Notes from the lab.
What we are learning while building AI for materials discovery, written by the people doing the work. One entry a week.
№ 029 minLatest
We Deleted Autoscaling & Finally Scaled
Note: no Kubernetes was used in the making of this architecture.
Vibhansh Gupta · Head of Product · engineering
Read the entry- № 01
10 min
Why I quit my PhD.
Two months into a doctorate, with working software on a laptop and a family that talks about reactors at dinner, the choice got obvious. How Novyte started.
Ajaz Khan · Founder & CEO · founder, company
Also in the press
All coverage
Inc42 · July 2026
Novyte banks on agentic AI to solve the optimisation puzzle in materials science.
Inc42 profiles how Novyte's chemistry-aware agentic AI streamlines materials R&D for chemical companies — reading the research literature, recommending experiments, and validating candidates with quantum chemistry to compress the path to commercialization.