Use cases
Use-case guides
Start with the job to be done. Each guide points to the models and tools most likely to fit.
coding
Coding copilots & repo execution
Prioritize reliability, diff quality, tool-calling control, and the ability to maintain focus across multi-file edits.
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research
Research synthesis & analyst workflows
Prioritize source grounding, multilingual reading, long-context reasoning, and a retrieval stack that stays inspectable.
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agent-automation
Agent automation & operations
Prioritize tool reliability, composability, secret handling, and robust state management across long-running flows.
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