I build practical systems at the edge of medicine, AI, and operations.
I am Shree Mulay: a physician-builder focused on prevention, AI-native operations, cloud infrastructure, and scalable systems that let small teams operate like big ones.
Core Focus
AI-Native Operations
Designing workflows where agents, specs, tests, and humans share a clean operating surface.
Clinical Systems
Building safer, simpler systems for prevention-oriented kidney care.
Scalable Infrastructure
Systems that grow from one useful workflow into reliable operating infrastructure.
Recent Writing
The Layers Behind One Website Revision: How My AI Agent Stack Actually Runs
A case study of one incremental website revision moving through planning, orchestration, specialist agents, memory, tests, review, and delivery.
Google Secret Manager: Stop Hardcoding API Keys
Google Secret Manager moves hardcoded API keys out of source code and into versioned, IAM-controlled storage. Follow a safer migration and rotation path.
How I Got Opus Back Under My Max Plan
How I run Claude Opus 5 in my own coding setup using the Max subscription I already pay for, what broke first, and where the limits are.
Now
A current snapshot of what I am focused on and what I am learning.
See what I'm doing now