Show HN: Open-source]IntentGuard: Catch PRs that pass tests but miss the ticket (github.com)

IntentGuard, an open-source tool, has been launched to address potential pitfalls when AI coding agents produce code that technically passes tests but diverges from project requirements. This tool analyzes pull requests (PRs) in relation to linked Linear issues and the current sprint context, categorizing them as ALIGNED, MISALIGNED, or UNCLEAR based on their adherence to specified intents. Unlike traditional code review tools, IntentGuard focuses solely on whether the code fulfills its intended purpose rather than evaluating style or bugs. This initiative is significant for the AI/ML community as it bridges the gap between AI-generated code and human-centric coding frameworks, ensuring that automated code generation remains aligned with business goals. Its integration with GitHub Actions allows for self-hosting while keeping data secure by not transmitting information outside configured parameters. The tool employs a straightforward workflow to check PRs against Linear issues, providing developers with clear insights and reducing the risks associated with code implementations that stray from project specifications. By prioritizing alignment with project intent, IntentGuard enhances both code quality and team efficiency in agile development environments.