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Designing the Future of Policy-Driven AI: My Ongoing Journey with Semantic Chunking, Blue/Green RAG, and Ollama + pgvector
Where I’m Starting Right now, I’m deep into an AI project that’s both exciting and challenging. The mission? To design and implement an...
Chandrasekar Jayabharathy
Aug 142 min read


Continuous Policy Updates for LLM-Driven Systems: A Practical Guide
In the era of AI-powered automation, compliance and risk systems must adapt to frequent policy changes without downtime or risky model...
Chandrasekar Jayabharathy
Aug 43 min read


Cloud-Native ≠ Cloud-Ready: Why This Distinction Matters in the Era of AI and Modern Cloud
I learned early in my cloud journey that just because an application runs in the cloud doesn’t mean it’s truly cloud-native. I’ve seen...
Chandrasekar Jayabharathy
Jul 173 min read


The ROI of Modern Architecture: The Decade of Continuous, Autonomous Innovation
“The most valuable architectures of tomorrow won’t just run the business. They’ll learn , adapt , and create business value...
Chandrasekar Jayabharathy
Jul 123 min read


AI Integration Isn’t a Plugin. It’s an Architectural Commitment
Architecting AI Integration: A Comprehensive Enterprise Framework Enterprise AI is not a “plug-and-play” add on but a systemic...
Chandrasekar Jayabharathy
Jul 1110 min read
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