Imagination Storyworks App
A collaborative storytelling experience that combines AI-assisted writing, image generation, artistic exploration, and video creation.
MindStudio Claude Code
WHY AI
Where AI Fits Into My Path
As AI becomes increasingly integrated into products, services, and business operations, understanding the technology is becoming essential for making informed product decisions. Building AI agents has been helping me develop firsthand experience and a better understanding of how AI-enabled systems might behave in the real world—their capabilities, limitations, tradeoffs, and where they can create meaningful value and experiences.
I prefer to understand things firsthand.
HANDS-ON
Building Firsthand Understanding
I graduated from MindStudio’s inaugural AI bootcamp cohort in 2025. As part of the evolving curriculum, I built 30+ AI agents across diverse use cases:
- Research & Knowledge Retrieval
- Content Creation & Transformation
- Monitoring & Reporting
- Browser & Web Automation
- Data Processing & Analysis
- Workflow Automation & Orchestration
- System Integrations & External Services
- Email & Outreach Automation
The most valuable outcome wasn’t learning how to create workflows. It was developing informed judgment about how AI systems behave in practice, where they create value, and where they introduce tradeoffs.
IN PRACTICE
Exploring Business Scenarios
After completing the bootcamp, I continued experimenting independently by building AI agents that connected to external systems, APIs, and other tools.
Rather than building agents for their own sake, I focused on real-world use cases and business scenarios that helped me better understand where AI can create value, where it introduces limitations, and how it might fit into larger products, experiences, and business processes.
Featured Projects
Google Review Analyzer
Analyzes Google reviews and restaurant menus to surface customer sentiment, popular dishes, and recurring feedback themes.
MindStudio Google Cloud API Apify
Monthly Report Generator
Turns a month of client work tracked in Notion into a polished, client-ready status report — drafted for review before it's sent.
MindStudio Notion
Technologies & Integrations
- MindStudio
- Claude Code
- Notion
- Apify
- Google Sheets
- Google Cloud API
- Webhooks
- External APIs
MY PERSPECTIVE
My Current Perspective
Building, testing, and debugging AI agents changed how I think about it — revealing insights theory alone can’t, and a more practical understanding of its strengths, limitations, and where it creates meaningful value.
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Reality Over Hype
The most important question isn’t whether AI can be used — it’s whether it should be used.
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Not More AI. Better Decisions
As AI becomes easier to implement, knowing when to use it may matter more than knowing how.
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People First
AI should expand human capability, not replace human judgment, creativity, and critical thinking. The goal is to enhance human decision-making, not outsource it.
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Easy to Build. Complex to Own
The lower the barrier to building something complex, the more important it becomes to understand how it works - maintaining, debugging, and improving is where the real challenge begins.
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When Code Beats AI
Not every problem should be solved with AI prompts. Some need code, others benefit from AI. The challenge is knowing where the value justifies the added cost and complexity.
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Debugging Reveals the Truth
Creating a workflow is only part of the challenge - understanding why and where it failed, and how to recover, is often far more valuable.
WHAT’S NEXT
Where This Is Leading
Building AI agents and workflows was never my end goal.
The goal has been to explore and develop a better understanding of how AI can be applied to products, services, experiences, and business operations.
Learning AI has been a natural extension of my journey, giving me firsthand understanding of the technology and helping me better understand how AI-enabled systems might behave in the real world.
That’s where I see my future: helping shape products and experiences at the intersection of product thinking, systems thinking, user experience, and AI.
Product Thinking
Systems Thinking
User Experience
AI