Gen-AI Developer Classroom notes 21/May/2026

Course Walkthrough

Objectives

• RAG
  • Vector Databases
• Agents
  • Agentic AI – Workflow
  • Tools – MCP
  • Deep Agents
• Fine-tuning
• Cost Control & Governanace:
  • Gaurd rails
  • Grounding
  • Costs control
  • Observability
• Deployment:
  • Containers
  • Cloud

Technologies and Frameworks

• Models:
  • Cloud
    • GCP
    • AWS
    • Azure
  • SaaS:
    • Claude
    • OpenAi
    • Gemini
  • Self Hosted:
    • qwen
    • deepseek
    • llama
    • gemma
    • gpt-oss
• Frameworks:
  • langchain
  • langgraph
  • deepagents
  • unsloth
• Language:
  • Python

Approach

• I start a topic (deepagents)
• I will be teaching concepts with code examples
• Then we will democratically figure out a scenario
  • This will be shared work.
• We need python