We're excited to announce the general availability of Konnect Debugger, formerly known as Active Tracing during its tech preview phase. This powerful debugging and observability solution in Kong Konnect has evolved from a focused tracing tool into a comprehensive debugging platform. Konnect Debugge…
[](/blog/product-releases/konnect-debugger)
In February 2024, Kong became the first API platform to launch a dedicated AI gateway, designed to bring production-grade performance, observability, and policy enforcement to GenAI workloads. At its core, Kong’s AI Gateway provides a universal API to enable platform teams to centrally secure and…
[](/blog/engineering/ai-gateway-benchmark-kong-ai-gateway-portkey-litellm)
When was the last time your AI assistant confused a memo from the CEO with 'Game of Thrones' plot lines? Have you ever asked a chatbot a question, only to receive an answer that was not only wrong but hilariously outdated? Imagine asking about the latest iPhone model and getting a response…
[](/blog/learning-center/what-is-rag-retrieval-augmented-generation)
If you've ever gotten sticker shock after receiving a surprisingly large cloud bill, you're not alone. Many organizations have faced this challenge, especially as they scale their Kubernetes deployments . While the cloud makes flexible scaling possible, it has also introduced many new services one…
[](/blog/enterprise/kubernetes-cloud-cost-optimization-tactics)
Many of Kong’s features rely on timers, such as caching, DNS, and health checks. Kong also runs some async tasks using the timer, such as the rate-limiting plugin, which connects to the database using the timer to make the request finish quickly. As Kong’s user population grows, so does the…
[](/blog/engineering/scalable-timer-library)
One of the many benefits of a microservices architecture over the traditional monolith approach to application design is the ability to scale the individual microservices as required for performance and availability. In production scenarios requiring high availability, uptime is always limited by…
[](/blog/learning-center/api-gateways-for-high-availability-clusters)Microservices architectures offer a number of benefits over a traditional monolithic design . Constructing a system out of loosely coupled services enables teams to work independently and means the individual services can be deployed and scaled independently. As a result, the system is more…
[](/blog/learning-center/continuous-integration-and-deployment-for-microservices)
At Kong, we run performance testing in CI in every commit or pull request that has a potential performance impact, as well as on each release. Thanks to the performance testing framework and its integration with Github Actions, we can easily get basic metrics like RPS and latency. Also, flame…
[](/blog/engineering/kong-gateway-performance)