Luger principles
Get to the substance. Keep the task in focus.
Luger is AI for code, research and demanding work. We value concrete answers and the ability to shape how you work. The result should be clear and verifiable.
Start with the task
Describe the goal, inputs and constraints. Ask for code, an analysis of arguments or an experiment plan in the format you need. We aim for substantive answers you can verify and use in your work.
Choose the approach
Instructions and roles help set tone, depth and perspective. They guide the conversation; they do not guarantee enforcement of an organization’s policy. With the API, your application defines messages and tools, and validates and executes actions.
Difficult topics need context
Security research, contested ideas and creative fiction can call for direct language. Describe the authorized environment and research goal. Roles help you choose the tone and approach.
Keep a human in the loop
The model can make mistakes, miss details or refuse a request. Check code, sources and conclusions. Neither long context nor a role guarantees accuracy, lawful output or an answer to every request.
Work with Luger
AI for code, research and demanding work.
You set the context. Luger digs into the task.
Code and security
From code review to threat modeling. Draft tests, compare architectures and shape reproducible reports for authorized security research.
Go deeper into research
Turn documents into arguments and questions into hypotheses. Unpack your material, compare sources and plan an experiment.
Your workflow. Two ways to connect.
Chat to work through the problem: files, roles and tools. API for your programs: streaming, tool calls and token-based billing.
Start free: a trial balance for everything, then a welcome balance and a daily allowance after sign-in.