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STARGA

Infrastructure for the AI era 

STARGA builds foundational systems for AI.

Mind is a systems programming language that compiles tensor shapes at build time.

Explore Mind

About STARGA

Deep tech for AI infrastructure

We build compilers, not wrappers. STARGA exists because AI infrastructure should be engineered from the ground up.

Mind is our flagship product: a systems language where tensor shapes live in the type system. The compiler catches what Python can't.

No runtime surprises. No rewrite to C++ for production. We build it.

Founded

2025

Delaware C Corp

Focus

AI Infra

Systems programming

Product

Mind

Compiler + commercial runtime

Contact

info@star.ga

1-877-STARGA-1

Why Mind

A systems language built for AI infrastructure.

Mind compiles tensor shapes at build time—

eliminating an entire class of production failures.

136,000×
faster than PyTorch compile
100%
shape errors caught at compile
0
heap allocations at inference
Bit-identical
outputs across runs
1
language, prototype to prod

fn forward(x: Tensor[B, 784]):

h = relu(x @ w1)

return h @ w2

types check

shapes verified

.so

native binary

Tensor shapes in the type system

Tensor[batch, 784] × Tensor[784, 256] → dimensions verified at build time.
Shape mismatches become compile errors, not runtime failures.

No interpreter overhead

Mind compiles to native machine code. No GIL. No GC pauses. No Python runtime. Just your computation on bare metal—at the speed you designed it.

0msGIL wait time

One language, full stack

Research in Mind. Deploy in Mind. No rewrites. No ONNX hell. No framework lock-in. The same code that proves your idea also ships to production.

Open core model

Mind uses a dual license: open core compiler you can inspect and modify, plus commercial runtime for enterprise deployment with support and guarantees.

$ git clone github.com/star-ga/mind

Pricing

Start free, scale as you grow

Mind is open source at heart. When you need enterprise features, we're ready to support your scale.

Community

Freeforever
Open core compiler • Dual license
Compile-time shape checks & autodiff
MLIR + LLVM code generation
Community Discord & GitHub support
Unlimited projects & users

Pro

Featured
$99/seat/month
Hosted Mind Cloud control plane
Deterministic execution mode
Basic audit logs (30-day retention)
Email support (48-hour response)
Up to 10 users
Everything in Community

Teams

$399/month
Unlimited team members
Extended audit logs (90-day retention)
Priority support (24-hour response)
Team collaboration features
Usage analytics dashboard
Everything in Pro

Enterprise

Custom
On-premises / VPC deployment
Extended audit logs (custom retention)
Custom SLA & uptime guarantees
Dedicated Slack channel & TAM
Training & onboarding sessions
Everything in Community
Everything in Pro
Neural backbone visualization

Let's discuss your
infrastructure requirements

Whether you're scaling AI systems or evaluating infrastructure investments, our engineering team is available for technical discussions. Start with the open core compiler or explore enterprise deployment options.

Open core • Dual license