DISCOVER & TEST KONNECT APIS IN REAL TIME WITH INSOMNIA 13 MIGRATE 50% FASTER WITH KONG MIGRATION SERVICES DON'T MISS OUT ON API + AI SUMMIT 2026 | PRICES INCREASE AUGUST 16
  • [Why Kong ](/company/why-kong)Why Kong
  • _API & AI CONNECTIVITY TECHNOLOGIES_
    The Unified API and AI Platform
    []
    API ManagementAI ManagementEvent ManagementMonetization
    Migration Services
    API Advisory Services + Forward Deployed EngineersNEW
    • RUNTIMES
    • [API Gateway ](/products/kong-gateway)API Gateway
    • [AI Gateway HOT](/products/kong-ai-gateway)AI Gateway HOT
    • [Event Gateway ](/products/event-gateway)Event Gateway
    • [Service Mesh ](/products/kong-mesh)Service Mesh
    • [Context Mesh ](/products/kong-konnect/features/context-mesh)Context Mesh
    • [Ingress Controller ](/products/kong-ingress-controller)Ingress Controller
    • [Kong Operator ](/products/kong-operator)Kong Operator
    • CORE SERVICES
    • [MCP Registry NEW](/products/mcp-registry)MCP Registry NEW
    • [API Service Catalog ](/products/kong-konnect/features/api-service-catalog)API Service Catalog
    • [Runtime Management ](/products/kong-konnect/features/runtime-management)Runtime Management
    • [APIOps & Automation ](/products/apiops-automation)APIOps & Automation
    • APPS & AI AGENTS
    • [Developer Portal ](/products/kong-konnect/features/developer-portal)Developer Portal
    • [Usage Billing & Metering ](/products/kong-konnect/features/usage-based-metering-and-billing)Usage Billing & Metering
    • [Observability ](/products/kong-konnect/features/api-observability)Observability
    • [KAi Agent ](/products/kong-konnect/features/kai-ai-agent)KAi Agent
    DEVELOPER TOOLS
    [Insomnia ](https://insomnia.rest/)Insomnia [Plugins ](https://developer.konghq.com/plugins/)Plugins [Volcano ](https://volcano.dev/)Volcano [Kong MCP ](https://developer.konghq.com/konnect-platform/konnect-mcp/)Kong MCP [Documentation ](https://docs.konghq.com/)Documentation [Open Source ](/community)Open Source
      • 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
      • [Token Cost Management ](/solutions/ai-cost-optimization-management)Token Cost Management
      • [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
    NEW
    Kong for Startups
    Apply for $100k credits & 50% off AI Gateway
  • [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
      • [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/kong-konnect/features/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/page/7)‹Prev[1](/blog/engineering)1…[7](/blog/engineering/page/7)78[9](/blog/engineering/page/9)9…[21](/blog/engineering/page/21)21[Next›](/blog/engineering/page/9)Next›

# Kong Konnect DP Pod Autoscaling with HPA on Amazon EKS 1.29

[Engineering](/blog/tag/engineering)EngineeringFebruary 12, 2024

In my previous post , we discussed how to take advantage of VPA to implement automatic vertical scaling for our Konnect Data Planes. In this post, we'll focus on HPA for horizontal Kubernetes Pods autoscaling. VPA docs recommend not using VPA along with HPA on CPU or memory metrics at this moment.…

Claudio Acquaviva

# Understanding Microsegmentation in Zero Trust Security

[Engineering](/blog/tag/engineering)EngineeringFebruary 6, 2024

With digital transformation shifting networks into the cloud — from remote workforces to online banking — cyberattacks are growing more prevalent and sophisticated. Legacy security models like VPNs and perimeter-based firewalls are proving inadequate in addressing modern threats because perimeters…

Kong

# Kong Konnect Data Plane Elasticity on Amazon EKS 1.29: Pod Autoscaling with VPA

[Engineering](/blog/tag/engineering)EngineeringFebruary 5, 2024

In this series of posts, we will look closely at how Kong Konnect Data Planes can take advantage of Autoscalers running on Amazon Elastic Kubernetes Services (EKS) 1.29 to support the throughput the demands API consumers impose on it at the lowest cost. The series comprises four parts: One of the…

Claudio Acquaviva

# Gateway API vs Ingress: The Future of Kubernetes Networking

[Engineering](/blog/tag/engineering)EngineeringJanuary 31, 2024

As Kubernetes has become the de facto orchestration platform for deploying cloud native applications , networking and traffic management have emerged as pivotal challenges when managing access to services and infrastructure. The core Kubernetes Ingress resource addresses basic Layer 7 (L7) routing…

Peter Barnard

# Day 0 Service Mesh: Simplifying Microservices Management

[Engineering](/blog/tag/engineering)EngineeringJanuary 31, 2024

The acceleration of microservices and containerized workloads has revolutionized software delivery at scale. However, these distributed architectures also introduce significant complexity around networking, security, and observability. As development teams grappled with reliability and governance…

Peter Barnard

# 7 Signs You Need a Service Mesh

[Engineering](/blog/tag/engineering)EngineeringJanuary 29, 2024

In the ever-evolving landscape of modern applications and cloud native architectures, the need for efficient, scalable, and secure communication between services is paramount. Enter the service mesh — a versatile platform designed to address various challenges in securing, connecting, and observing…

Baptiste Collard

# Top GraphQL Security Vulnerabilities: Lessons Learned Analyzing 1,500+ Endpoints

[Engineering](/blog/tag/engineering)EngineeringJanuary 29, 2024

With its flexible querying capabilities, GraphQL makes it easy to combine data from multiple sources into a single endpoint. GraphQL and API management go hand in hand to build next-generation API platforms. However, GraphQL's features can also introduce security risks if not properly…

Kong

# Scalable Architectures with Vue Micro Frontends: A Developer-Centric Approach

[Engineering](/blog/tag/engineering)EngineeringJanuary 9, 2024

In this article, which is based on my talk at VueConf Toronto 2023, we'll explore how to harness the power of Vue.js and micro frontends to create scalable, modular architectures that prioritize the developer experience. We'll unveil practical strategies, best practices, and real-world use cases…

Adam DeHaven

# Kong Konnect is now available on the Google Cloud Marketplace

[Engineering](/blog/tag/engineering)EngineeringJanuary 8, 2024

Now you can find and purchase Kong Konnect through the Google Cloud Marketplace! Kong Konnect is the unified API platform that allows you to manage multiple gateways across service meshes, ingress, cloud, and Kubernetes providers no matter where they run — on-premises, hybrid, cloud, or…

Erin Choi

# Announcing the Kong Konnect Mesh EKS Blueprint Add-on

[Engineering](/blog/tag/engineering)EngineeringJanuary 8, 2024

We’re excited to announce a new addition to our Kong Konnect EKS Blueprint Family: the Kong Konnect Mesh EKS Blueprint Add-on to deploy your Mesh Zones. Deploy your zones securely on AWS with the new Mesh Manager offering in Kong Konnect. It gives you an opinionated install of Kong Mesh to quickly…

Danny Freese

# Layered Security Strategy for Managing APIs

[Engineering](/blog/tag/engineering)EngineeringDecember 21, 2023

This post is part of a series on becoming a secure API-first company. For a deeper dive, check out the eBook Leading Digital Transformation: Best Practices for Becoming a Secure API-First Company. As APIs have become mission-critical , securing them against threats is crucial. APIs are an…

Kong

# Announcing Standard Webhooks

[Engineering](/blog/tag/engineering)EngineeringDecember 13, 2023

We're pleased to announce the launch of Standard Webhooks! Kong has been part of the Technical Committee of this standard with other great companies like Svix (the initiator of the project), Ngrok, Zapier, Twillio, Lob, Mux, and Supabase. This was a year-long effort of gathering feedback, use…

Vincent Le Goff

# Training AI Models to Invoke APIs: The Gorilla Project Offers Next Evolution of Language Models

[Engineering](/blog/tag/engineering)EngineeringDecember 13, 2023

AI has been taking the world by storm. The innovative technology is responsible for revolutionizing the way users can synthesize information through Large Language Models (or LLMs) and interact with the world. However, the current state of AI isn't perfect and can be further optimized. This is…

Peter Barnard

# Kong Konnect EKS Marketplace Add-on for Kong Gateway Data Planes

[Engineering](/blog/tag/engineering)EngineeringDecember 7, 2023

Today, we’re excited to release the Kong Konnect EKS Marketplace add-on as a means to deploy your Kong Gateway dataplanes in AWS. The add-ons are a step forward in providing fully managed Kubernetes clusters. It is here to simplify the post-procurement process of bootstrapping Kong Konnect gateway…

Danny Freese

# Using ChatGPT to Reinvigorate APIs

[Engineering](/blog/tag/engineering)EngineeringDecember 4, 2023

In this post, we’ll see how ChatGPT can be used to reinvigorate APIs by creating an OpenAPI specification for an existing API that has existing documentation. ChatGPT , developed by OpenAI , has generated attention for its natural language processing capabilities. ChatGPT is based on machine…

Mark Sivill
[‹Prev](/blog/engineering/page/7)‹Prev[1](/blog/engineering)1…[7](/blog/engineering/page/7)78[9](/blog/engineering/page/9)9…[21](/blog/engineering/page/21)21[Next›](/blog/engineering/page/9)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

## step-0

    • Company
    • [About Kong ](/company/about-us)About Kong
    • [Customers ](/customer-stories)Customers
    • [Careers ](/company/careers)Careers
    • [Press ](/company/press-room)Press
    • [Events ](/events)Events
    • [Contact ](/company/contact-us)Contact
    • [Pricing ](/pricing)Pricing
      •    * [Terms](/legal/terms-of-use)
      •    * [Privacy](/legal/privacy-policy)
      •    * [Trust and Compliance](https://trust.konghq.com/)
    • Platform
    • [Kong AI Gateway ](/products/kong-ai-gateway)Kong AI Gateway
    • [Kong Konnect ](/products/kong-konnect)Kong Konnect
    • [Kong Gateway ](/products/kong-gateway)Kong Gateway
    • [Kong Event Gateway ](/products/event-gateway)Kong Event Gateway
    • [Kong Insomnia ](/products/kong-insomnia)Kong Insomnia
    • [Documentation ](https://developer.konghq.com)Documentation
    • [Book Demo ](/contact-sales)Book Demo
    • Compare
    • [AI Gateway Alternatives ](/performance-comparison/ai-gateway-alternatives)AI Gateway Alternatives
    • [Kong vs Apigee ](/performance-comparison/kong-vs-apigee)Kong vs Apigee
    • [Kong vs AWS ](/performance-comparison/kong-vsaws)Kong vs AWS
    • [Kong vs IBM ](/performance-comparison/ibm-api-connect-vs-kong)Kong vs IBM
    • [Kong vs Mulesoft ](/performance-comparison/kong-vs-mulesoft)Kong vs Mulesoft
    • [Kong vs Postman ](/performance-comparison/kong-vs-postman)Kong vs Postman
    • Explore More
    • [Kong for Startups ](/solutions/startup-program)Kong for Startups
    • [Open Banking API Solutions ](/solutions/open-banking)Open Banking API Solutions
    • [API Governance Solutions ](/solutions/api-governance)API Governance Solutions
    • [Istio API Gateway Integration ](/solutions/istio-gateway)Istio API Gateway Integration
    • [Kubernetes API Management ](/solutions/build-on-kubernetes)Kubernetes API Management
    • [API Gateway: Build vs Buy ](/campaign/secure-api-scalability)API Gateway: Build vs Buy
    • Open Source
    • [Kong Gateway ](https://developer.konghq.com/gateway/install/)Kong Gateway
    • [Kuma ](https://kuma.io/)Kuma
    • [Insomnia ](https://insomnia.rest/)Insomnia
    • [Kong Community ](/community)Kong Community

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
[Everything is 200 OK](https://status.konghq.com/)
© Kong Inc. 2026
Interaction mode