Odin Labs

Bring Intelligence Home.
Build with Private, Local LLM AI.

The Cognitive Context Engine that learns your code, your style, and your intent — without the cloud or waste.

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RepoQC
Autopilot Fixer
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We Believe Intelligence Should Belong to Its Creators.

Odin Labs exists because developers deserve AI that understands them — privately, efficiently, and sustainably. We don’t just build code; we build understanding.

“The goal isn’t to replace the developer. The goal is to give the developer a team of tireless, expert agents that handle the noise, so they can focus on the signal.”

— Mitchell Tieleman, Founder of Odin Labs

Pioneering the Cognitive Core

Our R&D is focused on building a true artificial developer. This isn't just about code generation; it's about creating a system that understands context, intent, and quality. The Cognitive Context Engine is the brain behind it all.

Sustainable by Design: The Green AI Advantage

The future of AI can't be built on a foundation of waste. Our local-first model is designed for maximum efficiency, leveraging your existing hardware to create a smarter, more sustainable, and more secure development ecosystem.

Reduce Your Footprint
By processing data locally, we dramatically cut down on the massive energy consumption and carbon emissions of large-scale data centers.
Lower Your Costs
Eliminate expensive, token-based API calls to cloud providers. Run powerful AI on your existing hardware, turning a variable cost into a fixed asset.
Own Your Data
Your code is your most valuable asset. Our local-first approach means your proprietary data never leaves your secure infrastructure.
Repurpose Hardware
Our efficient models give new life to older machines, reducing e-waste and extending the value of your existing infrastructure.

Featured Research

A glimpse into our ongoing research in autonomous development. See the full projects in our .Experiment Hub.

Deep Dive: Agentic Workflows
An exploration of how chaining AI agents together is the next frontier in development.
Deep Dive: Security by Design
A look under the hood of how our agents find and patch vulnerabilities before they reach production.
Deep Dive: The Cost of Cloud AI
The hidden financial and security risks of relying on third-party APIs for your development workflow.

Live R&D Operations

Watch our agents collaborate in real-time in the .Experiment Hub.

Live Agent Operations

From the Whitepaper

"We've been building on a model that's expensive, slow, and raises serious questions about data privacy. My work is about solving this. I call it the Cognitive Context Engine — a new way to build AI agents that are truly local-first. It’s about creating a highly compressed, dynamic context from your codebase that allows smaller, specialized models to work with incredible precision, right on your machine."
Read the full vision

Security by Design

Your code is your most valuable asset. Our local-first model means it never leaves your secure infrastructure. Agents run on your machines, under your control.

The Cognitive Context Engine

Syntactic Analyzer

Semantic Analyzer

Intentional Analyzer

Evolutionary Analyzer

Human Pattern Analyzer

50,000 tokens compressed into 2,000 focused insights.

Questions? Let's have a coffee.

I'm always happy to chat about AI, software, or anything else. Drop me a line and let's connect.