What can I help you build?

Plan, write, debug, and review software with models, skills, and tools in one focused workspace.

From the journal

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Red and yellow lines spiral around a central circle

Attention Is All You Need, without the mythology

Research25 August 202614 min read

Abstract colorful wavy lines with sunset hues

Agentic AI is a system, not a model

Agents14 min read

Blue and white wavy stripes creating an optical illusion

Context windows are not memory

LLM systems13 min read

One workspace, configured for the task.

Keep the interface quiet. Bring in more capability only when the work needs it.

Automatic task routing

Ox identifies whether the request needs building, debugging, review, testing, or architecture work.

Use evidence when it matters

Let the agent calculate, inspect public technical pages, and call approved project endpoints.

Connect once

Add trusted MCP servers, public skills, or project endpoints in settings. Ox calls them only when relevant.

Keep the work reviewable

Attach focused files, see tool activity, stop a response, and continue from saved history.

Start coding

Choose the model. Keep the agent automatic.

Model choice stays explicit. Ox decides how to approach the task, when to use deeper reasoning, and which tools can improve the answer.

Primary reasoning model

Ox Alpha

Primary model for long coding and agent tasks. Built for long, multi-step work with reasoning support and a 1m context window.

Reasoning: Supported
Context: 1M context

1M context

Open-weight option

Qwen 3.8 27B

Multimodal reasoning for code and visual tasks.

1M context

Fast reasoning option

DeepSeek V4 Flash

Fast reasoning with strong tool support.

A quiet interface. Real capability underneath.

Ox selects tools only when they add evidence, precision, or access to a connection you approved.

Current public evidence

Web search

Search current public web sources and cite the pages used. The answer keeps the source links so you can inspect the evidence yourself.

Web reader

Read a public text or documentation URL safely.

Calculator

Evaluate arithmetic without executing code.

Current time

Check the date and time in an IANA time zone.

MCP and custom actions

Add a trusted public Streamable HTTP server, internet skill, or project endpoint in settings. Ox calls it only when the task needs it.

Open workspace

Latest from the journal

Colorful abstract faces with varied expressions

Choose AI models by the work they must do

Models17 August 2026

Abstract pattern of overlapping orange, white, and dark blue lines

A coding agent should call a tool for evidence

Tools13 August 2026

Benchmarks are measurements, not the product

Evaluation9 August 2026

Abstract artwork of red and blue overlapping lines

Internet skills should guide an agent, not control it

Skills4 August 2026

Bring a real task.

Describe the task, connect the tools you trust, and let Ox choose the working method.

Start coding