Genesis Engine
Autonomous AI-Powered Software Factory Platform — transform plain-English business domain descriptions into fully autonomous software development systems.
Wubba Code uses meta-prompting — AI agents that design and deploy other AI agents — to bootstrap complete software factories for any business domain. Each factory comes equipped with domain-specific agents, code review specialists, and autonomous build-test-fix pipelines that iterate until the code passes all quality gates.
Building enterprise software requires deep domain expertise, security compliance knowledge, and months of manual development.
Traditional code generation tools produce generic output that still requires significant human effort to shape into production-ready systems.
Describe your business domain in plain English. The Genesis Agent creates a complete factory with domain-specific vocabulary, architecture decisions, and specialized agents.
The Architect Agent designs implementation plans. The Builder Agent writes, tests, and self-heals code through up to 5 automatic iterations before escalating to a human.
A LangGraph-orchestrated multi-agent system where AI creates AI, each specialized for the client's exact domain.
Takes a plain-English business domain description and bootstraps an entire software factory — domain-specific vocabulary, architecture decisions, and specialized agents tailored to the vertical.
Designs implementation plans including system architecture, API contracts, database schemas, and service boundaries based on the domain factory configuration.
Writes production code, runs tests, and self-heals through up to 5 automatic iterations. Detects failures and auto-fixes without human intervention before escalating.
Up to 19 domain-expert code reviewers analyze the output simultaneously, producing severity-ranked findings with line-by-line context and actionable fix recommendations.
Aggregates findings from all 19 assistants into a single “Vibe Score”. Failed reviews loop back to the Builder for self-healing. Passing code proceeds to the approval gate.
Each assistant carries 1,000–2,200 lines of specialized knowledge and 30–50 code examples. Run any combination simultaneously against your codebase.
OWASP Top 10, PCI DSS compliance
GDPR, SOC 2, FHIR/Healthcare
Optimization, bottleneck detection
API design, microservices, event-driven
Docker, Kubernetes configuration
React, Accessibility/WCAG 2.2
Schema design, query optimization
Coverage analysis, test quality review
Domain-specific reviewers per factory configuration
FHIR R4 Compliance
• Out-of-box Patient, Appointment, Slot resources
• HIPAA-aware code generation
• Automatic PII redaction
Built For
• Healthtech startups
• Digital health platforms
• Healthcare compliance automation
• JWT with refresh token rotation
• API key management
• Keycloak multi-tenant identity
• Okta & Azure AD federation (planned)
• Middleware strips sensitive data before any LLM call
• API keys, credentials, SSNs, credit cards, private keys
• Automatic and configurable
• Role-based access control
• Per-tenant rate limiting by plan tier
• Full request audit logging
• Open Policy Agent (OPA) with Rego rules
• No plaintext secrets enforcement
• Required test coverage gates
• Approved dependency allow-lists
• Next.js 14, React 18, TypeScript
• TailwindCSS styling
• Monaco Editor — code editing
• xterm.js — built-in terminal with PTY
• Python, FastAPI, PydanticAI
• LangGraph agent orchestration
• Anthropic Claude & OpenAI GPT-4
• WebSocket live collaboration
• PostgreSQL (production)
• Milvus (vector/RAG)
• DynamoDB (cache)
• S3 (artifacts), Redis (sessions)
• AWS ECS Fargate, RDS, ALB, ECR
• Terraform IaC (21 resources)
• Dagger CI/CD pipelines
• Docker multi-stage builds
Agents detect failures and auto-fix without human intervention
AI creates AI, each specialized for the client's exact domain
Run up to 19 expert reviewers simultaneously on any codebase
DevContainer-based handoff when AI reaches its limits, with full context preserved
Built for AWS Free Tier from day one with prompt caching for 50% savings. Infrastructure runs at ~$8–15/month plus AI API costs.
Auth, multi-tenancy, PII redaction, and AWS production deployment. JWT authentication with refresh tokens, tenant-isolated data, automatic stripping of sensitive data before LLM calls, rate limiting by plan tier, and full Terraform-managed infrastructure on ECS Fargate with RDS PostgreSQL.
A minimalist, non-technical interface for Product Owners and BAs. The Plan Tracer replaces raw logs with business milestones. A Review Synthesizer aggregates findings from all 19 assistants into a single Vibe Score. Approval Gates let stakeholders sign off or request refinements.
Every build produces a clickable preview URL. Ephemeral Docker containers serve a sandboxed, real-time preview that updates as agents make changes. “Request Refinement” loops user feedback directly back into the pipeline.
OPA integration for organization-wide guardrails. Super Admins manage policies across tenants, set quotas, and enforce rules. Identity federation with Okta and Azure AD.
Tenant-scoped MCP routing to Jira, Figma, Confluence, Slack, SharePoint. Every generated artifact traces back to its source requirement.
Per-tenant token tracking, pre-build cost estimation, quota enforcement. Tiered pricing: Starter ($49/user/month), Enterprise ($500/team/month), and Outcome-Based (percentage of value created).