Daedalab

Daedalab serves as a robust firewall for software agents, preventing unintended and potentially damaging operations. Key features include: • Permission gating to block dangerous tool calls • Telegram integration for approval/denial of actions • Configurable budget guards with automatic kill switches • Comprehensive activity feed for auditing and monitoring This platform intercepts critical actions like database deletions, code pushes, or excessive spending before they execute, providing a crucial safety layer. Unlike traditional security measures, Daedalab operates deterministically by analyzing tool call JSON, ensuring that critical rules (e.g., blocking `delete_file`) are explicitly enforced without relying on interpretive or inferential processes. This design prevents the very systems it protects from influencing its safety path. The system offers a real-time, human-readable activity feed, allowing users to monitor their entire fleet of agents from a single dashboard. Every action, file interaction, and blocked event is logged, providing a clear audit trail for compliance and client reporting. Furthermore, users can set hard daily and monthly spending caps per agent, with an automatic kill switch that stops agents upon reaching their budget limit, preventing costly runaway operations. Daedalab is an essential tool for engineering teams, developers, and project managers utilizing agentic systems (e.g., those built with Claude Code, OpenClaw, LangChain, CrewAI, AutoGen) who require stringent control, transparent oversight, and financial accountability for their operations. It ensures operational safety and cost efficiency by putting human oversight at critical junctures.