As organizations continue to adopt AI-driven applications, managing usage and costs becomes more critical. Large language models (LLMs), such as those provided by OpenAI, Google, Anthropic, and Mistral, can incur significant expenses when overused. This blog will explore how you can streamline your…
To unlock Kubernetes’ full potential, many enterprises are relying on three key building blocks available in Kong Konnect today: Together, these components extend Kubernetes from being just a container orchestration platform. They lay the foundation for Kubernetes to support the exposure,…
A new version of KAi, the Kong Konnect agentic platform assistant, is live. This is the release that turns KAi from a knowledgeable guide into something that can actually build inside your org — of course, within guardrails that you control. Until now, KAi could tell you how to set up a service,…
Enterprises today manage thousands of APIs — and that number is growing fast. But APIs are no longer the only traffic flowing through your infrastructure. AI is adding entirely new categories of traffic: LLM calls to large language models, MCP requests that let AI agents access tools and data…
This is the second post in a series. For the first part, see Why We Need to Stop Prompt Hacking . Generative AI systems do not fail because models are weak. They fail because architectures are incomplete. Once organizations accept that prompts cannot guarantee reliability, a new challenge emerges:…
Generative AI has completely changed the landscape of enterprise automation, knowledge work and operational efficiency. In 2026, the question is no longer whether these models can perform complex tasks, but whether they can do so reliably enough for mission-critical systems. Despite the…
APIs are the connective tissue of modern software and as the number and complexity of APIs grow, managing them efficiently becomes critical. That is where API gateways come in. An API gateway is the infrastructure layer that sits in front of your APIs to manage traffic, enforce security policies,…
The rise of AI and LLMs in our world is revolutionizing the applications we’re building and the customer experiences we’re delivering. This is one of the pivotal moments in our industry where we cross over an intersection in our technology evolution to enter a new journey with a paradigm shift.…
This is part of a three-part series. For the full story, see Your AI Agent Knows What, It Doesn't Know Why and The Case for Kafka as the Agent's Memory Layer . We made the case for why agentic AI systems need a durable commit log rather than static state snapshots. The argument is…
This is part of a three-part series. For the full story, see Your AI Agent Knows What, It Doesn't Know Why and Building the Agentic Commit Log . Once you accept that agentic AI systems need a durable commit log — an ordered, immutable record of every tool call, decision, and context shift —…
This is part of a three-part series. For the full story, see Building the Agentic Commit Log and The Case for Kafka as the Agent's Memory Layer . There's a reason we don't find our keys by scanning every room like a security camera. We replay the tape. We remember the groceries, the front…
AI agents are spreading across organizations rapidly. Each agent needs secure access to different Model Context Protocol (MCP) servers. Authentication becomes complex. Scaling creates bottlenecks. The dreaded "too many endpoints" problem emerges. You face a classic AI infrastructure headache. The…
As API ecosystems grow, developers and platform teams often work in separate environments. Platform teams manage APIs, gateways, and governance centrally, while developers recreate those configurations locally for testing and debugging. Over time, this can lead to configuration drift, inconsistent…
Kong Mesh 2.14 delivers important improvements for multi-zone customers, with expanded policy support for zone proxies, new SNI-based matching for cross-zone and external-service traffic, stronger default security settings, and better observability through OpenTelemetry and Grafana dashboards. What…
TL;DR: To get started for free, click here . Before you dig in, you may… Have you ever…. If you answered yes to any of these above…. We have great news: Friend, the Insomnia x Kong Konnect integration might just be for you. Kong Konnect is where your API truth lives. Every service, spec,…