Sourav Ghosh (@techiesourav)

AI Isn't Magic - It's a System, and Systems Need Observability.

You can't improve what you can't measure. And in AI, measuring isn’t just about accuracy - it's about understanding behavior, cost, fairness, and performance in real time. Thankfully, we’re not starting from scratch. The MLOps and LLMOps communities ...

Sep 18, 2025 · 2 min readtechiesourav.hashnode.dev

Vector Search: The Neural Pathway That's Rewiring How AI Thinks About Knowledge

Most people think GenAI is just about the models getting smarter. But here's the hidden truth: the real breakthrough isn't in making LLMs more intelligent - it's in making them more knowledgeable about your specific context. And that's where vector s...

Jul 16, 2025 · 4 min readtechiesourav.hashnode.dev

Stop Confusing Data Mesh and Data Fabric

Walk into any enterprise architecture meeting and mention "data mesh" or "data fabric," and watch the room divide into camps. Some treat them as interchangeable buzzwords, others as competing philosophies. But here's the reality: they're solving the ...

Jul 10, 2025 · 3 min readtechiesourav.hashnode.dev

The Leadership Paradox: Why Your Best Intentions Might Be Crushing Your Team's Spirit

Picture this: You're in a team meeting, someone shares an idea that misses the mark, and your leadership instincts kick in. You want to course-correct immediately, right there in the moment. After all, isn't real-time feedback what high-performing te...

Jul 10, 2025 · 3 min readtechiesourav.hashnode.dev

The Product-Minded Engineer: Why Technical Skills Alone No Longer Guarantee Career Success

✴️ Understanding the Fundamental Shift in Engineering Expectations The most successful engineers today share a common trait that has nothing to do with their ability to write elegant code or architect complex systems. Product-minded engineers are dev...

Jul 6, 2025 · 5 min readtechiesourav.hashnode.dev

Sourav Ghosh

About

Available for

Sourav Ghosh's blogs

AI Isn't Magic - It's a System, and Systems Need Observability.

Vector Search: The Neural Pathway That's Rewiring How AI Thinks About Knowledge

Stop Confusing Data Mesh and Data Fabric

The Leadership Paradox: Why Your Best Intentions Might Be Crushing Your Team's Spirit

The Product-Minded Engineer: Why Technical Skills Alone No Longer Guarantee Career Success

Sourav Ghosh

About

Available for

Sourav Ghosh's blogs

AI Isn't Magic - It's a System, and Systems Need Observability.

Vector Search: The Neural Pathway That's Rewiring How AI Thinks About Knowledge

Stop Confusing Data Mesh and Data Fabric

The Leadership Paradox: Why Your Best Intentions Might Be Crushing Your Team's Spirit

The Product-Minded Engineer: Why Technical Skills Alone No Longer Guarantee Career Success

Sourav Ghosh

About

Available for

Sourav Ghosh's blogs

AI Isn't Magic - It's a System, and Systems Need Observability.

Vector Search: The Neural Pathway That's Rewiring How AI Thinks About Knowledge

Stop Confusing Data Mesh and Data Fabric

The Leadership Paradox: Why Your Best Intentions Might Be Crushing Your Team's Spirit

The Product-Minded Engineer: Why Technical Skills Alone No Longer Guarantee Career Success

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Sourav Ghosh

About

Available for

Sourav Ghosh's blogs

AI Isn't Magic - It's a System, and Systems Need Observability.

Vector Search: The Neural Pathway That's Rewiring How AI Thinks About Knowledge

Stop Confusing Data Mesh and Data Fabric

The Leadership Paradox: Why Your Best Intentions Might Be Crushing Your Team's Spirit

The Product-Minded Engineer: Why Technical Skills Alone No Longer Guarantee Career Success