Show HN: SpecSource – AI That Writes Linear Specs from Sentry, GitHub, & Slack (www.specsource.ai)

SpecSource, a new AI tool, has launched to automate the generation of bug specifications, significantly streamlining the debugging process for software teams. By integrating with Sentry, GitHub, and Slack, SpecSource auto-compiles detailed specifications for Linear issues, saving developers valuable time typically spent sifting through error logs and communication threads to gather context. Instead of manual triaging, teams can now receive structured specs that include root cause analysis and recommended fixes for bugs as they arise. This innovation is crucial for the AI/ML community as it combines advanced AI models like GPT-5 Mini and Claude Haiku 4.5 for the Free plan, and premium options for Pro users, enhancing the quality of auto-generated specifications. By matching new issues with existing ones using semantic analysis, SpecSource prevents duplication and also pulls in relevant code context automatically. The tool simplifies setup, requiring only API key integrations, and highlights the increasing relevance of AI in optimizing developer workflows, ultimately improving velocity and reducing time to fix bugs.