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…
[](/blog/engineering/token-rate-limiting-and-tiered-access-for-ai-usage)
Kong has supported Redis since its early versions. In fact, the integration between Kong Gateway and Redis is a powerful combination to enhance API management. We can summarize the integration points and use cases of Kong and Redis into three main groups: For all use cases, Kong supports multiple…
[](/blog/engineering/semantic-processing-and-vector-similarity-search-with-kong-and-redis)
The explosion of AI-native applications is upon us. With each new week, massive innovations are being made in how AI-centric applications are being built. There are a variety of tools developers need to consider, be it supplying live contextual data via the Model Context Protocol (MCP) or…
[](/blog/product-releases/securing-observing-governing-mcp-servers-with-ai-gateway)
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 Have you ever asked a chatbot a question, only to receive an answer that was not only wrong but hilariously outdated?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)
Today, we’re excited to unveil Kong AI Gateway 3.10! This release introduces new functionality to enhance AI governance, reduce LLM hallucinations, and accelerate developer productivity when working with AI. Read on to learn more. Kong AI Gateway 3.10 ships with a new AI RAG Injector plugin that…
[](/blog/product-releases/ai-gateway-3-10)
AI is quickly transforming the way businesses operate, turning what was once futuristic into everyday reality. However, we're still in the early innings of AI, and there are still several key limitations with AI that organizations should remain aware of to ensure that AI is being leveraged in a…
[](/blog/enterprise/automated-rag-hallucination-proof-llms)
The excitement around large language models (LLMs) and agentic AI is justified. These systems can summarize, generate, reason, and even take actions across APIs — all with minimal human input. However, as enterprises race to integrate LLMs into real-world workflows — especially when those…
[](/blog/enterprise/building-pii-sanitization-for-llms-and-agentic-ai)
MCP is a new way to integrate LLMs and AI agents with third-party data sources and APIs. It significantly improves how we build tool integrations by eliminating duplicated code and providing a centralized interface for multiple agents to access shared tools. Today, we’re excited to announce the…
[](/blog/product-releases/mcp-server)
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.…
[](/blog/enterprise/what-is-an-ai-gateway)
You’ve probably heard of generative AI, which uses deep learning models to simulate human decision-making by processing large amounts of data, and then responding with pertinent new content. Since the arrival of ChatGPT in 2022, generative AI has come a long way — but now there’s another technology…
[](/blog/learning-center/agentic-ai)
More than 80% of developers and business leaders say AI investments have already created the opportunity for new products or services, according to Kong’s 2024 API Impact Report . Clearly, AI has proven its value and place in the enterprise, but with new innovations come new potential…
[](/blog/enterprise/cost-of-api-security-incidents-2025)
More than ever, it’s vital for organizations to develop software fast . Businesses are ever seeking ways to speed up their development, launch products sooner, and beat the competition. This is where AI proxies come into play. They're a new technology that helps developers solve tough software…
[](/blog/enterprise/how-ai-proxies-increase-developer-productivity)
For over a century, Goldman Sachs has been one of the most recognizable names in multinational investment banking and financial services. When they speak, the market listens. So what does Goldman Sachs have to say about APIs and AI when it comes to serving its clients and fueling business success?…
[](/blog/enterprise/goldman-sachs-customer-story)For the last couple of years, Retrieval-Augmented Generation (RAG) architectures have become a rising trend for AI-based applications. Generally speaking, RAG offers a solution to some of the limitations in traditional generative AI models, such as accuracy and hallucinations, allowing companies to…
[](/blog/engineering/rag-application-kong-ai-gateway-3-8)
It’s no secret that artificial intelligence (AI) is revolutionizing the way companies operate with its ability to sift through mountains of data and make accurate predictions at record speed. But with great power comes great responsibility. As AI systems are more regularly incorporated into…
[](/blog/enterprise/how-to-harness-ai-data-governance)