AI Lab

Purpose driven AI models for the problems developers actually have.

Drufiy is an AI lab where we pick one category of engineering pain at a time and build a model that ends it. Prash is the beginning of that journey!

1 model live·4 planned this year·50+ active testers
prash.log● live
01 — Models

Four models. One thesis.

Each model removes one category of engineering pain. Permanently. We do not build wrappers but models designed end-to-end for one job.

Live · v0.1

Prash

Autonomous CI/CD healing. Detects failed GitHub Actions runs, traces root cause through your codebase, opens a fix PR.

CI/CDGitHub ActionsPythonNodeGoJava
Try Prash →
Coming Late 2026

GlitchAI

Consumer self-healing AI for everyday devices. When your machine breaks, GlitchAI diagnoses and fixes it.

ConsumerDiagnosticsOn-device
Join waitlist →
In development

M03

The next category of engineering pain we're eliminating. Scope locked. Build started.

Announcing soon

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M04

We don't announce until it's ready.

Announcing soon

02 — Method

How we build.

A three-step thesis. We repeat it until each category of pain is dead, then move to the next.

01 — Identify

Find the pain.

We pick one category of engineering pain. Not five. One. We talk to developers until we understand it cellularly — the failure modes, the workarounds, the lost hours.

02 — Build

Build narrow. Build deep.

We build a purpose-built model. Not a prompt wrapper. Not a generic agent with a system prompt. A model designed end-to-end for that one problem, with its own pipeline and evals.

03 — Ship

Put it in front of devs.

We ship to real developers fast. We iterate against real CI failures, real bugs, real production code. No staging-environment theater.

03 — About

About Drufiy AI Private Limited

Drufiy is an independent AI lab based in India, building purpose-built models for developer pain. We are pre-seed, pre-institutional, and shipping.

We believe general-purpose AI will not solve specific engineering problems well. A model that knows everything knows nothing deeply. So we build narrow. We build deep. We build models that beat generalists at the one job they were made for.

“Today drufiy builds for developers,tommorow we will change who calls them one ”

- Aradhya and Maneesh

The next decade of AI will not be won by labs with the best résumés. It will be won by the ones who ship the fastest against real users. We are pre-seed. We are pre-institutional. We have one model live, 50+ developers using it, and three more queued for this financial year. We are two business majors who were told we had no business building a tech company and we choose to built one anyway. Drufiy does not build prompt wrappers dressed as products but purpose-built models, one category of developer pain at a time, until that category is dead. If you write cheques before the market is obvious, write to us.

For investors →