Engineered for Entropy.
We are building the deterministic scaffolding for a probabilistic world. Join us in defining the kernel-level primitives for the agentic future.
use akios_core::runtime::{Agent, Policy};
use akios_core::governance::Cage;
#[tokio::main]
async fn main() -> Result<(), Error> {
// 1. Define the deterministic boundary
let cage = Cage::new()
.allow_host("api.stripe.com")
.max_compute_budget(50.0) // USD
.enforce_replayability(true);
// 2. Initialize the probabilistic agent
let agent = Agent::builder()
.model("llama-3-70b-instruct")
.with_policy(cage)
.build()?;
// 3. Execute with guarantees
// If the agent hallucinates a policy violation,
// the runtime panics before the network call.
agent.run("process_refunds").await?;
Ok(())
}The Engineering Philosophy
We don't believe in "prompt engineering" as a substitute for systems engineering. We build robust, type-safe infrastructure.
Rust & Go Core
Performance is a feature. We write our sidecars and data planes in Rust and Go to ensure millisecond-latency overhead and memory safety at the edge.
Deterministic by Default
We treat non-determinism as a bug. Our replay engine ensures that every agent state can be reconstructed bit-for-bit, regardless of the underlying model.
Kubernetes Native
We don't reinvent orchestration. AKIOS integrates deeply with K8s, exposing agents as standard CRDs that can be managed with existing DevOps tooling.
Tools of the Trade.
Rust
Core Runtime
Go
Network Proxy
TypeScript
SDK & UI
Python
Model Serving
Kubernetes
Orchestration
gRPC
Communication
ClickHouse
Telemetry
NATS
Messaging
Postgres
State
Terraform
IaC
From the Logbook.
The Case for Local Inference
Why we moved our core reasoning loop from GPT-4 to fine-tuned Llama 3 on-prem.
Semantic Tracing at 10k TPS
Building a high-throughput telemetry pipeline with ClickHouse and NATS.
Sandboxing Python Interpreters
Using gVisor and Firecracker to safely execute untrusted agent code.
Build with us.
We are looking for systems engineers who want to solve the hardest problems in AI infrastructure.