The coding model I built, served from my own hardware.

Most "AI founders" resell someone else's model. I built and host my own.

No OpenAI key behind a paywall. No fine-tune of a hosted base you don't control. Kaiju-Coder was trained with MLX on Apple Silicon, quantized to run fast on consumer hardware, and is served from a machine sitting in my office. That is the entire pitch, and it is true.

One request away.

Grab a key, point your client at the endpoint, and send a message. It speaks the OpenAI Chat Completions format, so anything that already works with OpenAI works here.

curl https://api.rmdw.ai/v1/chat/completions \
  -H "Authorization: Bearer rmdw-YOUR_KEY" \
  -H "Content-Type: application/json" \
  -d '{"messages":[{"role":"user","content":"Build me a landing page for a bakery"}]}'

# pip install openai. it's a true drop-in
from openai import OpenAI

client = OpenAI(
    base_url="https://api.rmdw.ai/v1",
    api_key="rmdw-YOUR_KEY",
)

resp = client.chat.completions.create(
    model="kaiju-coder-mlx",
    messages=[{"role": "user",
                "content": "Build me a landing page for a bakery"}],
)
print(resp.choices[0].message.content)

// npm i openai
import OpenAI from "openai";

const client = new OpenAI({
  baseURL: "https://api.rmdw.ai/v1",
  apiKey: "rmdw-YOUR_KEY",
});

const resp = await client.chat.completions.create({
  model: "kaiju-coder-mlx",
  messages: [{ role: "user", content: "Build me a landing page for a bakery" }],
});
console.log(resp.choices[0].message.content);

# streaming works exactly like OpenAI. just pass stream=True
stream = client.chat.completions.create(
    model="kaiju-coder-mlx",
    messages=[{"role": "user", "content": "Write a Stripe invoice webhook"}],
    stream=True,
)
for chunk in stream:
    print(chunk.choices[0].delta.content or "", end="")

Two values, and it runs anywhere OpenAI does.

Your welcome email gives you a key. Point any OpenAI-compatible client at the endpoint with these two values and you are live. Nothing new to install.

Tuned for one job: building software for real businesses.

Kaiju-Coder isn't trying to win a general benchmark. It's specialized for the business-builder niche: the websites, tools, and plumbing that small companies actually pay for. That's the work it does at RMDW, every day.

Honest tiers. Tokens, not seats.

Start free, upgrade when the work is real. Every plan hits the same model on the same hardware. You're just buying more of it.

Need volume beyond Pro, or a private model tuned for your business? That's RMDW consulting. Email info@rmdwllc.com.