Octokraft

The product is a bug detection tool for large codebases that finds failures missed by line-by-line analysis by combining code structure, history, tests, architecture, conventions, and pull requests. It is for developers and engineering teams in businesses managing large repositories who need to verify defects and review changes. It is positioned against line-by-line tools by following callers, data flow, and execution paths across the repository and separating claims from evidence to deliver high-precision findings with almost no false positives.

Key features

• High-precision findings with verification path
• Pull request review with merge decision
• Dashboards for health and architecture
• Generated docs and mined conventions
• MCP and GitHub integration
• Code graph across callers and data flow
• Repository data via churn and history
• Architecture and convention context check
• Separate claim and evidence adjudication
• Intent and scope classification
• Graph and zone impact mapping
• Findings anchored to diff lines
• Convention drift and hotspot checks
• Parallel work and conflict detection
• Health and merge verdict projection