state management , Google Cloud Platform (GCP), Large Language Model (LLM)-native metrics, Application Programming Interfaces (APIs), Retrieval-Augmented Generation (RAG)-like architectures, Python, LangGraph, Observability frameworks, Evaluation pipelines, Vector databases, Multi-agent systems

Testing Frameworks, API design, AI tools, data connectors, scalable solutions, unit testing techniques

Typescript, Javascript, Alerts, Incident Response, Python, Tool-calling, Agents, Developer platforms, Prompt iteration, Safe rollouts, Retrieval and context systems, Production reliability metrics, Production code, CI/CD, AI-native workflows, Eval harnesses

snowflake , Java, BigQuery, Data Modeling, Javascript, Databricks, Data Integration, APEX, Python, LangChain, AI LLM technologies, Salesforce Data Cloud, LlamaIndex, Salesforce platform

Testing Frameworks, Integration, API design, AI tools, scalable solutions, unit testing techniques, large-scale AI solutions

API design, Distributed Systems, Python, AI/ML solutions, Semantic retrieval, Context engineering, AI engineering, Evaluations, SQL relational databases, Modern AI LLM concepts, Prompting agents, data infrastructure, Application layers, Gateway technologies, Cloud messaging, MCP tools