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Driver

Context for codebases.

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Driver is a codebase context compiler that pre-processes repositories into symbol-complete, structured context for AI agents, replacing ad hoc exploration, manual steering documents, and retrieval pipelines. It parses source files, builds syntax trees, resolves symbols, and maps dependencies across services and languages, producing deterministic output that stays current as commits land.

Core capabilities include the Codebase Atlas, a thematic architecture map with section detail on demand; a symbol-level context graph exposing dependency, mirror, and co-change edges with change blast radius analysis; and development history broken down by period with commit-level detail. Context is delivered through an MCP server, REST API, and an AI SDLC plugin for Claude Code and Cursor, with integrations for GitHub, GitLab, Bitbucket, and Azure DevOps. SSO, SCIM, and IdP group mapping are supported for access control.

Driver is aimed at engineering teams, along with support, product, and QA roles that need codebase knowledge. Plans are sized by source lines analyzed per year across Team, Organization, and Enterprise editions, with a platform fee plus separately billed LLM tokens and no per-seat metering. Deployment options include multi-tenant SaaS, single-tenant, and regulated environments.

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