Extract an OpenAPI specification directly from framework source code when no spec file exists. Enable linting and diffing by generating the spec from FastAPI routes instead of requiring a checked-in file.
Deploy web projects to production on Varity with automatic framework detection, building, and live hosting at a custom URL. Zero configuration required.
Search past experiences and memories using natural-language queries to solve problems, debug errors, or make design decisions. Filter by time, tags, entity, and more.
Identify candidate route handlers by matching entry-point-shaped names/signatures across frameworks. Confidence scores guide verification; use it to find potential handlers, not confirmed routes.
Analyze a repository to reveal project type, languages, file sizes, module dependencies, and circular import warnings. Use this to understand the codebase structure before making changes.
Retrieve the complete content of a guide by providing its guide ID. Ideal for getting full context for a short guide or implementing a feature from scratch.
Generate a day-one knowledge-transfer package for new developers, including system overview, workflow diagrams, and gotchas table to accelerate onboarding.
Find information across web, academic sources, or library documentation with configurable search actions. Returns titles, URLs, and snippets; use extract for full page content.