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
      • [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
  • [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/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/11)‹Prev[1](/blog/engineering)1…[11](/blog/engineering/page/11)1112[13](/blog/engineering/page/13)13…[21](/blog/engineering/page/21)21[Next›](/blog/engineering/page/13)Next›

# Debugging Applications in Production with Service Mesh

[Engineering](/blog/tag/engineering)EngineeringNovember 30, 2022

As an application developer, have you ever had to troubleshoot an issue that only happens in production? Bugs can occur when your application gets released into the wild, and they can be extremely difficult to debug when you cannot reproduce without production data. In this blog, I am going to show…

Damon Sorrentino

# Secure Self-Service Custom Domains for Dev Portals

[Engineering](/blog/tag/engineering)EngineeringNovember 15, 2022

In the Dev Portal world, offering users the ability to use their own domain is a milestone on our way to fully customized Dev Portals. Since Konnect-hosted portals are fronted by a Kong gateway, we looked to use our own plugins to achieve this feature. The ACME plugin is an open-source Kong plugin…

Vincent Le Goff

# How to Use Prometheus to Monitor Kong Gateway

[Engineering](/blog/tag/engineering)EngineeringNovember 14, 2022

Observability is a critical part of Kong's API Gateway . In this post, we'll describe two options to monitor Kong Gateway using Prometheus. Prometheus is an open source system monitor toolkit built at SoundCloud that is now widely adopted. StatsD was originally a simple daemon developed by Etsy to…

Jun Ouyang

# Transforming Kong Logs for Ingestion into Your Observability Stack

[Engineering](/blog/tag/engineering)EngineeringNovember 3, 2022

As a Solutions Engineer here at Kong, one question that frequently comes across my desk is “how can I transform a Kong logging plugin message into a format that my insert-observability-stack-here understands, (e.g., ELK, Loki, Splunk, etc.)?” In this blog, I’m going to show you how to easily…

Damon Sorrentino

# Dynamic Routing Based on JWT Token’s Claim with Kong Konnect

[Engineering](/blog/tag/engineering)EngineeringNovember 3, 2022

A common use case that is frequently requested is how to dynamically route requests based on authentication attributes. An example of this technique is routing requests to relevant upstream services based on claims contained in a JWT token. Admins would like all their clients to go to the same URI…

Shlomi Tubul

# Building End to End Observability in Kong Konnect Infrastructure

[Engineering](/blog/tag/engineering)EngineeringNovember 2, 2022

As infrastructure becomes more and more distributed, building better observability around it is becoming crucial. With the emergence of microservices architecture, teams want to gain better visibility with proper observability built into the architecture. In this blog post, we’ll explain how we…

Deepak Mohandas

# A Scalable Timer Library for Kong Gateway 3.0

[Engineering](/blog/tag/engineering)EngineeringNovember 1, 2022

Many of Kong’s features rely on timers, such as caching, DNS, and health checks. Kong also runs some async tasks using the timer, such as the rate-limiting plugin, which connects to the database using the timer to make the request finish quickly. As Kong’s user population grows, so does the…

Qiqi Zhang

# Troubleshooting: A Journey Into the Core

[Engineering](/blog/tag/engineering)EngineeringOctober 31, 2022

When seemingly random test failures happen, it can be tempting to simply run again and move on. But, as the following example shows, it can be important to not overlook potential issues without investigating to determine the cause of the symptom. In the case of our story, by digging a little deeper…

Makito Yu

# Writing an eBPF/XDP load-balancer in Rust

background
[Engineering](/blog/tag/engineering)EngineeringOctober 19, 2022

In today's cloud ecosystem the demands for high functioning and high performance observability, security and networking functionality for applications and their network traffic are as high as ever. Historically a great deal of this kind of functionality has been implemented in userspace, but the…

Shane Utt

# Enabling Multi-Region for Kong Konnect Cloud

[Engineering](/blog/tag/engineering)EngineeringOctober 5, 2022

Since the initial launch of Kong Konnect Cloud, one common feature request has (unsurprisingly) been Multi-Region support. Many customers look for SaaS solutions that support a distributed service architecture. Even at its inception, our goal was to support more than a single region. Today, we’re…

Nick Anderson

# Introducing Kong Dynamic Plugin Ordering

[Engineering](/blog/tag/engineering)EngineeringOctober 4, 2022

Viktor Gamov and Rick Spurgeon co-authored this blog post. Kong Gateway provides dynamic plugin ordering allowing administrators to control plugin execution order. Dynamic plugin ordering was added in Kong Enterprise 3.0 and the full technical reference is available in the official…

Viktor Gamov

# Securing your Services and Applications with Styra Declarative Authorization Service (DAS) & Kong Gateway Enterprise

Automating the API Lifecycle with APIOps banner
[Engineering](/blog/tag/engineering)EngineeringSeptember 26, 2022

Jeff Broberg, William Seaton and Peter Sullivan from Styra also contributed to this post API Gateway Authentication (AuthN) and Authorization (AuthZ) are important ways to control the data that is allowed to be transmitted using your APIs. Basically, it checks that a particular identity has…

Claudio Acquaviva

# API Composition with StepZen and Kong

API Composition with StepZen and Kong
[Engineering](/blog/tag/engineering)EngineeringSeptember 15, 2022

There are many pros and cons for both GraphQL and REST APIs, but one of the areas where GraphQL really shines is API composition. Taking data from multiple APIs and combining them to make something new is a key part of delivering a useful service. Today, we're going to take a look at StepZen…

Michael Heap

# Guide to Defense in Depth Security

Minimizing-Security-Risks-
[Engineering](/blog/tag/engineering)EngineeringSeptember 13, 2022

Security best practices remain a top priority for enterprises, especially as high-profile hacks and cybersecurity breaches pose increased risks. According to the 2022 Morgan Stanley CIO survey , IT spending is expected to reach 4.4%, with cloud computing and security software as the leading…

Eric Pulsifer

# Around V8 in Seventy Days: Bringing a New VM to WasmX

How an API Gateway Secures APIs 
[Engineering](/blog/tag/engineering)EngineeringSeptember 9, 2022

There are lots of engineering blogs that showcase product features like a tourist destination described in a travel agency brochure, but not enough stories about how the feature came to be, from starting point to the destination, like a travelogue. Today I’m recounting the story of how I added…

Kong
[‹Prev](/blog/engineering/page/11)‹Prev[1](/blog/engineering)1…[11](/blog/engineering/page/11)1112[13](/blog/engineering/page/13)13…[21](/blog/engineering/page/21)21[Next›](/blog/engineering/page/13)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 IBM ](/performance-comparison/ibm-api-connect-vs-kong)Kong vs IBM
    • [Kong vs Postman ](/performance-comparison/kong-vs-postman)Kong vs Postman
    • [Kong vs Mulesoft ](/performance-comparison/kong-vs-mulesoft)Kong vs Mulesoft
    • Explore More
    • [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
    • [Kong vs Apigee ](/performance-comparison/kong-vs-apigee)Kong vs Apigee
    • 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