SRIKANTH ROOPA
Blog
Contact
Blog
Thoughts on AI, machine learning, and software engineering
Feb 26
The Same Intuition, Two Different Bets
Feb 22
Building Institutional Memory in Practice: How a Context Graph Gets Populated and Used
Feb 18
Beyond Retrieval: Why AI Agents Need a Context Graph, Not a Vector Store
Feb 16
Why Your AI System Looks Fine in Staging But Burns in Production
Feb 10
Why Your RAG Metrics Are Lying to You: Measuring What Actually Matters
Feb 05
Traditional Testing Falls Apart When Your AI Becomes an Agent
Jan 15
Layered Chunking: Dual-Criteria Filtering in RAG Pipelines
Jan 03
Distributed LLM Inference Pipelines