Bhaskara AI Lab

Mathematics-first software
for ambitious builders.

We build Sarathi, a local-first coding agent that plans, writes, and verifies work against real runtimes on your machine.

Principles

Three convictions, in order.

Everything we ship is downstream of these. They are not marketing — they are the filter on every design decision.

01

Mathematics first

We begin with first principles, then test them against evidence. Mathematical elegance is a hypothesis until independent results show that it works.

02

Local-first by design

Software that runs on your machine, against your keys, on your terms. No silent telemetry, no rented intelligence. Your work never leaves your custody unless you choose.

03

Built to last

A small lab shipping tools we use ourselves. No engagement metrics, no growth loops. We measure success in decades of useful software, not quarters of attention.

Products

One product. One standard.

Useful software should respect your machine, survive real verification, and make difficult work meaningfully easier.

Research

The shape of the work.

Our research and engineering share one discipline: claims must survive contact with ground truth.

In code, the runtime is the test. In research, independent evidence is the test. We keep the claim smaller than the proof.

R1

Hostile verification

Treating code output as adversarial: launch real runtimes, probe endpoints, fail loudly. Verification is not a second model — it is ground truth.

R2

Local autonomy

Agent loops that plan, execute, and recover on-device. Long-horizon memory and crash recovery that resumes exactly where the queue stopped.

Contact

Building something at the edge of math and software?

We take on a small number of research and engineering engagements where the problem is hard and the math matters. Reach out.

lab@bhaskara.io