CognitionSWE
SWE-grep
SWE-grep uses multi-turn reinforcement learning for repository exploration. It can make up to eight parallel tool calls per turn across a four-turn search.
What the release provides
Its tool set uses grep, read and glob operations. Three turns explore the repository; the fourth returns file names and line ranges. This structured output supplies context to the main coding agent.Cognition: SWE-grep and SWE-grep-mini
How to use it well
Practical guidance. Use the returned locations to inspect original code. Search results can omit a dependency or call site, so confirm the relevant paths before changing shared behavior.
Specifications & access
| Detail | Value and conditions |
|---|---|
| Access | Provider product |
| Product use | Powers Fast Context in Devin DesktopDevin: Fast Context |
Related models
- SWE-grep-mini
Cognition ยท SWE
A smaller code-search model used by Fast Context.
Launch date not confirmedProvider product