- Micro-services & Containerization: Split core services (Orchestration, Memory, Integrations, Auth) into Dockerized Node.js/Express containers orchestrated via Google Cloud Run for zero-downtime deploys.
- LangChain-driven AI Orchestration: Abstracted OpenAI, Pinecone, and internal tools behind LangChain agents, enabling pluggable skills and reasoning chains.
- Angular + NX Workspace: Built a reactive UI for “drag-and-drop” virtual-employee workflows, with real-time status via WebSockets.
- Contextual Memory Layer: Implemented vector-based memory in MongoDB + Atlas Vector Search to retain long-term task history and organizational knowledge.
- One-Click Integrations: Packaged 25+ OAuth connectors (Gmail, Slack, HubSpot, Salesforce, Notion, PostgreSQL) exposed through a declarative JSON schema so non-technical users could extend capabilities without code.
- RBAC & Audit Trail: Enterprise-grade role-based access and event logging, meeting SOC 2 requirements.
- CI/CD Pipeline: GitHub Actions with automated linting, tests, and container scans; average commit-to-prod time <15 minutes.

