sumit patel · full-stack engineer_

Currently building tooling for AI-agent-driven development.

Full-stack engineer — a decade from Angular and React Native through Node, Postgres, and Kubernetes. These days: evaluation harnesses, incident analysis, and durable memory for AI agents — built in the open and battle-tested on my own workflow.

Explore the lab ↓ Read the story →
📍 India · UTC+5:30 💼 Technical Lead @ PTC ⭐ — stars on GitHub
// the approach
“I haven't written a line of code in two years — and I ship more than ever.”

Everything below was built by directing AI agents — with the harnesses, memory systems, and docs infrastructure that make that actually work. That loop is the product. Here's how →

// projects

The lab

Three active open-source projects covering the agent-driven engineering loop: evaluate agents honestly, let them investigate incidents, give them durable memory. Star counts and activity are live from GitHub.

// writing

Notes from the journey

Long-form write-ups on Medium — latest posts pulled live from the feed.

All posts on Medium →
// about

Hi, I'm Sumit.

Sumit Patel

I'm a full-stack engineer with 8+ years across the stack — Node, React and React Native, Postgres, and Kubernetes — currently a Technical Lead building SaaS products. Along the way: an MTech from BITS Pilani, four TopCoder challenge wins, and an open-source start with react-native-use-websocket, a WebSocket hook still in production use today.

These days I work differently: I direct AI agents rather than typing the code myself, and I build the missing infrastructure that makes that trustworthy — SREForge to test whether agents can genuinely resolve incidents, PrismaLens to let them investigate real ones, and mage-memory to give them durable knowledge. Each ships with proper documentation on its own domain.

Want to talk tooling, agents, or SRE? Email me, find me on GitHub, or connect on LinkedIn.