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Autonomous Agents with AgentOps: Observability, Traceability, and Beyond for your AI Application

The growth of autonomous agentsย by foundation models (FMs) like Large Language Models (LLMs) has reform how we solve complex, multi-step problems. These agents perform tasks ranging from customer support to software engineering, navigating intricate workflows that combine reasoning, tool use, and memory. However, as these systems grow in capability and complexity, challenges in observability, reliability, […]

Noisy Neighbor Detection with eBPF

The sched_wakeup and sched_wakeup_new hooks are invoked when a process changes state from ‘sleeping’ to ‘runnable.’ They let us identify when a process is ready to run and is waiting for CPU time. During this event, we generate a timestamp and store it in an eBPF hash map using the process ID as the key. […]