About

I'm Siddharth Sukumar. I build agent systems for production — specifically, ones that have to work reliably without a human in the loop on every step.

Remediate Labs is the latest version of that work: a multi-agent platform that watches a production deployment, catches errors, diagnoses them against the actual codebase, and opens fix PRs. It's been the centerpiece of my engineering work for the last several months. The blog covers what I've learned shipping it.

What I'm working on

• agent-platform — the system at app.remediatelabs.io. 5 agents, FastAPI, Postgres + pgvector, ECS Fargate. Architecture deep-dive →
• Writing — debugging stories and architecture posts on the blog.

What I look for

I'm interested in AI Engineer / agent systems roles where the work involves: production-grade agent design, retrieval architecture, eval-driven decisions on model and prompt changes, and observability for non-deterministic systems.

Get in touch

• Email — sidreddy88@gmail.com
• GitHub — sidreddy88
• Live demo — app.remediatelabs.io