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Nagappan S
Building scalable products at the intersection of Full Stack Engineering & AI
You're forty messages deep into a conversation with Claude or ChatGPT, working through a gnarly refactor. You pasted in three files earlier, explained your architecture, and the AI gave you genuinely
Salman Parvez
Self-taught full-stack engineer. Founder of ML Systems, a Rhode Island construction tech company. Shipped a React Native app to both stores
"Bigger windows buy you room, not comprehension." That's the line I'll keep. We learned it the expensive way.
Brian · AI News
AI news notes on model rumors and what actually shipped.
Model rankings move weekly so I stop chasing the chart and lock a default for a sprint. The win is a stable loop with clear failure modes not a new top score every Monday.
Salman Parvez
Self-taught full-stack engineer. Founder of ML Systems, a Rhode Island construction tech company. Shipped a React Native app to both stores
"Bigger windows buy you room, not comprehension." That's the line I'll keep. We learned it the expensive way.