REGISTER NOW FOR THE KONG AGENTIC ERA WORLD TOUR GOVERN A2A TRAFFIC WITH KONG'S NEW AGENT GATEWAY WHY GARTNER’S “CONTEXT MESH” CHANGES EVERYTHING DON’T MISS API + AI SUMMIT 2026 SEPT 30 – OCT 1
  • [Why Kong](/company/why-kong)Why Kong
    • Explore the unified API Platform
        • BUILD APIs
        • [
          Kong Insomnia](/products/kong-insomnia)
          Kong Insomnia
        • [
          API Design](/products/kong-insomnia/api-design)
          API Design
        • [
          API Mocking](/products/kong-insomnia/api-mocking)
          API Mocking
        • [
          API Testing and Debugging](/products/kong-insomnia/api-testing-and-debugging)
          API Testing and Debugging
        • [
          MCP Client](/products/kong-insomnia/mcp-client)
          MCP Client
        • RUN APIs
        • [
          API Gateway](/products/kong-gateway)
          API Gateway
        • [
          Context Mesh](/products/kong-konnect/features/context-mesh)
          Context Mesh
        • [
          AI Gateway](/products/kong-ai-gateway)
          AI Gateway
        • [
          Event Gateway](/products/event-gateway)
          Event Gateway
        • [
          Kubernetes Operator](/products/kong-gateway-operator)
          Kubernetes Operator
        • [
          Service Mesh](/products/kong-mesh)
          Service Mesh
        • [
          Ingress Controller](/products/kong-ingress-controller)
          Ingress Controller
        • [
          Runtime Management](/products/kong-konnect/features/runtime-management)
          Runtime Management
        • DISCOVER APIs
        • [
          Developer Portal](/products/kong-konnect/features/developer-portal)
          Developer Portal
        • [
          Service Catalog](/products/kong-konnect/features/api-service-catalog)
          Service Catalog
        • [
          MCP Registry](/products/mcp-registry)
          MCP Registry
        • GOVERN APIs
        • [
          Metering and Billing](/products/kong-konnect/features/usage-based-metering-and-billing)
          Metering and Billing
        • [
          APIOps and Automation](/products/apiops-automation)
          APIOps and Automation
        • [
          API Observability](/products/kong-konnect/features/api-observability)
          API Observability
        • [Why Kong?](/company/why-kong)Why Kong?
      • CLOUD
      • [Cloud API Gateways](/products/kong-konnect/features/dedicated-cloud-gateways)Cloud API Gateways
      • [Need a self-hosted or hybrid option?](/products/kong-enterprise)Need a self-hosted or hybrid option?
      • COMPARE
      • [Considering AI Gateway alternatives? ](/performance-comparison/ai-gateway-alternatives)Considering AI Gateway alternatives?
      • [Kong vs. Postman](/performance-comparison/kong-vs-postman)Kong vs. Postman
      • [Kong vs. MuleSoft](/performance-comparison/kong-vs-mulesoft)Kong vs. MuleSoft
      • [Kong vs. Apigee](/performance-comparison/kong-vs-apigee)Kong vs. Apigee
      • [Kong vs. IBM](/performance-comparison/ibm-api-connect-vs-kong)Kong vs. IBM
      • GET STARTED
      • [Sign Up for Kong Konnect](/products/kong-konnect/register)Sign Up for Kong Konnect
      • [Documentation](https://developer.konghq.com/)Documentation
      • FOR PLATFORM TEAMS
      • [Developer Platform](/solutions/building-developer-platform)Developer Platform
      • [Kubernetes and Microservices](/solutions/build-on-kubernetes)Kubernetes and Microservices
      • [Observability](/solutions/observability)Observability
      • [Service Mesh Connectivity ](/solutions/service-mesh-connectivity)Service Mesh Connectivity
      • [Kafka Event Streaming](/solutions/kafka-stream-api-management)Kafka Event Streaming
      • FOR EXECUTIVES
      • [AI Connectivity](/ai-connectivity)AI Connectivity
      • [Open Banking](/solutions/open-banking)Open Banking
      • [Legacy Migration](/solutions/legacy-api-management-migration)Legacy Migration
      • [Platform Cost Reduction](/solutions/api-platform-consolidation)Platform Cost Reduction
      • [Kafka Cost Optimization](/solutions/reduce-kafka-cost)Kafka Cost Optimization
      • [API Monetization](/solutions/api-monetization)API Monetization
      • [AI Monetization](/solutions/ai-monetization)AI Monetization
      • [AI FinOps](/solutions/ai-cost-governance-finops)AI FinOps
      • FOR AI TEAMS
      • [Agent Gateway](/agent-gateway)Agent Gateway
      • [AI Governance](/solutions/ai-governance)AI Governance
      • [AI Security](/solutions/ai-security)AI Security
      • [AI Cost Control](/solutions/ai-cost-optimization-management)AI Cost Control
      • [Agentic Infrastructure](/solutions/agentic-ai-workflows)Agentic Infrastructure
      • [MCP Production](/solutions/mcp-production-and-consumption)MCP Production
      • [MCP Traffic Gateway](/solutions/mcp-governance)MCP Traffic Gateway
      • FOR DEVELOPERS
      • [Mobile App API Development](/solutions/mobile-application-api-development)Mobile App API Development
      • [GenAI App Development](/solutions/power-openai-applications)GenAI App Development
      • [API Gateway for Istio](/solutions/istio-gateway)API Gateway for Istio
      • [Decentralized Load Balancing](/solutions/decentralized-load-balancing)Decentralized Load Balancing
      • BY INDUSTRY
      • [Financial Services](/solutions/financial-services-industry)Financial Services
      • [Healthcare](/solutions/healthcare)Healthcare
      • [Higher Education](/solutions/api-platform-for-education-services)Higher Education
      • [Insurance](/solutions/insurance)Insurance
      • [Manufacturing](/solutions/manufacturing)Manufacturing
      • [Retail](/solutions/retail)Retail
      • [Software & Technology](/solutions/software-and-technology)Software & Technology
      • [Transportation](/solutions/transportation-and-logistics)Transportation
      • [See all Solutions](/solutions)See all Solutions
  • [Pricing](/pricing)Pricing
      • DOCUMENTATION
      • [Kong Konnect](https://developer.konghq.com/konnect/)Kong Konnect
      • [Kong Gateway](https://developer.konghq.com/gateway/)Kong Gateway
      • [Kong Mesh](https://developer.konghq.com/mesh/)Kong Mesh
      • [Kong AI Gateway](https://developer.konghq.com/ai-gateway/)Kong AI Gateway
      • [Kong Event Gateway](https://developer.konghq.com/event-gateway/)Kong Event Gateway
      • [Kong Insomnia](https://developer.konghq.com/insomnia/)Kong Insomnia
      • [Plugin Hub](https://developer.konghq.com/plugins/)Plugin Hub
      • EXPLORE
      • [Blog](/blog)Blog
      • [Learning Center](/blog/learning-center)Learning Center
      • [eBooks](/resources/e-book)eBooks
      • [Reports](/resources/reports)Reports
      • [Demos](/resources/demos)Demos
      • [Customer Stories](/customer-stories)Customer Stories
      • [Videos](/resources/videos)Videos
      • EVENTS
      • [API + AI Summit](/events/conferences/api-ai-summit)API + AI Summit
      • [Agentic Era World Tour](/agentic-era-world-tour)Agentic Era World Tour
      • [Webinars](/events/webinars)Webinars
      • [User Calls](/events/user-calls)User Calls
      • [Workshops](/events/workshops)Workshops
      • [Meetups](/events/meetups)Meetups
      • [See All Events](/events)See All Events
      • FOR DEVELOPERS
      • [Get Started](https://developer.konghq.com/)Get Started
      • [Community](/community)Community
      • [Certification](/academy/certification)Certification
      • [Training](https://education.konghq.com)Training
      • COMPANY
      • [About Us](/company/about-us)About Us
      • [We're Hiring!](/company/careers)We're Hiring!
      • [Press Room](/company/press-room)Press Room
      • [Contact Us](/company/contact-us)Contact Us
      • [Kong Partner Program](/partners)Kong Partner Program
      • [Enterprise Support Portal](https://support.konghq.com/s/)Enterprise Support Portal
      • [Documentation](https://developer.konghq.com/?_gl=1*tphanb*_gcl_au*MTcxNTQ5NjQ0MC4xNzY5Nzg4MDY0LjIwMTI3NzEwOTEuMTc3MzMxODI2MS4xNzczMzE4MjYw*_ga*NDIwMDU4MTU3LjE3Njk3ODgwNjQ.*_ga_4JK9146J1H*czE3NzQwMjg1MjkkbzE4OSRnMCR0MTc3NDAyODUyOSRqNjAkbDAkaDA)Documentation
  • [](/search)
  • [Login](https://cloud.konghq.com/login)Login
  • [Book Demo](/contact-sales)Book Demo
  • [Get Started](/products/kong-konnect/register)Get Started
[Blog](/blog)Blog
  • [AI Gateway](/blog/tag/ai-gateway)AI Gateway
  • [AI Security](/blog/tag/ai-security)AI Security
  • [AIOps](/blog/tag/aiops)AIOps
  • [API Security](/blog/tag/api-security)API Security
  • [API Gateway](/blog/tag/api-gateway)API Gateway
|
    • [API Management](/blog/tag/api-management)API Management
    • [API Development](/blog/tag/api-development)API Development
    • [API Design](/blog/tag/api-design)API Design
    • [Automation](/blog/tag/automation)Automation
    • [Service Mesh](/blog/tag/service-mesh)Service Mesh
    • [Insomnia](/blog/tag/insomnia)Insomnia
    • [Event Gateway](/blog/tag/event-gateway)Event Gateway
    • [View All Blogs](/blog/page/1)View All Blogs
We're Entering the Age of AI Connectivity [Read more](/blog/news/the-age-of-ai-connectivity)Read moreProducts & Agents:
    • [Kong AI Gateway](/products/kong-ai-gateway)Kong AI Gateway
    • [Kong API Gateway](/products/kong-gateway)Kong API Gateway
    • [Kong Event Gateway](/products/event-gateway)Kong Event Gateway
    • [Kong Metering & Billing](/products/usage-based-metering-and-billing)Kong Metering & Billing
    • [Kong Insomnia](/products/kong-insomnia)Kong Insomnia
    • [Kong Konnect](/products/kong-konnect)Kong Konnect
  • [Documentation](https://developer.konghq.com)Documentation
  • [Book Demo](/contact-sales)Book Demo
  1. Home
  2. Blog
  3. Engineering

# Engineering

Talk tech with tips and tutorials from builders at Kong and the Kong Community.

[‹Prev](/blog/engineering)‹Prev[1](/blog/engineering)12[3](/blog/engineering/page/3)3…[20](/blog/engineering/page/20)20[Next›](/blog/engineering/page/3)Next›

# Insights from eBay: How API Ecosystems Are Ushering In the Agentic Era

[Engineering](/blog)EngineeringDecember 15, 2025

APIs have quietly powered the global shift to an interconnected economy. They’ve served as the data exchange highways behind the seamless experiences we now take for granted — booking a ride, paying a vendor, sending a message, syncing financial records, or stitching together SaaS tools into a…

Amit Dey
[](/blog/engineering/api-ecosystems-for-the-agentic-era)

# Kong AI/MCP Gateway and Kong MCP Server Technical Breakdown

[Engineering](/blog)EngineeringDecember 11, 2025

In the latest Kong Gateway 3.12 release , announced October 2025, specific MCP capabilities have been released: The Kong AI Gateway sits in between the AI applications we build and the MCP Servers and GenAI models we consume. In fact, the Kong MCP Gateway sits side-by-side with the Kong LLM…

Claudio Acquaviva
[](/blog/engineering/ai-gateway-mcp-gateway-mcp-server-breakdown)

# AI Voice Agents with Kong AI Gateway and Cerebras

[Engineering](/blog)EngineeringNovember 24, 2025

Kong Gateway is an API gateway and a core component of the Kong Konnect platform . Built on a plugin-based extensibility model, it centralizes essential functions such as proxying, routing, load balancing, and health checking, efficiently managing both microservices and traditional API traffic. An…

Claudio Acquaviva
[](/blog/engineering/ai-voice-agents-kong-ai-gateway-cerebras)

# Farewell Ingress NGINX: Explore a Better Path Forward with Kong

[Engineering](/blog)EngineeringNovember 14, 2025

"To prioritize the safety and security of the ecosystem, Kubernetes SIG Network and the Security Response Committee are announcing the upcoming retirement of Ingress NGINX . Best-effort maintenance will continue until March 2026. Afterward, there will be no further releases, no bugfixes, and no…

Justin Davies
[](/blog/engineering/nginx-depreciation-migrating-with-kong)

# The Rapidly Changing Landscape of APIs

[Engineering](/blog)EngineeringOctober 25, 2025

The numbers tell a compelling story. While 65% of organizations that use APIs are currently generating revenue from them, a significant gap exists between API adoption and AI readiness. 83.2% of respondents have adopted some level of an API-first approach. Yet only 25% operate as fully API-first…

Kong
[](/blog/engineering/api-a-rapidly-changing-landscape)

# From Chaos to Control: How Kong AI Gateway Streamlined My GenAI Application

[Engineering](/blog)EngineeringOctober 6, 2025

While building a GenAI-powered agent for one of our company websites, I integrated components like LLM APIs, embedding models, and a RAG (Retrieval-Augmented Generation) pipeline. The application was deployed using a Flask API backend and secured with API keys. However, post-deployment, several…

Sachin Ghumbre
[](/blog/engineering/how-kong-ai-gateway-streamlined-my-genai-application)

# 10 Ways Microservices Create New Security Challenges

[Engineering](/blog)EngineeringOctober 1, 2025

Why are Microservices Security Risks? Traditional security was simple. One perimeter. Few entry points. Clear boundaries. Microservices shattered this model. Now organizations manage hundreds of independent services. The average number of API calls to an enterprise site has risen to an…

Mike Bilodeau
[](/blog/engineering/10-ways-microservices-create-new-security-challenges)

# Federated Deployments with Control Plane Groups

[Engineering](/blog)EngineeringSeptember 24, 2025

Control Plane Groups in Kong Konnect provide a structured way to manage multiple control planes within a single organization. Think of it as a federated approach: different teams can deploy and manage their own APIs while still adhering to overarching policies set by a central governance team.…

Declan Keane
[](/blog/engineering/kong-konnect-control-plane-groups)

# Unlocking API Analytics for Product Managers

[Engineering](/blog)EngineeringSeptember 9, 2025

Meet Emily. She’s an API product manager at ACME, Inc., an ecommerce company that runs on dozens of APIs. One morning, her team lead asks a simple question: “Who’s our top API consumer, and which of your APIs are causing the most issues right now?” For Emily, that’s not a simple question at all.…

Christian Heidenreich
[](/blog/engineering/api-analytics-for-product-managers)

# Level Up Your Digital Health Platform with Kong, SMART on FHIR, Okta

[Engineering](/blog)EngineeringSeptember 2, 2025

Together, these three technologies enable healthcare organizations to connect systems with confidence, manage identities responsibly, and share data securely. Healthcare data is highly sensitive and strictly governed by regulations like HIPAA. The combination of Kong and Okta provides a robust,…

Biswa Mohanty
[](/blog/engineering/health-platform-kong-smart-on-fhir-okta)

# Guide to API Testing: Understanding the Basics

API Testing Header
[Engineering](/blog)EngineeringSeptember 1, 2025

Key Takeaways Get started with Insomnia for free today and start testing with the tools trusted by thousands of developers worldwide. API testing is the process of validating that your application programming interfaces (APIs) work as intended, seamlessly connecting software components. Think of…

Adam Bauman
[](/blog/engineering/api-testing-understanding-the-basics)

# AI Guardrails: Ensure Safe, Responsible, Cost-Effective AI Integration

[Engineering](/blog)EngineeringAugust 25, 2025

It's natural to consider the necessity of guardrails for your sophisticated AI implementations. The truth is, much like any powerful technology, AI requires a set of protective measures to ensure its reliability and integrity. These guardrails aren't just a good idea; they are fundamental for…

Jason Matis
[](/blog/engineering/ai-guardrails)

# 6 Reasons Why Kong Insomnia Is Developers' Preferred API Client

[Engineering](/blog)EngineeringAugust 8, 2025

Kong Insomnia is your all-in-one platform for designing, testing, debugging, and shipping APIs at speed. Built for developers who need power without bloat, Insomnia helps you move fast whether you’re working solo, scaling a startup, or collaborating across enterprise teams. With real-time…

Juhi Singh
[](/blog/engineering/why-kong-insomnia-is-developers-preferred-api-client)

# Securing Enterprise AI: OWASP Top 10 LLM Vulnerabilities Guide

[Engineering](/blog)EngineeringJuly 31, 2025

The OWASP Top 10 for LLM Applications 2025 represents a significant evolution in AI security guidance, reflecting the rapid maturation of enterprise AI deployments over the past year. The key updates include expanded focus on agentic AI systems with "excessive autonomy" risks, new attention to…

Michael Field
[](/blog/engineering/owasp-top-10-ai-and-llm-guide)

# How to Build a Multi-LLM AI Agent with Kong AI Gateway and LangGraph

[Engineering](/blog)EngineeringJuly 31, 2025

In the last two parts of this series, we discussed How to Strengthen a ReAct AI Agent with Kong AI Gateway and How to Build a Single-LLM AI Agent with Kong AI Gateway and LangGraph . In this third and final part, we're going to evolve the AI Agent with multiple LLMs and Semantic…

Claudio Acquaviva
[](/blog/engineering/build-a-multi-llm-ai-agent-with-kong-ai-gateway-and-langgraph)
[‹Prev](/blog/engineering)‹Prev[1](/blog/engineering)12[3](/blog/engineering/page/3)3…[20](/blog/engineering/page/20)20[Next›](/blog/engineering/page/3)Next›

## See AI Gateway in Action

Secure your AI infrastructure with prompt guards, PII sanitization, and centralized governance. Control LLM costs with token-based rate limiting and semantic routing across providers.

[Get a Demo](/contact-sales)Get a Demo

## See AI Gateway in Action

Secure your AI infrastructure with prompt guards, PII sanitization, and centralized governance. Control LLM costs with token-based rate limiting and semantic routing across providers.

[Get a Demo](/contact-sales)Get a Demo

Kong enables the connectivity layer for the agentic era – securely connecting, governing, and monetizing APIs and AI tokens across any model or cloud.

  • English
  • Japanese
  • Frenchcoming soon
  • Spanishcoming soon
  • Germancoming soon
© Kong Inc. 2026
  • [Terms](/legal/terms-of-use)Terms
  • [Privacy](/legal/privacy-policy)Privacy
  • [Trust and Compliance](https://trust.konghq.com)Trust and Compliance
Interaction mode