Core Languages and Frameworks: Primary Language - Python Agent Frameworks - LangGraph, Agent state machines, graph-based workflows LLM Abstraction - LangChain, Chain composition, tool calling, prompts Web Framework - FastAPI , REST APIs, agent endpoints, health checks Data Validation - Pydantic, Config, request/response models Infrastructure & Deployment Container Platform - Kubernetes Container Runtime - Docker CI/CD - TeamCity Cloud Provider - GCP Vertex (Primary) for llm models Database and State Management - Vector DB (QDrant), PostgreSQL, Redis + Celery Integrations & APIs Slack - user interaction Google APIs - Sheets, Drive, Gmail Google Pub/Sub - Event-driven workflows Salesforce - Restaurant data, CRM GitHub - PyGithub, gitpython - Code specific capabilities Jira - Atlassian API Brightdata/Facebook/Instagram- Social media automation Tavily - Web search/research Observability & Evaluation LangSmith - LLM tracing, evaluation, prompt debugging Structured Logging - structlog, python-json-logger