Production-grade AI workflows, automation pipelines and orchestration systems built with n8n and modern backend architectures.
This repository contains workflow architectures focused on:
- AI orchestration
- backend automation
- realtime processing
- resilient execution pipelines
- production-grade integrations
- API-driven systems
- validation and observability
The objective is to design scalable workflows capable of operating reliably in real production environments.
- Multi-step AI pipelines
- LLM integrations
- structured AI outputs
- validation layers
- execution auditing
- business process automation
- WhatsApp integrations
- social media automation
- webhook architectures
- event-driven workflows
- idempotency systems
- retry strategies
- error handling
- execution logging
- observability pipelines
- Supabase
- PostgreSQL
- Redis
- FastAPI
- external APIs
- realtime architectures
- n8n
- TypeScript
- JavaScript
- Supabase
- PostgreSQL
- Redis
- FastAPI
- Docker
- AI APIs
- Webhooks
Automation is not about removing humans.
It is about reducing operational friction and building systems capable of scaling reliably.
- PRD orchestration pipelines
- AI validation systems
- production workflow hardening
- realtime execution architectures
- autonomous automation systems
Smtih Soto
Founder & Systems Architect @ SynovaIA