n8n Workflow Automation: Orchestrating complex, multi-step agentic workflows, triggers, and webhook integrations using visual node-based logic.
Docker Containerization: Packaging microservices, agents, databases, and orchestration tools into isolated, reproducible, and portable container environments.
PostgreSQL State Management: Storing relational data, agent memory states, vector embeddings, and execution logs with robust ACID compliance.
Python Agentic Core: Developing autonomous reasoning loops, tool-calling logic, and backend AI processing scripts using modern LLM frameworks.
React Frontend Dashboard: Building responsive, real-time user interfaces to monitor agent activity, manage user inputs, and display execution results.
Container Orchestration & Compose: Managing multi-container deployments, networking, and persistent volumes seamlessly using Docker Compose.
Database Vector Storage: Leveraging PostgreSQL with extensions like pgvector for high-performance semantic search and Retrieval-Augmented Generation (RAG).
API & Webhook Bridge: Connecting frontend React components and external applications directly to automated n8n pipelines and Python backends.
Stateful Agent Memory: Maintaining persistent conversational history and execution context across user sessions using relational database backends.
End-to-End System Deployment: Architecting and deploying a complete, full-stack agentic solution from database storage to the browser interface.