Show HN: CervellaSwarm – 16 AI agents and 3 debug guardians, coordinated via MCP (github.com)

CervellaSwarm has unveiled an innovative multi-agent orchestration system designed to enhance AI coding teams by employing 16 specialized AI agents, coordinated by a central "Queen" agent named Regina. This system addresses the limitations of traditional single-AI assistants, such as loss of context and inadequate specialization, enabling teams to work collaboratively and efficiently across various coding tasks, including frontend and backend development, testing, security checks, and documentation. Significant features include persistent memory to retain project state across sessions, automatic task routing to the appropriate agents, and built-in "guardian" agents responsible for reviewing code quality before merging changes. For the AI/ML community, CervellaSwarm represents a notable advancement in collaborative AI, emphasizing the importance of quality in software development. By incorporating dedicated agents for quality assurance, the platform aims to reduce coding errors and enhance the reliability of AI-generated code. Additionally, the ability to execute tasks in parallel allows for more complex feature development and thorough research before implementation. With a public launch scheduled for January 2026, this tool promises to elevate team dynamics and productivity in AI-assisted software development, making it a noteworthy contribution to the landscape of AI-driven coding solutions.