Workflow Automation Platform
Orchestrating agentic loops and external integrations seamlessly.
Overview
Writing ad-hoc Python scripts for every integration becomes unmaintainable. This platform establishes a centralized visual workflow manager that orchestrates tasks asynchronously.
By using n8n hosted inside Docker, we build scalable loops that check databases, invoke AI models, post notifications, and sync calendar dates automatically.
Architecture
Workflows are configured with webhooks, cron jobs, and database triggers. If a user uploads a file, a webhook triggers a workflow that embeds and indexes the text, then generates study events.
We use PostgreSQL to store intermediate execution states, ensuring workflows can recover gracefully from network interruptions or API limits.
Visual Orchestration
Track complex conditional flows and AI chains with detailed execution logs.
Dockerized Portability
Entire stack is containerized for seamless deployment and local orchestration.
Outcomes
Docker
Deploy environment
10+
Integration nodes
Created a robust integration framework capable of automating document parsing, calendar scheduling, and AI-prompt chain executions with high stability.