From chatbots to autonomous AI Agents 🤖
This practical walkthrough with Google’s Agent Development Kit (ADK) breaks down what makes modern agents different: they don't just respond-they reason, plan, act, observe, and adapt.
🔹 ReAct Framework: Reason → Act → Observe → Adjust
🔹 Agent Patterns: Sequential, Reactive, and Planning-based workflows
🔹 Build an Auto-Correcting Blog Writer with:
• Planner Agent for outlines
• Writer Agent for drafts
• Validation loops for self-correction
• Root Agent to orchestrate the entire workflow
The most interesting part? The agent reviews its own work, provides feedback, and retries until quality standards are met.
A great hands-on introduction to building production-ready AI agents with Google ADK, with future integration paths to MCP servers and external tools.
AI agents are quickly evolving from assistants into autonomous collaborators.