the nilenso blog. ensonians write about work and life

Exploring RAG based approach for Text to SQL
MCP explained without hype or fluff
A database optimisation story ft. Sir Sonnet
Tiny Models, Local Throttles: Exploring My Local AI Dev Setup
I’ve been exploring how small, open-source language models can fit into a local development setup to improve how I work day-to-day.
Text-to-SQL with GenAI: A Practical Exploration
My GenAI workflow for building a voice assistant
Learn any new programming framework with the help of GenAI
I built an AI prototype that can participate in our internal meetings
A ‘systems thinking’ approach to saving lives from heart attacks and strokes
Thoughts on tldraw computer
Atharva attempts to take on writer's block using an AI canvas computer.
Good enough data
Data collection and visualisation are complex, and require effort, time and money. Recognise when you have "good enough" data, and move to the next step. Your time and resources are better spent driving meaningful impact than chasing perfection.
A caution against ephemeralization