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Automating Technical Debt with Agents

AI agents speed coding but guardrails prevent security debt. Leaders need governance and automated checks (pre-commit/CI, GitGuardian/TruffleHog) plus LLM-in-the-loop verification. Senior-like agents yield cleaner code; junior-like require auditing (up to 11x). Treat agents as tool-augmented partners. #AIAgents

Multi-Cloud Agent Orchestration

Multi-cloud AI agent orchestration is a security design problem today: it speeds work across AWS, Azure, and GCP but also expands attack surfaces. Use narrowly scoped, heavily audited agents with limited high-impact actions and centralized guardrails across clouds—Galileo’s Agent Control illustrates governance. How are you balancing speed and security? #AI #CloudSecurity