Applied AI research, shipped as products

AI you don't have totake on faith.

We build AI for the high-stakes moments - untrusted code, grading at scale, agents on the loose - and back every one with proof you can check, not promises.

Open Rustbox See the proof

orkait · verdicts

# every claim below returns a verdict you can check.

agent code live

$ curl rustbox.sh/api/submit -d '{"code":"<agent_patch>"}'

● AC Accepted · kernel isolation · syscall trace · exit 0

model weights

$ python -m orka verify model.orka

● ~2 bits/weight · perplexity vs fp16, measured

agent memory

> SIMILAR TO "paris travel" LIMIT 10

● 10 memories · 127 µs · scores attached

Real commands · rustbox.sh · github.com/orkait

Products

Start with Rustbox.

Live Secure execution

Rustbox

Run untrusted code without trusting it.

Kernel-enforced sandboxing on Linux namespaces and cgroups. Single binary, no Docker daemon.

8
languages: 22
adversarial tests: 0
sandbox escapes

Open Rustbox

BooleanStack

Software learning

Serious practice that rewards depth, not streaks.

booleanstack.com
Zen

Interface creation

Describe a screen. Get a usable one.

Coming soon