Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

MoltBot(formerly Clawd Bot), the locally running, open-source AI agent named after the Lobster workflow shell that powers its agentic loop, has rocked an AI community that, just weeks ago, was so in love with its own hype it would have yawned at literal magic.

Exposure management depends on the ability to consistently observe and attribute externally reachable systems. Domains are commonly treated as stable identifiers, resolving to IP addresses that can be associated with specific assets and monitored over time. In modern enterprise environments, this assumption increasingly fails. In many architectures, IP addresses function as routing mechanisms rather than stable identifiers, changing as traffic is distributed and infrastructure is rebalanced.