Manoj Singh Negi

I help startups ship software that lasts.

I've built and scaled products across health and consumer startups, from early traction to production. Now I'm focused on AI tools, open source, and helping teams move faster with AI.

Let's work together

GitHub YouTube Blog

What I'm building

orch

The local multi-agent coding pipeline — turns a task into staged, verified, committed code.

View on GitHub

AGN CLI

A small, focused coding agent for your terminal—simple enough to fit in your head.

View on GitHub

Vortex

Personal context skills for AI agents—collect, learn, log facts, and compile one file for any AI.

View on GitHub

Companies I have helped build

5axis.health MDExam Brij.it Autism 360™Conscia Avibra

Create Your Own Hand Tracking Mouse with AI

Create a Hand Tracker in Python: Step by Step Guide Using MediaPipe & OpenCV

Using Chrome Side Panels in Your Extension with Plasmo

Code with me

Debuggingmylife.com

Your customers don't care which model you're using. They care about what your product does.

April 22, 2026

In 2026, the smartest AI teams aren't using one model. They're using many. Not because they can't pick one. Because they know better. Every model [...]

The Real AI Hiring Problem. Companies Don't Know What They Need

April 17, 2026

AI hiring is booming. AI Engineer roles grew 143% year over year. Companies are competing hard for talent. But here's the problem. Most of them [...]

RAG vs Fine Tuning

April 15, 2026

Both are ways to customize an LLM for your use case. But they solve fundamentally different problems. RAG works best when you need the latest [...]

View All Posts

Manoj Singh Negi

What I'm building

Latest from the Blog