task into subtasks, route each independently.

Result: 90% of queries cost $0.00 (BYPASS). Average cost: ~$0.0001 per query.

Cloud-First Execution

FLUX decides which model. Cloud-First decides where it runs. Default is cloud. Local when it matters.

Cloud Default

Cloud Run serverless. Scalable, centralized logs, full audit trail. All 14 agents run here.

Local Fallback

IDE-integrated execution. Code, Review, Test, and Deploy agents support local mode for offline work and low-latency feedback.

Hybrid Orchestrated

Cloud orchestrates the pipeline. Local agents execute against your environment. Best of both worlds.

14 AI Agents

Organized into 4 ORBIT circles. Humans decide, agents execute.

Management
Email Agent
Parse emails, extract triggers, create tasks
Management
Messenger Agent
Slack/Teams integration, real-time notifications
Development
Code Agent
Generate, refactor, debug code using FLUX routing
Development
Review Agent
Automated code review with security scanning
QA
Test Agent
Generate and run test suites, coverage analysis
Infrastructure
Deploy Agent
CI/CD pipeline management, rollback support
Management
Cost Agent
Track AI costs, optimize model selection
Management
Training Agent
Onboard new team members with QUAD methodology
Management
Priority Agent
AI-driven task prioritization based on patterns
Management
Analytics Agent
Generate insights from project execution data
Development
Document Agent
Auto-generate documentation from code changes
Management
Meeting Agent
Meeting summaries, action items, follow-ups
Infrastructure
Infra Agent
Infrastructure provisioning and scaling
Infrastructure
Production Agent
Production monitoring, incident response

Execution Patterns

STATIC

Tools are predefined black boxes. Agent selects which tool to call. Deterministic, auditable.

DYNAMIC

Tools contain embedded AI calls that make runtime decisions. Adaptive behavior.

SELF_HEALING

Agent detects errors, uses AI to diagnose, generates fix, applies it, retries. Patent protected.

Pipeline Execution

Sequential

A → B → C

Output chains. Each agent uses previous output.

Parallel

A, B, C (all at once)

Independent tasks. Maximum throughput.

Hybrid

[A, B] → [C, D] → [E]

Stages of parallel. Real-world pipelines.

AgentsEnterprise