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An AWS security and cost agent with persistent memory. It learns from past alerts and decisions, suppresses known issues, and escalates recurring problems instead of treating every alert as new.
Cloud-RL is a cloud operations AI platform where agents learn to optimize cost, security, and reliability across simulated infrastructure while avoiding unsafe actions and cascading failures.
An autonomous closed-loop agent for Freshservice that turns failed AI suggestions and thumbs-down ratings into continuous knowledge base updates and measurable deflection gains.
An AI-powered cloud operations platform where RL and LLM agents learn to reduce infrastructure cost while preserving security, reliability, and production safety.
