Shadow AI detection is the practice of finding and governing unsanctioned AI tools, models, and API integrations that employees deploy without security approval. It has become urgent because these tools route live enterprise data to external models in real time, and traditional security stacks…
The MCP demo impressed the room. Then someone asked how 5,000 employees would connect to 40 MCP servers, and the answer was: one OAuth consent screen at a time. Per user. Per server. No central policy, no unified audit trail, and nothing stopping a personal account from getting wired into a work…
Enterprise AI adoption is accelerating. In PwC's April 2025 survey of 308 US business executives, 88% said they plan to increase AI-related budgets in the next 12 months [1]. But scaling AI from pilot to production exposes a structural problem most teams discover too late: direct LLM API…
In late June 2026, two of the most widely used AI agent platforms were compromised within the same week. Langflow disclosed a critical unauthenticated remote code execution flaw. Dify, powering over one million applications, revealed four vulnerabilities that exposed private conversations and…
As of July 2026, Kong Gateway Enterprise 3.11 will enter its End Of Life (EOL) phase and will no longer be fully supported by Kong. Following this, Kong Gateway Enterprise 3.11 will enter a 12-month sunset support period, focused on helping customers upgrade to a current version of Kong Gateway…
LLM provider switching went from a theoretical concern to an operational emergency in June 2026, when Anthropic disabled Claude Fable 5 and Mythos 5 following a US government directive [3][6]. The shutdown was swift, with access suspended just days after the models launched. Enterprises that had…
Kong Insomnia 13 delivers native Kong Konnect Gateway integration that lets developers query live gateway configuration directly from their terminal, so what they test is always what's deployed, with no manual spec imports and no stale collections. To get started for free, click here . You invested…
AI moves fast: new models, new pricing, new capabilities, sometimes all at once. Prepaid credits let customers buy value upfront and spend it across whatever you're offering today or launch next, without needing to reprice, remigrate, or renegotiate every time something changes. Prepaid credits are…
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,…