Hi! I’m Shyamal.
I care about building great software.
I think, write and talk about software quality, AI engineering and building reliable user-centric software. I’m also the founder of refluent·
A little about me
Curious about the systems behind good software.
I’m interested in what helps people and teams build with confidence: clear thinking, useful feedback, strong engineering practices, and quality systems that fit the way modern software is actually made.
Here I share practical ideas about software quality, AI engineering, and the craft of turning complex technology into something genuinely useful.
Writing & resources
Thinking in public.
Notes and practical resources about quality, engineering, and building well in the AI era.
My company
refluent·
refluent· helps software teams realign quality with the realities of modern engineering—creating systems that reduce friction and make good delivery repeatable.
Visit refluent·