Technology Stack

Complete technology stack powering the Qubitz AI platform.

Qubitz is built exclusively on Amazon Web Services. Every component -- from the frontend to agent runtimes to storage -- runs on AWS. There are no third-party cloud dependencies.

AI & Agent Runtime

LayerTechnology
Cloud InfrastructureAWS (exclusive)
Agent RuntimeAWS Bedrock AgentCore
AI OrchestrationStrands Agents -- multi-agent framework with dynamic orchestration
AI ModelsAmazon Bedrock -- 24+ models across Anthropic, Amazon Nova, Meta, Mistral, NVIDIA, and more
Voice AIAmazon Nova Sonic -- real-time voice conversations
Agent MemoryAgentCore Memory -- short-term and long-term persistent memory
Document IntelligenceAWS Textract + Amazon Bedrock Data Automation

Application Layer

LayerTechnology
FrontendNext.js on AWS Amplify Gen2
AuthenticationAmazon Cognito -- user pools with business email validation
OAuth Integrations18 pre-configured providers (Google, Microsoft, Slack, Salesforce, GitHub, and more)

Data & Storage

LayerTechnology
DatabaseAmazon DynamoDB
Vector StorageAmazon S3 Vectors -- RAG embeddings
Object StorageAmazon S3

Integrations & Tools

LayerTechnology
MCP GatewayAWS Bedrock AgentCore Gateway
Knowledge BaseAmazon Bedrock Knowledge Base
RAG ConnectorsConfluence, SharePoint, Salesforce, GitHub, S3, Web Crawler
Business Integrations16 pre-configured providers -- Slack, Jira, Teams, Salesforce, Zendesk, and more
Web SearchMulti-provider search via MCP
Voice ChannelsTwilio
Content SafetyAmazon Bedrock Guardrails
PII DetectionAmazon Macie

Infrastructure & Security

LayerTechnology
ComputeAmazon ECS Fargate -- containerized agent runtimes
Container RegistryAmazon ECR
CI/CDAutomated pipeline via GitHub Actions + AWS CDK
Secrets ManagementAWS Secrets Manager
IAMAWS Identity and Access Management
ObservabilityAWS X-Ray + Amazon CloudWatch