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ai-agent-orchestration

Orbit Tracer Security Agent for intelligent security remediation.

Traces vulnerability blast radius using Orbit's knowledge graph, scores risk, identifies code owners, and orchestrates secure code generation—reducing analysis from 4+ hours to minutes.

Automates vulnerability analysis, risk assessment, and secure code generation with human-in-the-loop approval. Works with any project structure, 7+ languages.

Coordinated Agent Swarm Testing — open-source framework that deploys 100 Claude AI agents in five specialized squads (Security, Logic, Robustness, Performance, Data Integrity) to systematically analyze codebases for bugs, security issues, and code quality problems. A research-backed substitute for human beta testing. Empirical results from the published paper: 100 agents analyzed a 12,500-line React/TypeScript application in 63 minutes, identified 687 unique findings, at a total cost of $7.97 — compared to $2,000-$20,000 for equivalent human beta testing. Available via npm (cast-swarm) and as an MCP server. Apache 2.0 licensed. Published preprint available.