Thoughts on AI, Cloud Architecture, GenAI, Agentic Systems, and Software Engineering — published on Medium.
AI agents are no longer just “cool demos” — they’re moving into production. But without a circuit breaker, your next deployment could be a financial disaster.We’ve all seen the horror stories. You dep...
In sports analytics, the “pre-review” is everything. It’s the window where experts debate matchups, injuries, and odds. To understand the market sentiment before an NBA game, we initially used GPT-4. ...
In my entrepreneurial journey, probably after every six months, i faced this question — “Now what?” and i am sure that all of us face this question at different stages in life.But the beautiful thing ...
To the people who doesnt know assembler, it sounds like a simple language port. But in reality, it’s more like trying to translate a manual for a 1960s jet engine into a blueprint for a self-driving T...
Today, one of my relatives called with a question that used to have a simple answer:“Should we put him in medical or engineering?”Twenty years ago, this decision felt almost deterministic.Life followe...
Consolidating a fragmented landscape of hundreds of legacy applications and modernize them — is less about “innovation” and more about strategic stabilization. When source code is missing, data is dis...
In the previous article, we explored CrewAI’s role-based, structured approach to AI agents. But what if your problem is too complex for a fixed sequence? What if the solution requires agents to brains...
In the rapidly evolving landscape of Artificial Intelligence, we are moving beyond single-prompt interactions toward Agentic Workflows. At the forefront of this shift is CrewAI, an open-source framewo...
