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"Legacy" proxies
Most network proxies - whether NGINX, HAProxy or even the relatively more modern Envoy Proxy - were all built before the age of AI.
For proxies to be effective in the context of agentic networking flows, they must be context-aware: is the target "backend" workload an MCP server? An agent? Or perhaps some other type of artifact?
In order to be able to implement proper security controls, or to perform any of the functions that proxies are known for (rate limiting, observability, routing), this context-awareness not only matters, it's necessary.
Solo.io created the agentgateway project precisely for this reason: to build into a proxy the necessary context-awareness that allows it to properly handle network flows, not only for traditional microservices traffic, but also for modern "agentic" flows.
AI use cases
AI use cases are categorized along the following lines:
LLM consumption - In the context of internal applications making calls to LLMs, agentgateway can proxy requests to outbound providers and their models. agentgateway supports a variety of LLM consumption use cases out of the box: credential management, prompt enrichment, prompt guards, rate limiting, model failover, and more. In this capacity, agentgateway acts as an egress gateway: workloads running inside an organization's environment (be it on-prem or in the cloud) makes calls to an external LLM. The proxy is in a position to mediate calls to external LLMs and can add value in many different ways, whether it be to audit outbound requests, enrich prompts, mask content from the LLMs responses, or fail over to another model.
Inference consumption - Hosting Large Language Models internally on-premises and intelligently routing requests to the correct model. In this capacity, agentgateway acts as a context-aware ingress gateway, controlling and routing traffic to the target models running on premises. agentgateway can make intelligent decisions relating to how to route incoming requests to the appropriate model, taking into account token consumption, session awareness, response times, and model capabilities.
Development of agentic systems - A variety of agentic artifacts are brought to bear to deploy a system of collaborating actors: agents, agent skills, MCP servers, and LLMs, with a possible mix of on-prem and off-premises actors. In this context, agentgateway can act as a proxy that controls the intelligent routing of traffic, as a way of collecting and emitting telemetry information for observability, and as a policy enforcement point for security. In this capacity, the role of agentgateway more closely matches what we traditionally think of as service mesh traffic.
Agentic flows - the new kid on the block
The process of interacting with LLMs has evolved significantly over the last twelve months. Today when we interact with an LLM, we may not realize that we do so in the context of agents that mediate the communication with the user and with other actors. The LLM itself becomes one component in a larger system involving multiple actors: the LLMs, agents, and MCP servers.
The agent is not only a service fronting the LLM, but it also acts as a mediator between LLMs and tools. The algorithm goes something like this:
- The agent informs the LLM of the tools that are at its disposal, how to call them, and how to parse their responses.
- The LLM can request of the agent that specific tool invocations be performed.
- The agent in turn will proxy the calls to the tools and relay the responses to the LLM.
- The LLM is at liberty to repeat the above tool calling process as many times as necessary until it is satisfied it can provide the user an answer to their questions.
- Ultimately, the LLM prepares an answer that is informed by, and that incorporates the tool call responses, and forwards the reply to the agent.
- The agent relays the final reply to the end user.
The above is also known as the "agentic loop".
The agentic loop
In the enterprise, the construction and deployment of specialized agents making calls to tools and to LLMs is becoming commonplace. Enterprise workloads are becoming a mix of the traditional microservices workloads and these new agentic workloads.
The agentgateway project
Agentgateway was designed to support the above variety of AI scenarios: LLM Consumption, inference consumption, and agentic flows.
The "story" of the genesis of the agentgateway project at Solo.io is worth summarizing. Engineering was initially trying to bolt security controls and other canonical proxy capabilities for agentic use cases on top of Envoy proxy. It quickly became clear that the recipe of programming the Envoy proxy was not going to work for AI scenarios, for a multiplicity of reasons.
For example, in order to provide the ability to specify a sensible security policy for calling MCP tools, we must expose contextual information, such as the name of the tool being invoked. In order to do that, the proxy had to become MCP-protocol aware. The end result was the creation of a new, AI-native, Rust-based proxy named agentgateway, one that natively understands the MCP and A2A protocols which are used in agentic network communications.
Besides its ability to natively understand this new crop of AI-native protocols, agentgateway is significantly more performant both in terms of memory and CPU resources, in comparison to market alternatives. For more details on this front, see John Howard's Gateway API benchmarks, part 2.
Example: MCP authorization
In the context of an agent calling tool via the MCP protocol, we need the ability to make decisions based not only on the caller and their identity, but also on the tool being targeted -- we need a context-aware proxy.
Agentgateway integrates the Common Expression Language (CEL) and exposes contextual information which an operator can use to express their desired policy.
See this MCP authorization example from the project's documentation.
In the example, the expression configures the proxy with an authorization policy that can inspect not only the subject from a JWT token in the request, but also the MCP tool that is being targeted in the call.
How mesh complements security posture in an agentic context
We're familiar with using ambient mesh authorization policies to enforce requests through a waypoint.
When agentgateway proxies an MCP server (or multiple MCP servers: see MCP server multiplexing) for workloads running atop an ambient mesh, these same kinds of authorization policies ensure that no clients can circumvent the agentgateway - that all calls to the tool servers go through the agentgateway.
John Howard's blog post Your AI workloads still need a service mesh comes to mind.
Baking agentgateway into Solo.io's products
Solo.io today is embedding agentgateway into many of its products to unlock not only traditional proxy capabilities, but also all of the new agentic flows that are the focus of so many of today's development efforts.
Agentgateway can be consumed in a variety of ways:
Standalone - The documentation on agentgateway.dev shows you how to download and install the agentgateway binary, and how to program it for a variety of both traditional and agentic use cases. agentgateway is lean and mean, the binary is lightweight, it has lightning-fast performance, and sports a beautiful administrative UI, with a built-in client inspector.
In Kubernetes - Integration is provided through the open-source CNCF project kgateway.dev whereby kgateway acts as a control plane that allows the configuration of proxies through the Kubernetes Gateway API. Via the GatewayClass agentgateway, kgateway can be made to provision agentgateway instances and program them accordingly for a variety of use cases.
Service mesh - Solo.io's products now support the ability to use agentgateway (in lieu of Envoy proxy) as the implementation of the waypoint used to provision Layer 7 proxies in front of designated services. Solo.io often uses the term "Layer 8" with respect to agentgateway because it goes beyond the traditional HTTP layer concerns with its native support for the MCP and A2A protocols (the AI layer).
For enterprise users, Solo.io recently released Solo Enterprise for agentgateway, providing full support for "AI connectivity, security, governance for agents, tools, LLMs, and inference workloads." In addition, Solo Enterprise for kagent offers a version of Solo's agentic AI solution for Kubernetes that runs on top of a multicluster service mesh with agentgateway "baked in" to secure, observe, and control network communications for agents.
Solo.io has effectively extended its suite of networking products and their capabilities to now encompass AI use cases. Whether it is to control, secure, and observe applications calling out to external LLM providers (egress), routing incoming traffic to hosted LLM inference models intelligently, or working with full-fledged agentic solutions involving agents, MCP servers, and agent skills. Solo.io's new AI-native proxy, agentgateway, was built specifically to enable these use cases.
Featured content
\ \ \ \ Context-aware Security for Agentic AI Gateways \ \ If your gateway can’t tell the difference between a tool call and a model invocation, it can’t enforce meaningful security. Agentic systems demand a new class of context-aware, AI-native gateways.\ \ \ \ Read Blog](/content/blog/context-aware-security-ai-gateways/index.html)
\ \ \ \ Overhaul of Agent Gateway supporting A2A, MCP, and Kubernetes Gateway API \ \ Today, we’re excited to share the next major milestone: Agent Gateway is now a full-featured, AI-native gateway that combines deep MCP and A2A protocol awareness, robust traffic policy controls, inference gateway support, Kubernetes Gateway API support, and unified access to major LLMs, all purpose-built with Rust for real-world agentic systems.\ \ \ \ Read Blog](/content/blog/updated-a2a-and-mcp-gateway/index.html)
\ \ \ \ Security Holes in MCP Servers and How To Plug Them \ \ Learn how to close the major security gaps in Model Context Protocol (MCP) with a proper AI Gateway. This guide walks you through deploying MCP Servers on Kubernetes, adding authentication, locking down tools, and strengthening your organization’s overall MCP security posture.\ \ \ \ Read Blog](/content/blog/security-holes-in-mcp-servers-and-how-to-plug-them/index.html)
\ \ \ \ kagent <3 Agent Substrate: A 101 installation & Configuration Guide \ \ Learn how to run AI agents on Kubernetes with Agent Substrate and kagent. This step-by-step guide covers architecture, installation, configuration, and deploying agent workloads using the Substrate runtime.\ \ \ \ Read Blog](/content/blog/kagent-3-agent-substrate-a-101-installation-configuration-guide/index.html)
\ \ \ \ Solo Enterprise for Istio 1.30: Agentic Mesh, ztunnel-Native Egress, New UI, and Fine-Grained Workload Identity \ \ This release brings agentgateway into the ambient mesh as a waypoint, ingress, and egress proxy, adds egress controls directly in ztunnel, ships a revamped Solo UI with a new advanced Service Graph, and introduces workload identity that goes beyond the service account.\ \ \ \ Read Blog](/content/blog/solo-enterprise-for-istio-1-30-agentic-mesh-ztunnel-native-egress-new-ui-and-fine-grained-workload-identity/index.html)
\ \ \ \ Agentgateway Code Mode for OpenAPI to MCP \ \ A very common pattern for MCP servers in the enterprise is to wrap existing APIs. We’ve invested 20+ years in building useful, reusable, valuable APIs, should we really be reinventing everything just because a fancy new protocol showed up? Is that even practical? The answer is no. We need to be practical and recognize some fundamental challenges mapping APIs to MCP tools. With agentgateway, we have three ways to expose OpenAPI operations via MCP: direct exposure, custom exposure with optional API chaining, or an AI model-controlled “code mode”.\ \ \ \ Read Blog](/content/blog/agentgateway-code-mode-for-openapi-to-mcp/index.html)
\ \ \ \ From Service Mesh to Agentic Mesh \ \ Service mesh became boring...but it's more foundational than ever before.\ \ \ \ Read Blog](/content/blog/from-service-mesh-to-agentic-mesh/index.html)
\ \ \ \ Keeping Context and Tokens Low With Progressive Disclosure In Agentgateway \ \ Learn how to cut MCP token usage by 91% using agentgateway’s progressive disclosure. Reduce cost, control context bloat, and optimize agent workflows.\ \ \ \ Read Blog](/content/blog/keeping-context-and-tokens-low-with-progressive-disclosure-in-agentgateway/index.html)
\ \ \ \ MCP Progressive Disclosure: Save Tokens, Retrieve Schemas \ \ \ \ Read Blog](/content/blog/mcp-progressive-disclosure/index.html)
\ \ \ \ Five Minutes to Your First MCP Server Tool: A Quickstart with agentgateway \ \ New to agentic AI? This guide walks you through running agentgateway locally, connecting to MCP servers, and understanding core concepts like rate limiting and observability.\ \ \ \ Read Blog](/content/blog/five-minutes-to-your-first-mcp-server-tool-a-quickstart-with-agentgateway/index.html)
\ \ \ \ Agentic Quality Benchmarking With Agentevals \ \ \ \ Read Blog](/content/blog/agentic-quality-benchmarking-with-agent-evals/index.html)
\ \ \ \ The AppMesh Migration Playbook \ \ \ \ Read Blog](/content/blog/the-app-mesh-migration-playbook/index.html)
\ \ \ \ Solo Enterprise for Istio 1.29: ECS Now GA, Enhanced Debuggability, and Flexible Global Service Aliasing \ \ The latest Solo Enterprise for Istio release delivers General Availability of AWS ECS integration and powerful new global service aliasing capabilities.\ \ \ \ Read Blog](/content/blog/solo-enterprise-for-istio-1-29/index.html)
\ \ \ \ Your First AI Route: Connecting to OpenAI with AgentGateway \ \ \ \ Read Blog](/content/blog/your-first-ai-route-connecting-to-openai-with-agentgateway/index.html)
\ \ \ \ Getting started with Multi-LLM provider routing \ \ \ \ Read Blog](/content/blog/getting-started-with-multi-llm-provider-routing/index.html)
\ \ \ \ What Comes After Ingress NGINX? A Migration Guide to Gateway API \ \ Ingress NGINX is being retired. This guide walks through migrating Ingress configs to Kubernetes Gateway API using ingress2gateway and kgateway.\ \ \ \ Read Blog](/content/blog/what-comes-after-ingress-nginx-a-migration-guide-to-gateway-api/index.html)
\ \ \ \ Why Traditional Gateways Failed AI Workloads - and How Kgateway's Rust-powered Agentgateway Fixes It \ \ Most AI gateways patch legacy proxies. Kgateway starts from first principles, rethinking the gateway for the agentic era with a data plane built specifically for modern AI traffic.\ \ \ \ Read Blog](/content/blog/why-traditional-gateways-failed-ai-workloads-and-how-kgateways-rust-powered-agentgateway-fixes-it/index.html)
\ \ \ \ Kgateway: The Best Alternative for Ingress NGINX \ \ Learn how kgateway, a CNCF-hosted project built on Envoy, offers a trusted path forward for Ingress NGINX.\ \ \ \ Read Blog](/content/blog/kgateway-the-best-alternative-for-ingress-nginx/index.html)
\ \ \ \ The Linux Foundation’s new Agentic AI Foundation and Secure MCP Infrastructure \ \ \ \ Read Blog](/content/blog/aaif-announcement-agentgateway/index.html)
\ \ \ \ Announcing Gloo Mesh Support for Amazon ECS \ \ Latest Gloo Mesh release now provides support and enterprise-grade service mesh capabilities for Amazon ECS workloads.\ \ \ \ Read Blog](/content/blog/announcing-gloo-mesh-support-for-amazon-ecs/index.html)
\ \ \ \ Gloo Mesh 2.11: Expands Support to Amazon ECS and Brings Multi-Tenant Flexibility to Enterprises. \ \ Latest Gloo Mesh release expands support to Amazon ECS and brings multi-tenant flexibility to enterprises.\ \ \ \ Read Blog](/content/blog/gloo-mesh-2-11-release/index.html)
\ \ \ \ Reducing the costs and complexity of your cloud native architecture with Ambient Mesh \ \ Learn how Istio's Ambient Mesh simplifies cloud-native connectivity and dramatically reduces the cost and complexity of connecting, securing, and observing services across on-prem, cloud, or hybrid environments — without sidecars.\ \ \ \ Read Blog](/content/blog/ambient-mesh-reducing-cost-complexity-cloud-native-architecture/index.html)
\ \ \ \ Introducing Solo Enterprise for agentgateway \ \ From pilots to production with context-aware AI networking\ \ \ \ Read Blog](/content/blog/introducing-solo-enterprise-for-agentgateway/index.html)
\ \ \ \ Introducing Gloo Gateway 2.0 \ \ We're excited to introduce Gloo Gateway 2.0, built on the CNCF kgateway project and Kubernetes Gateway API. This release unifies open-source innovation with enterprise-grade extensions, ambient mesh integration, and AI-ready data planes to deliver secure, scalable, and future-proof API gateway capabilities for cloud-native and agentic workloads.\ \ \ \ Read Blog](/content/blog/introducing-gloo-gateway-2-0/index.html)
\ \ \ \ Ambient mesh deployments made easy with Gloo Operator \ \ This article discusses different ways to install Istio ambient mesh, and contrasts the Helm approach with the Gloo Operator, a new method for installing ambient mesh in Gloo Mesh.\ \ \ \ Read Blog](/content/blog/ambient-mesh-deployments-made-easy-with-gloo-operator/index.html)
\ \ \ \ Choosing between installation methods in Gloo Mesh: Helm vs. the Gloo Operator \ \ Explore Istio installation options with Gloo Mesh. Compare Helm for control and flexibility vs. Gloo Operator for simplicity and automation to find the best fit for your environment.\ \ \ \ Read Blog](/content/blog/gloo-mesh-installation-methods-helm-vs-gloo-operator/index.html)
\ \ \ \ How ambient mesh challenges the security gaps in sidecar workloads \ \ Discover how Istio’s ambient mesh strengthens microservices security beyond sidecars with improved isolation, reduced attack surfaces, and simpler operations.\ \ \ \ Read Blog](/content/blog/how-ambient-mesh-challenges-security-gaps-sidecar-workloads/index.html)
\ \ \ \ Migrating from sidecars to ambient with zero downtime \ \ Learn how to migrate from Istio sidecars to ambient mesh with zero downtime. Step-by-step strategies, best practices, and tools to ensure a safe transition.\ \ \ \ Read Blog](/content/blog/sidecars-ambient-zero-downtime/index.html)
\ \ \ \ Comparing Istio's ambient multicluster support with Gloo Mesh's multicluster peering \ \ Compare Istio’s new ambient multicluster support with Gloo Mesh’s multicluster peering. Learn the similarities, key differences, and scalability trade-offs.\ \ \ \ Read Blog](/content/blog/istio-ambient-multicluster-support-gloo-mesh-multicluster-peering/index.html)
\ \ \ \ The future of Kubernetes is context-aware: Meet Solo Enterprise for kagent \ \ Discover how Solo.io's enterprise version of kagent extends Kubernetes to turn cloud-native infrastructure into agent-native infrastructure.\ \ \ \ Read Blog](/content/blog/kagent-enterprise/index.html)
\ \ \ \ kgateway as Ingress for Ambient Service Mesh \ \ Explore how kgateway and Istio Ambient Mesh work together to deliver secure ingress, intelligent routing and clear observability.\ \ \ \ Read Blog](/content/blog/kgateway-ingress-ambient-service-mesh/index.html)
\ \ \ \ Tracing GenAI Applications Is Not Enough \ \ \ \ Read Blog](/content/blog/tracing-genai-applications-is-not-enough/index.html)
\ \ \ \ Gloo Mesh 2.10: More Secure, Scalable Cloud Connectivity \ \ Gloo Mesh 2.10 adds flat network support, traffic shifting, and policy enforcement for secure, scalable multi-cluster service mesh.\ \ \ \ Read Blog](/content/blog/gloo-mesh-secure-scalable-cloud-connectivity/index.html)
\ \ \ \ MCP Authorization is a Non-Starter for Enterprise\ \ In this blog, we highlight some of MCP's foundational challenges, alternative proposals in the community, and sharing our opinion on what this should look like in enterprise environments. We know the MCP community is hard at work on revising the specification and we feel future updates will align better with our recommendations here. \ \ \ \ Read Blog](/content/blog/mcp-authorization-is-a-non-starter-for-enterprise/index.html)
\ \ \ \ Securing and Observing Your Services, Simplified \ \ Istio Ambient Mesh’s ztunnel delivers secure-by-default microservices communication and real-time traffic visibility - without sidecars. Learn how it boosts performance, simplifies management, and reduces costs while enhancing security and observability.\ \ \ \ Read Blog](/content/blog/securing-observing-services-simplified/index.html)
\ \ \ \ From MCP Servers to Services: Introducing kmcp for Enterprise-Grade MCP Development \ \ \ \ Read Blog](/content/blog/introducing-kmcp/index.html)
\ \ \ \ The Power of a Single API to Secure, Observe, and Control Traffic in All Directions \ \ Learn how the Omni vision unifies traffic, security, and observability control across cloud-native systems with Gloo Mesh and Gloo Gateway.\ \ \ \ Read Blog](/content/blog/api-secure-observe-control-traffic/index.html)
%20a%20Bad%20Idea.png)\ \ \ \ Why Building Large Kubernetes Clusters Is (Still) a Bad Idea \ \ Running massive Kubernetes clusters might seem simpler, but it’s a trap. Learn why scaling a single cluster creates hidden performance, security, and reliability issues, and how Gloo Mesh with Ambient Mesh makes multi-cluster networking finally viable.\ \ \ \ Read Blog](/content/blog/why-building-large-kubernetes-clusters-is-still-a-bad-idea/index.html)
\ \ \ \ Fortifying Your Cloud Native Connectivity Security Posture with Solo and Ambient Mesh \ \ Strengthen your cloud-native security posture with Istio and ambient mesh. Learn how ambient enhances zero-trust architecture, simplifies mTLS, reduces attack surface, and decouples security from app logic, all with less operational overhead.\ \ \ \ Read Blog](/content/blog/cloud-native-connectivity-security-solo-ambient-mesh/index.html)
\ \ \ \ Migrating from Sidecars to Ambient Mesh - Risks, Challenges, and Benefits \ \ Considering migrating from Istio sidecars to ambient mesh? Learn about the key challenges, risks, and benefits of ambient, including improved performance, lower costs, and operational simplicity, plus tips to plan a safe, successful transition.\ \ \ \ Read Blog](/content/blog/ambient-mesh-migration/index.html)
\ \ \ \ How Ambient Mesh Delivers Advanced Resource and Cost Savings \ \ Discover how Ambient Mesh architecture can reduce service mesh infrastructure costs by up to 92% compared to traditional sidecar deployments, with real-world savings\ \ \ \ Read Blog](/content/blog/how-ambient-mesh-delivers-advanced-resource-and-cost-savings/index.html)
\ \ \ \ Getting Started with Ambient Mesh: From 0 to 100 mph \ \ Learn how Ambient Mesh revolutionizes service mesh architecture by eliminating sidecars and introducing a split proxy approach for better performance and operational simplicity.\ \ \ \ Read Blog](/content/blog/getting-started-with-ambient-mesh-from-0-to-100-mph/index.html)
\ \ \ \ Agent Discovery, Naming, and Resolution - the Missing Pieces to A2A \ \ While the A2A specification provides the critical first steps toward discovery with Agent Cards, the infrastructure for truly dynamic, scalable agent ecosystems requires additional components that the spec intentionally leaves “up to you.” In this blog, we dig into those missing pieces. \ \ \ \ Read Blog](/content/blog/agent-discovery-naming-and-resolution---the-missing-pieces-to-a2a/index.html)
\ \ \ \ Part Two: MCP Authorization The Hard Way \ \ Digging into the details of the MCP Authorization Spec\ \ \ \ Read Blog](/content/blog/part-two-mcp-authorization-the-hard-way/index.html)
\ \ \ \ Part One: MCP Authorization The Hard Way \ \ Deep dive into MCP Authorization, step by step with examples and in-depth detail\ \ \ \ Read Blog](/content/blog/understanding-mcp-authorization-step-by-step-part-one/index.html)
\ \ \ \ Agent Identity and Access Management - Can SPIFFE Work? \ \ Digging into AI identity and how the current SPIFFE models may need to be revised to support AI Agents\ \ \ \ Read Blog](/content/blog/agent-identity-and-access-management---can-spiffe-work/index.html)
\ \ \ \ Deep Dive into llm-d and Distributed Inference \ \ Digging into the llm-d project and how it does distributed inference.\ \ \ \ Read Blog](/content/blog/deep-dive-into-llm-d-and-distributed-inference/index.html)
\ \ \ \ Gloo Mesh 2.8 simplifies service mesh operations with new enhanced user experience across multi-cluster environments. \ \ \ \ Read Blog](/content/blog/gloo-mesh-2-8-release/index.html)
\ \ \ \ Gloo Gateway 1.19 accelerates context-rich, real-time AI apps with Gateway API \ \ \ \ Read Blog](/content/blog/gloo-gateway-1-19-release/index.html)
\ \ \ \ llm-d: Distributed Inference Serving on Kubernetes \ \ \ \ Read Blog](/content/blog/llm-d-distributed-inference-serving-on-kubernetes/index.html)
\ \ Motive \ \ Motive modernized its infrastructure using Solo Enterprise for kgateway to boost reliability, developer agility, and fleet innovation.\ \ \ \ Read Case Study](/content/resources/case-study/motive/index.html)
\ \ Confluent \ \ Discover how Confluent achieved 100% mTLS coverage, FedRAMP-ready FIPS encryption, and real-time observability across 100+ services using Solo Enterprise for Istio.\ \ \ \ Read Case Study](/content/resources/case-study/confluent/index.html)
\ \ Ingenico \ \ Powered by Solo Enterprise for kgateway, Solo.io helped Ingenico modernize its global payments infrastructure—boosting scalability, resilience, and developer autonomy. Explore their journey to building a fault-tolerant, future-ready platform.\ \ \ \ Read Case Study](/content/resources/case-study/ingenico-2/index.html)
\ \ OfferUp \ \ OfferUp leveraged Kubernetes and Solo Enterprise for kgateway to modernize its marketplace, enabling developer self-service, faster deployments, and seamless scaling beyond peer-to-peer transactions.\ \ \ \ Read Case Study](/content/resources/case-study/offerup/index.html)
\ \ ParkMobile \ \ ParkMobile’s Platform Engineering team utilized Kubernetes and Solo Enterprise for kgateway to drive innovation, scalability, and seamless mobility solutions while fostering a culture of collaboration and technological excellence.\ \ \ \ Read Case Study](/content/resources/case-study/park-mobile/index.html)
\ \ Vonage \ \ Solo.io helped Vonage modernize its cloud infrastructure, enhancing scalability, reliability, and developer autonomy with Solo Enterprise for kgateway. Explore their journey to a building an efficient and agile platform.\ \ \ \ Read Case Study](/content/resources/case-study/vonage-2/index.html)
\ \ Domino’s Pizza \ \ Powered by Solo Enterprise for Istio and Solo Enterprise for kgateway, Solo.io helped Domino’s UK transition from a monolithic system to a microservices-based architecture. Learn about our 18-month journey to transform the way they operate.\ \ \ \ Read Case Study](/content/resources/case-study/dominos-pizza-uk/index.html)
\ \ Introducing Solo Enterprise for agentgateway \ \ Secure, govern, and operationalize AI agent connectivity at scale with Solo Enterprise for agentgateway\ \ \ \ Read Datasheet](/content/resources/datasheet/introducing-solo-enterprise-for-agentgateway/index.html)
\ \ Comparing Sidecars with Sidecarless Mesh Implementation \ \ Compare sidecar-based Istio with sidecarless Ambient Mesh. Learn how Gloo Mesh simplifies service mesh operations, reduces overhead, and enables scalable, secure, multi-cluster environments — with support for both migration paths.\ \ \ \ Read Datasheet](/content/resources/datasheet/comparing-sidecars-with-sidecarless-mesh-implementation/index.html)
\ \ Solo Enterprise for Istio Feature Comparison \ \ Compare features across Gloo Mesh Enterprise, Gloo Mesh Open Source, and Basic Open Source Istio.\ \ \ \ Read Datasheet](/content/resources/datasheet/gloo-mesh-feature-comparison/index.html)
\ \ Enterprise Support for Istio in Production \ \ Solo.io provides enterprise support for Istio environments to help you avoid pitfalls and resolve issues quickly.\ \ \ \ Read Datasheet](/content/resources/datasheet/enterprise-support-for-istio-in-production/index.html)
\ \ Service Mesh for Developers, Part 1: Exploring the Power of Observability and OpenTelemetry \ \ Navigating the complexity of modern applications requires a key ally – observability. Observability empowers teams to streamline application debugging, and within the architecture of a service mesh, provides valuable insights that increase reliability and performance.\ \ \ \ Read Ebook](/content/resources/ebook/service-mesh-for-developers-part-1/index.html)
\ \ Service Mesh at Scale \ \ Challenges and approaches to multi-cluster deployment patterns\ \ \ \ Read Ebook](/content/resources/ebook/service-mesh-at-scale/index.html)
\ \ Compare Capabilities of the Top Service Mesh Platforms \ \ Using a service mesh as a layer to unify communications between applications, services, and workloads empowers teams to modernize their systems, deliver faster results, and improve performance for modern enterprises.\ \ \ \ Read Ebook](/content/resources/ebook/buyers-guide-service-mesh/index.html)
\ \ Compare Capabilities of the Top API Gateways \ \ Download our Buyer’s Guide to API Gateways and learn about the modern requirements of API gateways in our guide’s comparison of five leading API gateway providers.\ \ \ \ Read Ebook](/content/resources/ebook/api-gateway-buyers-guide/index.html)
\ \ Establishing zero trust security for modern cloud architectures \ \ How your organization can ensure safer cloud architecture by applying a zero trust network security model\ \ \ \ Read Ebook](/content/resources/ebook/establishing-zero-trust-security-for-modern-cloud-architectures/index.html)
\ \ Unlocking the Power of Your API Gateway \ \ With automated API management, organizations save time and resources and streamline the development process.\ \ \ \ Read Ebook](/content/resources/ebook/unlocking-the-power-of-your-api-gateway/index.html)
\ \ API Gateways: Productivity, Resilience, and Security for Next-Generation Cloud Applications \ \ The rise of microservices architecture has brought about a significant shift in how software is developed and deployed, and as such, has presented new technical and organizational challenges.\ \ \ \ Read Ebook](/content/resources/ebook/api-gateways-productivity-resilience-and-security-for-next-generation-cloud-applications/index.html)
\ \ Driving Business Value with Istio \ \ How a service mesh can help your organization simplify the adoption of a distributed architecture\ \ \ \ Read Ebook](/content/resources/ebook/driving-business-value-with-istio/index.html)
\ \ Service Mesh Vendor Comparison \ \ See how top vendors with Istio-based service mesh offerings compare\ \ \ \ Read Ebook](/content/resources/ebook/istio-service-mesh-vendor-comparison/index.html)
\ \ Istio Then & Now \ \ \ \ Read Infographic](/content/resources/infographic/istio-then-now/index.html)
\ \ 4 Reasons Why You Need an AI Gateway \ \ Integrating LLM models in your applications? See our infographic to learn the top four reasons why you need an AI Gateway!\ \ \ \ Read Infographic](/content/resources/infographic/4-reasons-why-you-need-an-ai-gateway/index.html)
\ \ Solo Enterprise for kgateway vs. Kong \ \ Kong Gateway offers a very capable competitor to Gloo Gateway by Solo.io, but there are growing questions about the efficacy and stability of the Nginx open-source community behind the technology.\ \ \ \ Read Infographic](/content/resources/infographic/gloo-gateway-vs-kong/index.html)
\ \ Solo Enterprise for kgateway vs. Apigee \ \ Apigee suits Google Cloud, but its traditional approach clashes with modern practices. In contrast, Gloo Gateway by Solo.io aligns with cloud-native strategies.\ \ \ \ Read Infographic](/content/resources/infographic/gloo-gateway-vs-apigee/index.html)
\ \ 3 Reasons You Need an API Gateway for Microservices Apps \ \ Unlock the full potential of your microservices architecture with the strategic integration of API gateways. While microservices provide flexibility and scalability, they also introduce complexities that can impede seamless communication between services. Discover the crucial role of API gateways in overcoming these challenges and optimizing your microservices ecosystem.\ \ \ \ Read Infographic](/content/resources/infographic/3-reasons-you-need-an-api-gateway-for-microservices-apps/index.html)
\ \ Migrate to agentgateway with the ingress2gateway tool \ \ Learn to migrate your ingress-nginx Ingress configurations to agentgateway with the ingress2gateway tool. \ \ \ \ Read Lab](/content/resources/lab/migrate-to-agentgateway-with-the-ingress2gateway-tool/index.html)
\ \ Migrate to kgateway with the ingress2gateway tool \ \ Learn to migrate your ingress-nginx Ingress configurations to kgateway with the ingress2gateway tool.\ \ \ \ Read Lab](/content/resources/lab/migrate-to-kgateway-with-the-ingress2gateway-tool/index.html)
\ \ Introduction to agentregistry \ \ Free Lab: Learn how to curate, publish, and deploy MCP servers and AI skills using agentregistry for unified management of AI-native artifacts.\ \ \ \ Read Lab](/content/resources/lab/introduction-to-agentregistry/index.html)
\ \ Build AI agents with agent skills \ \ Free Lab: Learn to build a declarative AI agent in kagent with a Kubernetes deployment skill, enabling automated app deployments and MCP tool integration.\ \ \ \ Read Lab](/content/resources/lab/build-ai-agents-with-agent-skills/index.html)
\ \ Program agentgateway for LLM consumption \ \ Free Lab: Learn to proxy OpenAI requests through an agentgateway-backed AI gateway with kgateway, managing LLM traffic, credentials, and advanced features.\ \ \ \ Read Lab](/content/resources/lab/program-agentgateway-for-llm-consumption/index.html)
\ \ Local development with the kagent CLI \ \ Free Lab: Learn to build, run, and deploy AI agents with kagent, integrate MCP servers, and manage tools in Kubernetes for AI-native workloads.\ \ \ \ Read Lab](/content/resources/lab/local-development-with-the-kagent-cli/index.html)
\ \ Secure your MCP servers with OAuth \ \ Free Lab: Learn to build, proxy, and secure an MCP server with agentgateway and OAuth2, protecting AI-native workloads while enabling safe tool access in Kubernetes.\ \ \ \ Read Lab](/content/resources/lab/secure-your-mcp-servers-with-oauth/index.html)
\ \ Improve cloud native operations & troubleshooting with kagent \ \ Free Lab: Use AI agents with kgateway and kagent to automate Kubernetes tasks, provision gateways, route traffic, and manage workloads in a cloud-native environment.\ \ \ \ Read Lab](/content/resources/lab/improve-cloud-native-ops-troubleshooting/index.html)
\ \ Observe Agent & MCP server interactions \ \ Free Lab: Learn how to use Solo Enterprise for kagent to create, run, and monitor AI agents in Kubernetes with full observability and control.\ \ \ \ Read Lab](/content/resources/lab/observe-agent-mcp-server-interactions/index.html)
\ \ Multiplex MCP servers & control auth policy \ \ Solo Free Lab: Learn how to use kgateway and agentgateway to deploy, proxy, and secure MCP servers in Kubernetes with AI-native control and traffic routing.\ \ \ \ Read Lab](/content/resources/lab/multiplex-mcp-servers-control-auth-policy/index.html)
\ \ Build, run & deploy MCP servers to Kubernetes \ \ Solo Free Lab: Learn to use the new kmcp tool to easily deploy MCP servers to Kubernetes.\ \ \ \ Read Lab](/content/resources/lab/build-run-deploy-mcp-servers-to-kubernetes/index.html)
\ \ Kagent Lab: Discover kagent and kmcp \ \ Explore the kagent project to build custom agents and tools\ \ \ \ Read Lab](/content/resources/lab/kagent-lab-discover-kagent-kmcp/index.html)
\ \ Solo Enterprise for Istio Lab: OpenTelemetry collectors and relay \ \ Solo.io Free Lab: Learn about the relay of telemetry from a workload cluster to the management cluster in Gloo Mesh.\ \ \ \ Read Lab](/content/resources/lab/gloo-mesh-otel-collectors-relay/index.html)
\ \ Solo Enterprise for Istio Lab: Extended telemetry from ztunnel \ \ Solo.io Free Lab: Learn how to deploy Istio Ambient Mesh with Gloo Mesh to capture Layer 7 telemetry directly from zTunnel - no waypoints required.\ \ \ \ Read Lab](/content/resources/lab/gloo-mesh-extended-telemetry-ztunnel/index.html)
\ \ Solo Enterprise for Istio Lab: Configure enhanced waypoint proxies \ \ Solo.io Free Lab: Learn how to use Gloo Gateway for your waypoints in Gloo Mesh, instead of Istio's default waypoint proxy.\ \ \ \ Read Lab](/content/resources/lab/gloo-mesh-lab-enhanced-waypoint-proxies/index.html)
\ \ Solo Enterprise for Istio Lab: Multicluster peering \ \ Solo.io Free Lab: Learn how to enable multicluster peering in Gloo Mesh to run services across clusters as a single mesh, making workloads visible and accessible between clusters with global failover and redundancy.\ \ \ \ Read Lab](/content/resources/lab/gloo-mesh-lab-multicluster-peering/index.html)
\ \ Ambient Mesh Lab: EnvoyFilter Support \ \ Solo.io Free Lab: Learn how to preserve and migrate EnvoyFilter configurations when transitioning from sidecar to ambient mode in Istio using Solo.io’s extended build, with step-by-step guidance and validation.\ \ \ \ Read Lab](/content/resources/lab/ambient-mesh-lab-envoyfilter-support/index.html)
\ \ Ambient Mesh Lab: SPIRE integration with Gloo Mesh in Istio Ambient Mode \ \ Secure your Istio Ambient Mesh with SPIRE. This hands-on lab shows how to integrate SPIRE with Gloo Mesh to issue SPIFFE identities and certificates for ztunnel and mesh workloads.\ \ \ \ Read Lab](/content/resources/lab/gloo-mesh-lab-spire-integration-with-gloo-mesh-in-ambient-mode/index.html)
\ \ Ambient Mesh Lab: Introduction to ztunnel in Ambient Mesh \ \ Learn how Ambient Mesh uses ztunnel to secure traffic without sidecars. This free lab walks you through joining workloads, observing traffic, verifying mTLS, and applying Layer 4 policies.\ \ \ \ Read Lab](/content/resources/lab/gloo-mesh-lab-intro-ztunnel-ambient-mesh/index.html)
\ \ Solo Academy Course: Service Mesh Basics \ \ Solo Academy | Learn the fundamentals of service mesh in this free video-led course and get insights into using a service mesh to enhance your observability, security and reliability of your applications \ \ \ \ Read Lab](/content/resources/lab/solo-academy-course-service-mesh-basics/index.html)
\ \ Solo Academy Course: Istio Basics \ \ Solo Academy | Learn the basics of Istio with our free 101 course. Understand what Istio is, how it works, and its features for traffic management, security, and observability in microservices and Kubernetes.\ \ \ \ Read Lab](/content/resources/lab/solo-academy-course-istio-basics/index.html)
\ \ Solo Academy Course: Envoy Basics \ \ Solo Academy | Master Envoy Proxy basics with our free 101 level course. Learn about the architecture, advanced load balancing, observability, and role in microservices, Kubernetes, and service meshes\ \ \ \ Read Lab](/content/resources/lab/solo-academy-course-envoy-basics/index.html)
\ \ Solo Academy Course: API Gateway Basics \ \ Solo Academy | Learn API Gateway fundamentals in Kubernetes with this free beginner level video-led course. Discover how API Gateways control traffic, secure connectivity, and complement microservices architecture\ \ \ \ Read Lab](/content/resources/lab/solo-academy-course-api-gateway-basics/index.html)
\ \ Solo Academy Course: Get Started with Istio Service Mesh \ \ Solo Academy | A fundamental level workshop for developers and operators to learn Istio service mesh. Install Istio, secure services, control traffic, and earn a Solo.io certification through hands-on labs.\ \ \ \ Read Lab](/content/resources/lab/solo-academy-course-get-started-with-istio-service-mesh/index.html)
\ \ Solo Academy Course: Introduction to Envoy Proxy \ \ Solo Academy | Hands-on workshop introducing the core concepts of Envoy Proxy. Learn how Envoy works under the hood from its architecture, filter chains, and request flow and beyond the abstractions of service meshes and API gateways.\ \ \ \ Read Lab](/content/resources/lab/solo-academy-course-introduction-to-envoy-proxy/index.html)
\ \ Solo Academy Course: Deploying Istio for Production \ \ Solo Academy | Free hands-on workshop for operators looking to deploy Istio in production. Learn advanced routing, observability, security, mTLS, and multi-cluster setup and g free certification. \ \ \ \ Read Lab](/content/resources/lab/solo-academy-course-deploying-istio-for-production/index.html)
\ \ Kgateway Lab: Integrating kgateway with Istio at Ingress \ \ Explore how to integrate kgateway's ingress gateway with Istio Ambient Mesh in this free hands-on lab. Learn to deploy workloads, configure Gateway and Route resources, and enable automatic mutual TLS between the gateway and backend services.\ \ \ \ Read Lab](/content/resources/lab/kgateway-lab-integrating-kgateway-with-istio-at-ingress/index.html)
\ \ Kgateway Lab: Kgateway as a Waypoint \ \ Learn how to deploy and configure kgateway as a waypoint in Istio Ambient Mesh. This free hands-on lab walks you through managing east-west traffic, applying custom policies, and enhancing service communication with enterprise-grade control.\ \ \ \ Read Lab](/content/resources/lab/kgateway-lab-kgateway-as-a-waypoint/index.html)
\ \ Kgateway AI Lab: Deploying kgateway as an AI Gateway \ \ Learn how to enable the AI extension, configure gateway parameters, and deploy an AI Gateway using kgateway to route requests to large language models (LLMs) from within your Kubernetes cluster.\ \ \ \ Read Lab](/content/resources/lab/deploying-kgateway-as-an-ai-gateway/index.html)
\ \ Kagent Lab: How to build an AI agent \ \ Create Your First AI Agent with Kagent in Kubernetes\ \ \ \ Read Lab](/content/resources/lab/kagent-lab-how-to-build-an-ai-agent/index.html)
\ \ Kagent Lab: Integrate tools from MCP servers with kagent \ \ Kagent Lab: Integrate tools from MCP servers with kagent\ \ \ \ Read Lab](/content/resources/lab/kagent-lab-integrate-tools-from-mcp-servers-with-kagent/index.html)
\ \ agentgateway Hands-On Lab: Semantic Caching \ \ agentgateway Labs | Semantic Caching with Gloo AI Gateway \ \ \ \ Read Lab](/content/resources/lab/gloo-ai-gateway-hands-on-lab-semantic-caching/index.html)
\ \ Kgateway AI Lab: Credentials Management \ \ kgateway labs | Managing LLM Credentials with kgateway - AI Gateway\ \ \ \ Read Lab](/content/resources/lab/kgateway-ai-lab-credentials-management/index.html)
\ \ Kgateway AI Lab: Prompt Enrichment \ \ Kgateway labs | Managing Prompts for Enhanced LLM Performance\ \ \ \ Read Lab](/content/resources/lab/kgateway-ai-lab-prompt-enrichment/index.html)
\ \ Kgateway AI Lab: Prompt Guards \ \ kgateway labs | Content Safety with Prompt Guards \ \ \ \ Read Lab](/content/resources/lab/kgateway-ai-lab-prompt-guards/index.html)
\ \ Ambient Mesh Lab: Migrating from Sidecar to Sidecarless \ \ Ambient Mesh Lab | Migrate from Sidecar-based Service Mesh to Ambient Mesh \ \ \ \ Read Lab](/content/resources/lab/ambient-mesh-lab-migrating-from-sidecar-to-sidecarless/index.html)
\ \ Ambient Mesh Lab: Multi-cluster scalability with Istio Ambient Mesh \ \ Mastering Multi-Cluster Scalability with Ambient Mesh\ \ \ \ Read Lab](/content/resources/lab/ambient-mesh-lab-multi-cluster-scalability-with-istio-ambient-mesh/index.html)
\ \ Solo Lab: Gloo Cloud Preview \ \ Simplify Mesh Management with Gloo Cloud: Onboarding, Ingress, Egress, and Service Mesh\ \ \ \ Read Lab](/content/resources/lab/solo-lab-gloo-cloud-preview/index.html)
\ \ Ambient Mesh Lab: Waypoints for Traffic management, Security and Observability \ \ Solo Lab | Waypoints in Ambient Mesh: For L4 and L7 Security, Traffic and Observability Insights\ \ \ \ Read Lab](/content/resources/lab/ambient-mesh-lab-waypoints-for-traffic-management-security-and-observability/index.html)
\ \ Kgateway Lab: Gateway API inference extensions with kgateway \ \ Exploring the Gateway API Inference Extension with kgateway\ \ \ \ Read Lab](/content/resources/lab/kgateway-lab-gateway-api-inference-extensions-with-kgateway/index.html)
\ \ Kgateway Lab: Securing access to workloads with Gloo Gateway \ \ Securing Services with Gloo Gateway: TLS Termination and API Keys\ \ \ \ Read Lab](/content/resources/lab/gloo-gateway-lab-securing-access-to-workloads-with-gloo-gateway/index.html)
\ \ Kgateway Lab: Route Delegation in kgateway \ \ Route Delegation in kgateway\ \ \ \ Read Lab](/content/resources/lab/route-delegation-in-kgateway/index.html)
\ \ Kgateway Lab: Canary releases with Argo Rollouts & kgateway \ \ Canary releases with Argo Rollouts & kgateway\ \ \ \ Read Lab](/content/resources/lab/canary-releases-with-argo-rollouts-kgateway/index.html)
\ \ Kgateway Lab: Understanding kgateway and Gateway API policy attachments \ \ Understanding kgateway patterns of extensions \ \ \ \ Read Lab](/content/resources/lab/understanding-kgateway-patterns-of-extensions/index.html)
\ \ Kgateway Lab: Gateway API support for service mesh with kgateway \ \ GatewayAPI support for service mesh with kgateway\ \ \ \ Read Lab](/content/resources/lab/gatewayapi-support-for-service-mesh-with-kgateway/index.html)
\ \ Kgateway Lab: Exploring HTTPRoute resource configurations with kgateway \ \ Exploring HTTPRoute resource configurations with kgateway\ \ \ \ Read Lab](/content/resources/lab/exploring-httproute-resource-configurations-with-kgateway/index.html)
\ \ Kgateway Lab: Configuring gateways across multiple teams with kgateway\ \ Configuring gateways across multiple teams with kgateway\ \ \ \ Read Lab](/content/resources/lab/configuring-gateways-across-multiple-teams-with-kgateway/index.html)
\ \ Kgateway Lab: Configure HTTPS with the Gateway API and kgateway \ \ Configure HTTPS with the Gateway API and kgateway\ \ \ \ Read Lab](/content/resources/lab/configure-https-with-the-gateway-api-and-kgateway/index.html)
\ \ Kgateway Lab: Understanding the basics of Kubernetes Gateway API with kgateway \ \ Understanding the basics of Kubernetes Gateway API with kgateway\ \ \ \ Read Lab](/content/resources/lab/understanding-the-basics-of-kubernetes-gateway-api-with-kgateway/index.html)
\ \ Kgateway Lab: Installing kgateway, an open-source implementation of the Kubernetes Gateway API \ \ Installing kgateway, an open-source implementation of the Kubernetes Gateway API\ \ \ \ Read Lab](/content/resources/lab/install-kgateway-open-source-implementation-of-the-gateway-api/index.html)
\ \ Ambient Mesh Lab: Employing circuit breaking in Ambient Mesh \ \ Join our free, on-demand lab Employing Circuit Breaking to safeguard services with Istio Ambient mode. Learn to deploy waypoints, configure circuit breaking, and monitor using metrics, logs, and Prometheus.\ \ \ \ Read Lab](/content/resources/lab/employing-circuit-breaking-in-ambient-mesh/index.html)
\ \ Ambient Mesh Lab: Configuring Fault Injection in Ambient Mesh \ \ Join our free, on-demand lab Configuring Fault Injection to enhance resiliency with Istio Ambient mode. Learn to observe system latency, configure delays, timeouts, retries, and augment with outlier detection.\ \ \ \ Read Lab](/content/resources/lab/configuring-fault-injection-in-ambient-mesh/index.html)
\ \ Ambient Mesh Lab: Using Outlier Detection with Ambient Mesh \ \ Join our free, on-demand lab Using Outlier Detection to learn how to configure Istio Ambient mode to avoid unhealthy workloads. Discover steps to implement outlier detection, assess workload health, and monitor metrics effectively.\ \ \ \ Read Lab](/content/resources/lab/using-outlier-detection-with-ambient-mesh/index.html)
\ \ Ambient Mesh Lab: Implementing Timeouts with Ambient Mesh \ \ Join our free on-demand lab, Implementing Timeouts, and learn how to protect applications from slow upstream services with Istio. Discover how to prevent indefinite errors, configure and verify timeouts, and decouple resiliency concerns from your apps.\ \ \ \ Read Lab](/content/resources/lab/implementing-timeouts/index.html)
\ \ Kgateway Lab: Exposing, Securing, and Rate Limiting with kgateway \ \ Free K8s Gateway Lab: Deploy, Secure, and Rate Limiting with Solo's Open Source Gateway\ \ \ \ Read Lab](/content/resources/lab/exposing-securing-and-rate-limiting-with-k8s-gateway/index.html)
\ \ Ambient Mesh Lab: Traffic routing with waypoints in Ambient Mesh \ \ Learn how to route traffic using waypoint proxies in ambient mesh.\ \ \ \ Read Lab](/content/resources/lab/traffic-routing-with-waypoints/index.html)
\ \ Ambient Mesh Lab: Secure Your Cluster with Ambient Mesh and mTLS \ \ Learn how to secure services in your Kubernetes cluster using ambient mesh and mTLS.\ \ \ \ Read Lab](/content/resources/lab/secure-your-cluster-with-ambient-mesh-and-mtls/index.html)
\ \ Ambient Mesh Lab: Access control with authorization policies \ \ Learn how to enforce access control and write authorization policies for L4 and L7 traffic.\ \ \ \ Read Lab](/content/resources/lab/access-control-with-authorization-policies/index.html)
\ \ Ambient Mesh Lab: Getting Started with Ambient Mesh \ \ Learn the basics of ambient and how to set up your first environment.\ \ \ \ Read Lab](/content/resources/lab/getting-started-with-ambient-mesh/index.html)
\ \ Ambient Mesh Lab: Getting L4 and L7 observability \ \ Learn how to view metrics and traces from L4 and L7 traffic in ambient mesh.\ \ \ \ Read Lab](/content/resources/lab/getting-l4-and-l7-observability/index.html)
\ \ agentgateway Hands-On Lab: Prompt Management and Prompt Guards \ \ Sign up for the free, hands-on technical labs.\ \ \ \ Read Lab](/content/resources/lab/gloo-ai-gateway-hands-prompt-management-prompt-guards/index.html)
\ \ agentgateway Hands-On Lab: Rate Limiting and Model Failover \ \ Sign up for the free, hands-on technical labs.\ \ \ \ Read Lab](/content/resources/lab/gloo-ai-gateway-rate-limiting-model-failover/index.html)
\ \ agentgateway Hands-On Lab: RAG and Semantic Caching \ \ Sign up for the free, hands-on technical labs.\ \ \ \ Read Lab](/content/resources/lab/gloo-ai-gateway-rag-semantic-caching/index.html)
\ \ agentgateway Hands-On Lab: Credentials and Access Control \ \ Sign up for the free, hands-on technical labs.\ \ \ \ Read Lab](/content/resources/lab/gloo-ai-gateway-credentials-access-control/index.html)
\ \ AI Agents in Kubernetes \ \ \ \ Read Report](/content/resources/report/ai-agents-in-kubernetes/index.html)
\ \ Gartner® Report: How to Adapt Your API Strategy to Succeed in the AI Era \ \ As organizations unlock the potential of generative AI, one thing is clear: a modern, scalable API strategy is essential. In this complimentary Gartner® report learn how software engineering leaders can evolve their API programs to accelerate innovation, reduce risk, and control costs in the AI era.\ \ \ \ Read Report](/content/resources/report/gartner-report-how-to-adapt-your-api-strategy-to-succeed-in-the-ai-era/index.html)
\ \ AI Gateways in the Enterprise \ \ \ \ Read Report](/content/resources/report/ai-gateways-in-the-enterprise/index.html)
\ \ API Gateway Resource Kit \ \ A service mesh is a dedicated infrastructure layer that helps manage and secure communications between microservices within a distributed application.\ \ \ \ Read Blog](/content/resources/resource-kit/api-gateway/index.html)
\ \ Service Mesh Resource Kit \ \ A service mesh is a dedicated infrastructure layer that helps manage and secure communications between microservices within a distributed application.\ \ \ \ Read Blog](/content/resources/resource-kit/service-mesh/index.html)
\ \ AI Agents Are Not APIs. Existing Gateways Can't Tell the Difference. \ \ \ \ Read Whitepaper](/content/resources/white-paper/ai-agents-are-not-apis/index.html)
\ \ Building Responsive and Resilient Multi-Cluster Applications with Solo’s Ambient Mesh \ \ \ \ Read Whitepaper](/content/resources/white-paper/building-responsive-and-resilient-multi-cluster-applications-with-solos-ambient-mesh/index.html)
\ \ Busting 10 Myths About Istio Ambient and Sidecarless Service Mesh \ \ \ \ Read Whitepaper](/content/resources/white-paper/busting-10-myths-about-istio-ambient/index.html)
\ \ Guide to Migrating from Ingress to Gateway API \ \ Migrate your project from ingress-nginx and the Ingress API to the Kubernetes Gateway API with kgateway—an open-source Gateway project powered by Envoy.\ \ \ \ Read Whitepaper](/content/resources/white-paper/guide-to-migrating-from-ingress-to-gateway-api/index.html)
\ \ Migrating from Sidecars to Sidecarless Istio Ambient Mesh \ \ In our white paper Migrating from Sidecars to Sidecarless to Ambient Mesh, we share how sidecars and Ambient mode can work together, allowing for a gradual migration strategy.\ \ \ \ Read Whitepaper](/content/resources/white-paper/migrating-from-sidecars-to-sidecarless-istio-ambient-mesh/index.html)
\ \ Introduction and Best Practices to AI Gateways \ \ \ \ Read Whitepaper](/content/resources/white-paper/intro-best-practices-to-ai-gateways/index.html)
\ \ Choosing the Right AI Gateway For You \ \ Read our white paper and learn how to select the right AI Gateway to help you navigate the challenges of working with AI workloads. \ \ \ \ Read Whitepaper](/content/resources/white-paper/choosing-the-right-ai-gateway-for-you/index.html)
\ \ Solo.io’s Guide to Navigating GenAI Complexity \ \ \ \ Read Whitepaper](/content/resources/white-paper/guide-to-navigating-genai-complexity/index.html)
\ \ Unlocking Business Efficiency with Service Mesh Updates in AWS \ \ \ \ Read Whitepaper](/content/resources/white-paper/service-mesh-aws/index.html)
\ \ Evolve Your API Management \ \ \ \ Read Whitepaper](/content/resources/white-paper/evolve-your-api-management/index.html)
\ \ Transitioning From App Mesh to Istio for AWS EKS \ \ \ \ Read Whitepaper](/content/resources/white-paper/app-mesh-istio-aws-eks-transition/index.html)
\ \ How Service Mesh Supports a Zero Trust Architecture \ \ \ \ Read Whitepaper](/content/resources/white-paper/how-service-mesh-supports-a-zero-trust-architecture/index.html)
\ \ Achieve Compliance, Zero Trust with Istio Ambient Mode \ \ \ \ Read Whitepaper](/content/resources/white-paper/achieve-compliance-zero-trust-with-istio-ambient-mesh/index.html)
\ \ Get started \ \ See why Solo.io is the leading provider of API Gateway and service mesh solutions.\ \ \ \ Learn more](/content/get-started/index.html)
\ \ Istio support \ \ Is Istio not working properly for you? Are you having performance issues with your Istio instance? Is there an upgrade you need to manage on multiple clusters?\ \ \ \ Get support](/content/istio-support/index.html)
\ \ Pricing \ \ Reach out for tailored pricing options and step into a future of enhanced connectivity.\ \ \ \ Get Started](/content/pricing/index.html)
\ \ Book a Gloo AI Gateway demo \ \ Powered by Istio, Gloo Mesh empowers platform engineering teams to boost security, resiliency, and observability.\ \ \ \ Get started](/content/products/gloo-ai-gateway/demo/index.html)
\ \ Book a Gloo Gateway demo \ \ Gloo Gateway is a fast, Kubernetes- native API gateway packed with features IT operations teams need to deliver a full lifecycle security strategy for their cloud-native environments.\ \ \ \ Get started](/content/products/gloo-gateway/demo/index.html)
\ \ Gloo Mesh - Ambient Readiness Assessment \ \ A free program designed to assess your readiness for Istio Ambient adoption and prove the business benefits based on your own environment.\ \ \ \ Get started](/content/products/gloo-mesh/ambient-readiness-assessment/index.html)
\ \ Book a Gloo Mesh demo \ \ A free program designed to assess your readiness for Istio Ambient adoption and prove the business benefits based on your own environment.\ \ \ \ Get started](/content/products/gloo-mesh/demo/index.html)
\ \ Case Studies \ \ \ \ Learn more](/content/resources/case-study/index.html)
\ \ Ebooks \ \ \ \ Learn more](/content/resources/ebook/index.html)
\ \ Labs \ \ \ \ Learn more](/content/resources/lab/index.html)
\ \ Reports \ \ \ \ Read Reports](/content/resources/report/index.html)
\ \ Resource Kits \ \ \ \ See Resource Kits](/content/resources/resource-kit/index.html)
\ \ Webinars \ \ A free program designed to assess your readiness for Istio Ambient adoption and prove the business benefits based on your own environment.\ \ \ \ Watch Webinars](/content/resources/webinar/index.html)
\ \ Whitepapers \ \ A free program designed to assess your readiness for Istio Ambient adoption and prove the business benefits based on your own environment.\ \ \ \ Read Whitepapers](/content/resources/white-paper/index.html)
\ \ Gloo AI Gateway \ \ Secure, observe, and control your AI applications with Gloo AI Gateway, the leading cloud native gateway built on Envoy.\ \ \ \ Learn more](/content/dev/backup/gloo-ai-gateway/index.html)
\ \ Gloo Gateway \ \ The future of cloud APIs is omni.\ \ \ \ Learn more](/content/products/kgateway/index.html)
\ \ Gloo Mesh \ \ Connecting, securing, controlling, and observing microservice communication is tough. We make it accessible to all.\ \ \ \ Learn more](/content/products/istio/index.html)
\ \ Datasheets \ \ \ \ Read Datasheets](/content/resources/datasheet/index.html)
\ \ Infographics \ \ \ \ Read Infographics](/content/resources/infographic/index.html)
\ \ Videos \ \ \ \ Watch Videos](/content/resources/video/index.html)