*This isGoogle AI Agents Writing Challenge – Submission
Learning Reflections from the Google & Kaggle AI Agents Intensive Course
Introduction
I recently completed the 5-Day AI Agents Intensive Course organized by Google and Kaggle. This course was a great learning experience for me, helping me clearly understand how AI agents work and how they can be applied in real-world scenarios.
Key Learnings
During the course, I learned:
What AI agents are and how they make decisions
The difference between single-agent and multi-agent systems
How agents use tools, memory, and reasoning to complete tasks
The ReAct framework (Reason + Act)
How agents observe, plan, and act step-by-step
These concepts improved my understanding of agentic workflows and modern AI systems.
What Resonated with Me the Most
The most interesting topics for me were:
Multi-agent collaboration
Tool calling and how it enhances an agent’s capabilities
Designing prompts that guide the agent’s behavior
Understanding how small prompt changes affect results
These topics helped me build confidence in creating intelligent agent systems.
My Capstone Project Experience
For my capstone project, I built an agent that could analyze input, understand the user’s need, and respond with appropriate actions. Through this project, I learned:
How to design step-by-step workflows
How agents communicate internally
How to test, refine, and improve agent behavior
How to combine reasoning with tool usage
This hands-on experience gave me practical clarity on the concepts taught in the course.
How My Understanding of Agents Evolved
Before the course, I felt that agent systems were difficult and only for advanced developers. After completing the program:
I gained confidence in building basic and intermediate agents
I understood the logic behind how agents think and act
I became comfortable experimenting with agent workflows
I realized the huge potential of agents in real-life applications
Final Reflection
This course has been a meaningful milestone in my AI learning journey. I am grateful to Google, Kaggle, and the DEV community for providing such a valuable and structured learning program. I look forward to applying what I learned to future projects and continuing my exploration of agentic AI.
- a submission for the Google AI Agents Writing Challenge: Learning Reflections*
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