🧠 About AIDeeva
Welcome to AIDeeva.com — a space for thinking clearly about AI, learning in public, and sharing ideas that sit at the intersection of technology, business, and the future of work.
This blog is not about hype, tools-of-the-week, or surface-level opinions. It is about understanding what’s actually changing, why it matters, and how to think about AI in a way that is practical, grounded, and forward-looking.
🌱 A Bit of History
AIDeeva is not something I started from scratch.
Back in 2008, I created SQLDBpool.com as a place to learn in public and share practical knowledge around databases and data engineering. Over time, the site grew into a trusted resource and was recognized by Microsoft and many respected bloggers and practitioners in the community.
The core idea back then was simple:
learn deeply, share openly, and focus on what actually works in the real world.
Today, SQLDBpool.com has evolved into AIDeeva.com.
The domain has changed, and the technology focus has shifted from databases to Generative AI and intelligent systems, but the philosophy remains exactly the same.
AIDeeva continues that original mission —
learning continuously, thinking clearly, and sharing insights that help others build better systems.
🚀 Why AIDeeva Exists
Generative AI has moved fast — faster than most people can comfortably reason about.
Between research papers, product launches, social media hot takes, and vendor marketing, it’s hard to separate signal from noise.
I started AIDeeva as a place to slow things down and think:
- How do these technologies really work?
- What patterns are emerging across startups and enterprises?
- What breaks in practice?
- What skills, architectures, and mental models will actually matter next?
This site is where I share what I’m learning, what I’m building, and how my thinking is evolving as AI systems become more agentic, more embedded, and more impactful.
✨ What You’ll Find Here
📌 Thoughtful Writing on AI & Tech
Deep dives on Generative AI, LLMs, agentic systems, data platforms, and emerging architectural patterns — written for people who want understanding, not buzzwords.
📌 Learning Notes & Experiments
Insights from courses, research papers, hands-on experiments, and real implementations — distilled into practical takeaways and clear mental models.
📌 Startup & Builder Perspectives
Reflections on building AI-driven products: from MVP thinking and system design to trade-offs, mistakes, and lessons learned along the way.
📌 Ideas in Progress
Not everything here is a polished conclusion. Some posts are explorations — ways to think better, ask sharper questions, and challenge assumptions about AI, work, and innovation.
🎯 Who This Is For
AIDeeva is for people who like to think before they build, including:
- Technologists who want to go deeper than tutorials
- Product and engineering leaders navigating AI decisions
- Founders and builders shaping AI-first products
- Curious learners who want to stay ahead without chasing noise
If you enjoy clear thinking, first-principles reasoning, and practical insight, you’ll feel at home here.
🤖 Why the Name AIDeeva?
“Deeva” draws from the idea of light — clarity in the middle of complexity.
AI today is powerful, but also noisy and confusing.
The goal of AIDeeva is not to amplify the noise, but to illuminate what matters.
AI that doesn’t just automate —
but helps us see more clearly.
📬 Stay Connected
If you find value here, consider subscribing.
New posts are shared when there’s something worth saying — not on a fixed schedule.
Let’s learn in public.
Let’s think long-term.
Let’s make AI useful, understandable, and human-centered.
aiDeeva.com 