WHY GARTNER’S “CONTEXT MESH” CHANGES EVERYTHING AI CONNECTIVITY: THE ROAD AHEAD 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
      • [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. Product Releases
  4. Introducing Konnect Debugger: Get Unprecedented API Traffic Visibility
[Product Releases](/blog/product-releases)Product Releases
July 22, 2025
4 min read

# Introducing Konnect Debugger: Get Unprecedented API Traffic Visibility

Veena Rajarathna
Staff Product Manager, Kong
Garima Gunjan
Engineering Manager, Kong
Helen Tang
Sr. Product Designer, Kong
Youtube thumbnail
**This content contains a video which can not be displayed in Agent mode**

We're excited to announce the general availability of Konnect Debugger, formerly known as Active Tracing during its tech preview phase. This powerful debugging and observability solution in Kong Konnect has evolved from a focused tracing tool into a comprehensive debugging platform.

Konnect Debugger retains all the great capabilities you loved from Active Tracing while expanding to provide unprecedented visibility into API traffic, now combining detailed tracing and comprehensive logging to empower you to optimize performance, troubleshoot issues, and refine your API strategies with confidence.

The need for comprehensive debugging capabilities

Intermittent service issues can be elusive and challenging to understand. To ensure optimal performance and reliability, it’s essential to have a clear view into your service’s behavior. This is where comprehensive observability comes in — providing the ability to understand and contextualize system behavior even in the absence of known issues.

When critical services malfunction, pinpointing the root cause can be daunting. Is it a DNS issue, an upstream service anomaly, undetected failures, or a gateway problem? For platform operation teams, accessing component-level data and detailed logs is crucial for rapid mean time to resolution (MTTR).

However, generating and storing detailed telemetry data and logs continuously may be detrimental to the performance of the service and unnecessary. This is where targeted, on-demand insights become invaluable — enabling teams to swiftly identify and resolve issues, minimizing service disruptions.

From Active Tracing to Konnect Debugger

Building on the foundation of Active Tracing's powerful targeted tracing capabilities, Konnect Debugger represents the natural evolution of our observability offering. All the features you relied on in Active Tracing remain intact and enhanced:

  • Same powerful tracing engine: Generate detailed OpenTelemetry-compatible traces on-demand
  • Familiar sampling capabilities: Target specific services, routes, or requests with expression-based criteria
  • Enhanced visualization: The same intuitive trace viewer you know, now with additional debugging views
  • Zero additional instrumentation: Continue to get deep insights without changing your existing setup

What's new is the expanded scope: Konnect Debugger now combines these proven tracing capabilities with comprehensive logging, giving you a complete debugging solution in a single, integrated interface.

Introducing Konnect Debugger

With Konnect Debugger, infrastructure administrators can initiate targeted debugging sessions in specific API gateway nodes. During a debugging session, the selected gateway generates both detailed OpenTelemetry-compatible traces and comprehensive logs for all requests matching the sampling criteria. The detailed spans and log entries are captured for the entire request/response lifecycle. These traces and logs can be visualized with Konnect’s built-in debugging interface with no additional instrumentation or telemetry tools. Konnect’s Debugger offers exclusive, in-depth insights that can't be replicated by third-party observability tools.

By capturing detailed, component-level telemetry data and logs, platform operations teams can gain a deeper understanding of their services’ performance, dependencies, error conditions and potential bottlenecks. This targeted approach to observability enables teams to optimize their services, reduce uncertainty, and improve overall system reliability.

Key highlights

  • All your favorite Active Tracing features:
    • Debug sessions can be initiated for a service (includes all routes) or per route
    • Traces and logs can be generated for all requests or those matching sampling criteria
    • Sampling criteria can be defined with simple expressions language (ex: http.method == "GET")
    • Trace spans and attributes adhere to OpenTelemetry conventions
    • Sessions are retained in Konnect for up to 7 days
  • Enhanced with comprehensive logging:
    • Comprehensive request/response logs
    • Seamless correlation between traces and logs for comprehensive analysis
    • Enhanced debugging interface with integrated logs view
  • Same powerful visualization, now expanded:
    • Traces and logs can be visualized in Konnect's built-in debugging interface
    • Familiar trace viewer enhanced with additional debugging capabilities

Traces and logs captured in a Konnect Debugger session can be visualized in Konnect's built-in debugging interface. The debugger provides a summary view, trace view, and logs view. You can gain instant insights with the summary view, dive deeper with the trace view, and examine detailed execution logs for comprehensive troubleshooting.

Gain instance insights with summary view

Summary view helps you visualize the entire API request-response flow in a single glance. This view provides a concise overview of critical metrics, error indicators, and a transaction map. The transaction map includes the plugins executed by Kong on both the request and the response, along with the times spent in each phase. Use summary view to quickly understand the end-to-end API flow, identify performance bottlenecks, spot errors, and optimize your API strategy.

Dive deeper with trace view

The trace view gives you unparalleled visibility into Kong's internal workings. This detailed view breaks down into individual spans, providing a comprehensive understanding of:

  • Kong's internal processes and phases
  • Plugin execution and performance
  • Request and Response handling

Use trace view to troubleshoot issues, optimize performance, and refine your configuration with precision.

Examine execution details with logs view

The logs view provides comprehensive logging information captured during the debugging session. This detailed view includes:

  • Plugin execution logs and debug information
  • Error messages
  • Gateway internal processing logs
  • Upstream service communication details

Use logs view to investigate specific execution paths, understand error conditions, and gain detailed insights into request processing behavior.

Get started with Konnect Debugger

We're excited to see how Konnect Debugger will enhance your API operations! Get started with Konnect Debugger today and unlock comprehensive insights into your API traffic.

If you're a Kong Konnect customer, Debugger is now available for your organization. [Log in](https://cloud.konghq.com/login)Log in to Konnect, navigate to the gateway manager, select a control plane, and start debugging your APIs with both traces and logs. If you're new to Kong, you can start by [signing up for Kong Konnect](https://konghq.com/products/kong-konnect/register)signing up for Kong Konnect for free!

Be sure to share your feedback with us. Your input helps us continue to improve this powerful debugging solution.

## Unleash the power of APIs with Kong Konnect

[Learn More](/products/kong-konnect/)Learn More[Get a Demo](/contact-sales)Get a Demo
- [Kong Konnect](/blog/tag/kong-konnect)Kong Konnect- [Observability](/blog/tag/observability)Observability- [Performance](/blog/tag/performance)Performance

## More on this topic

_Videos_

## Achieving APIOps with Konnect

_Videos_

## How SeatGeek scaled to 86M+ monthly API requests

## See Kong in action

Accelerate deployments, reduce vulnerabilities, and gain real-time visibility. 

[Get a Demo](/contact-sales)Get a Demo
**Topics**
- [Kong Konnect](/blog/tag/kong-konnect)Kong Konnect- [Observability](/blog/tag/observability)Observability- [Performance](/blog/tag/performance)Performance
Veena Rajarathna
Staff Product Manager, Kong
Garima Gunjan
Engineering Manager, Kong
Helen Tang
Sr. Product Designer, Kong

Recommended posts

# New Enhancements to Konnect to Fuel API-Driven Innovation

[Product Releases](/blog)Product ReleasesApril 15, 2025

APIs are the lifeblood of disruption . . . when leveraged correctly. The best, most disruptive businesses are able to harness API growth as a strategic opportunity. But how? With an API platform that drives innovation, faster delivery, and top-tier

Erin Choi
[](https://konghq.com/blog/product-releases/new-enhancements-to-konnect)

# Kong Simplifies Multicloud Cloud Gateways with Managed Redis Cache

[Product Releases](/blog)Product ReleasesMarch 12, 2026

Managed Redis cache is a turnkey "Shared State" add-on for Kong Dedicated Cloud Gateways. It is designed to combine the performance of an in-memory data store with the simplicity of a SaaS product. When you spin up a Dedicated Cloud Gateway in Kong

Amit Shah
[](https://konghq.com/blog/product-releases/multicloud-cloud-gateways-managed-redis-cache)

# Announcing Kong Operator 2.1

[Product Releases](/blog)Product ReleasesFebruary 10, 2026

With Kong Ingress Controller, when your Control Plane was hosted in Kong Konnect, and you were using Kubernetes Gateway API, your dataplane, routes, and services were in read-only mode. When using Kong Ingress Controller with Kubernetes Gateway API

Justin Davies
[](https://konghq.com/blog/product-releases/kong-operator-2-1)

# Kong MCP Registry: Connect AI Agents with the Right Tools

[Product Releases](/blog)Product ReleasesFebruary 2, 2026

The Kong MCP Registry acts as a central directory for AI agents and clients to access services that provide context or take action. For AI agents, think of it as a combination of a "Service Catalog" and a "Developer Portal." It offers the metadata,

Jason Harmon
[](https://konghq.com/blog/product-releases/kong-mcp-registry-tech-preview)

# From Strategy to Action: See Konnect Metering & Billing in Motion

[Product Releases](/blog)Product ReleasesJanuary 22, 2026

We've talked about why 2026 is the year of AI unit economics . There, we explored the "2025 hangover" where organizations realized that without financial governance, AI isn't just a science project but has become a margin-bleeding cost center. But

Dan Temkin
[](https://konghq.com/blog/product-releases/konnect-metering-and-billing-demo)

# KAi Just Got a Major Upgrade, Powered by the New Kong Konnect MCP Server

[Product Releases](/blog)Product ReleasesJanuary 21, 2026

If you've used KAi before, you'll notice the difference immediately. The enhanced version has deeper access to your Konnect environment and new tools for debugging, analytics, and configuration management: Active tracing and debugging: KAi can now

Alex Drag
[](https://konghq.com/blog/product-releases/kai-upgrade-powered-by-konnect-mcp-server)

# New Year, New Unit Economics: Konnect Metering & Billing Is Here

[Product Releases](/blog)Product ReleasesJanuary 6, 2026

Every January, the same resolutions show up: eat better, exercise more, finally learn that language, finally figure out that production use case for AI agents (OK, this one isn’t so typical unless you operate in our universe).  But if you're respons

Alex Drag
[](https://konghq.com/blog/product-releases/ai-cost-control)

## Ready to see Kong in action?

Get a personalized walkthrough of Kong's platform tailored to your architecture, use cases, and scale requirements.

[Get a Demo](/contact-sales)Get a Demo
Ask AI for a summary of Kong
  • [](https://chatgpt.com/s/t_69b981cfa37081919ce25ce107c431c1)
  • [](https://share.google/aimode/hyefOiNwl8pg8W99d)
  • [](https://www.perplexity.ai/search/what-solutions-does-kong-offer-VsYWPddxQjajgvLA4B9hjQ)
Stay connected

## 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
    • Legal
    • [Terms](/legal/terms-of-use)Terms
    • [Privacy](/legal/privacy-policy)Privacy
    • [Trust and Compliance](https://trust.konghq.com)Trust and Compliance
    • 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.

  • Japanese
  • Frenchcoming soon
  • Spanishcoming soon
  • Germancoming soon
© Kong Inc. 2026
Interaction mode