Zinloop turns plain-English descriptions into full-stack, production-ready system architectures — complete with security, Kubernetes deployment, AI layers, and live demo execution. All in one canvas.
Zinloop is opinionated about what a production system needs — and provides it out of the box.
Describe your system in plain English. Zinloop's AI instantly builds layered architectures — frontend, gateway, services, data, K8s deployment, and monitoring — from a single sentence.
Drag, resize, and connect nodes on an infinite canvas. Every component is inspectable, editable, and exportable. Build entire system flows without writing a single line of YAML.
Every design is automatically scored for security: auth validation, rate limiting, PII redaction, TLS, and OWASP compliance — built into the workflow by default, not bolted on after.
Run node-by-node demos with real business logic — FX rates, tax calculations, fraud scoring, QB invoice creation. Watch data flow through your architecture in real time.
Connect REST APIs, databases, GraphQL, Kafka, and files. Zinloop introspects schemas, infers field types, and wires them into your architecture automatically.
RAG chatbots, e-commerce pipelines, SaaS platforms, fintech ledgers, IoT telemetry — 40+ node types covering every layer from CDN edge to Kubernetes Ingress.
One-click export to n8n workflow JSON or push to your MCP server. Take your Zinloop design directly into production automation without manual translation.
Every generated architecture includes Prometheus + Grafana, ELK log aggregation, and OpenTelemetry distributed tracing. You ship with monitoring — not as an afterthought.
Most teams bolt on security, observability, and deployment config as afterthoughts. Zinloop generates them as first-class citizens of every architecture.
Click any demo to launch it in the studio with real data and live execution.
Type a prompt, get a full-stack architecture in 30 seconds. No sign-up required.