Kerno

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Kerno reduces the load on Ops teams by giving developers and their AI code agents instant runtime feedback and insights so they can ship better code and catch and fix issues sooner before they escalate. Kerno IDE extension brings runtime context to developers where they work and integrates directly with their AI code agents. Kerno Studio lets developers visually explore and understand how their code behaves across your runtime environments. Unlike time series based solutions Kerno maps your runtime environments linking systems, code, and teams to understand how everything fits together and deliver context-rich insights to developers and AI agents. Developers can pull live performance metrics, hotspots, and dependencies for their APIs, functions, DB queries, and endpoints so they can optimize, refactor, and ship new code with real-world context. From exceptions and slow queries to API drift and emerging performance bottlenecks, Kerno gives developers timely insights inside their IDE so they can act fast and fix small issues before they escalate. Kerno is engineered to be lightweight, secure and cost effective to run at any scale, while embedding into your existing Observability, CI/CD and IDE tooling stacks. Kerno stores all sensitive system data that might contain PII information securely inside your cloud. Kerno runs in isolation with zero impact on application latency and minimal CPU and memory overhead, even at scale. Kerno leverages smart sampling algorithms to store only a fraction of system data to minimize cost while providing a full picture. Kerno leverages cost-efficient object storage to minimize total ownership costs while ensuring performance and reliability. Kerno adopts OpenTelemetry and Prometheus data formats so you can easily integrate it with your existing ecosystems.