# Documentation > How-to guides and concepts for running agentgateway as a standalone binary, Docker image, or Kubernetes deployment (without a controller). - [FAQs](https://agentgateway.dev/docs/standalone/latest/documentation/faqs.md): Check out frequently asked questions about agentgateway. What are MCP and A2A? With agentic … ## Get started - [LLM](https://agentgateway.dev/docs/standalone/latest/documentation/quickstart/llm.md): Configure the agentgateway binary to route chat completion requests to an LLM provider. Before you … - [MCP servers](https://agentgateway.dev/docs/standalone/latest/documentation/quickstart/mcp.md): Use the agentgateway binary to proxy requests to an open source MCP test server, server-everything. … - [Non-agentic HTTP traffic](https://agentgateway.dev/docs/standalone/latest/documentation/quickstart/non-agentic-http.md): Use the agentgateway binary to route HTTP traffic to a simple backend (httpbin) running locally. … ## About - [Introduction](https://agentgateway.dev/docs/standalone/latest/documentation/about/introduction.md): Agentgateway is an AI-first, open-source, cloud-native gateway control plane and proxy data plane, … - [Architecture](https://agentgateway.dev/docs/standalone/latest/documentation/about/architecture.md): The following figure shows how agentgateway provides AI connectivity for agents, tools, and LLMs in … ## Setup - [Database](https://agentgateway.dev/docs/standalone/latest/documentation/setup/database.md): About Agentgateway reads a configuration file at startup, and that file alone is enough for the … - [Configuration storage](https://agentgateway.dev/docs/standalone/latest/documentation/setup/storage.md): About Agentgateway always reads a configuration file at startup. To control how configuration … - [Update your configuration](https://agentgateway.dev/docs/standalone/latest/documentation/setup/update.md): The steps differ by installation method, because each method delivers the configuration file to the … ### Install - [Binary](https://agentgateway.dev/docs/standalone/latest/documentation/setup/install/binary.md): To run agentgateway as a standalone binary, follow the steps to download, install, and configure the … - [Docker](https://agentgateway.dev/docs/standalone/latest/documentation/setup/install/docker.md): To run agentgateway as a container, follow the steps to start the container, verify that it runs, … - [Helm](https://agentgateway.dev/docs/standalone/latest/documentation/setup/install/helm.md): Use the standalone Helm chart when you want the standalone agentgateway model, but you want … - [Kubernetes control plane](https://agentgateway.dev/docs/standalone/latest/documentation/setup/install/kubernetes.md): Agentgateway runs in one of two modes. Standalone mode, which the rest of this documentation section … ### UI - [Launch the UI](https://agentgateway.dev/docs/standalone/latest/documentation/setup/ui/launch-ui.md): About Agentgateway serves the UI on the port of any gateway that you list in the ui section of your … - [Serve the UI on a gateway](https://agentgateway.dev/docs/standalone/latest/documentation/setup/ui/gateway-ui.md): About A generated configuration attaches the UI to the same default gateway that serves your proxy … - [Secure the UI](https://agentgateway.dev/docs/standalone/latest/documentation/setup/ui/secure-ui.md): About To require users to authenticate, apply a browser OIDC policy to the gateway that serves the … - [Expose the UI](https://agentgateway.dev/docs/standalone/latest/documentation/setup/ui/expose-ui.md): About Now that the UI requires a login, serve it over HTTPS on a hostname of your own so that people … ## Configuration - [Overview](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/overview.md): Manage agentgateway through a configuration file. Supported file formats are JSON and YAML. If you … - [Static configuration](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/static-configuration.md): Most agentgateway configurations dynamically update as you make changes to the gateways, routes, … - [Migrate from LiteLLM](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/import.md): Migrate from LiteLLM to agentgateway by importing your existing LiteLLM proxy configuration file. … - [Gateways](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/gateways.md): Gateways are the entry point to agentgateway. Each gateway is a named port that agentgateway listens … - [Listeners](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/listeners.md): Listeners are the entrypoints for traffic into agentgateway. Agentgateway supports both HTTPHTTP … - [Routes](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/routes.md): RoutesRouteA rule that matches incoming requests and forwards them to backends. Routes can match on … - [Backends](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/backends.md): Agentgateway backendsBackendA destination service that receives traffic from agentgateway. Backends … - [Egress proxy](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/egress-proxy.md): Agentgateway can act as an HTTP CONNECT proxy for outbound traffic. Clients point their proxy … - [Callout proxy](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/callout-proxy.md): In networks where outbound traffic must leave through a corporate HTTP proxy, you can send the … ### Policies - [Attachment points](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/policies/attachment.md): You can attach policies at the gateway or listenerListenerAn entry point for incoming traffic into … - [Conditional policies](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/policies/conditional-policies.md): Conditional policies A policy normally applies the same configuration to every request on the route … ### Traffic management - [Request matching](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/traffic-management/matching.md): Based on the route schema (see the configuration reference for the full field reference and schema … - [Header manipulation](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/traffic-management/manipulation.md): Attaches to: Route Backend Note - [Redirects](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/traffic-management/redirects.md): Attaches to: Route Backend Note - [Transformations](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/traffic-management/transformations.md): Attaches to: Listener Route Note - [Rewrites](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/traffic-management/rewrites.md): Attaches to: Route Note Agentgateway supports more than one configuration style. Where a feature can … - [Direct Response](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/traffic-management/direct-response.md): Attaches to: Route Note Agentgateway supports more than one configuration style. Where a feature can … - [Route delegation](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/traffic-management/route-delegation.md): Delegate routing decisions from a parent route to a set of child routes defined in a route group. … - [External processing (ExtProc)](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/traffic-management/extproc.md): Attaches to: Listener Route External processingExtProc (External Processing)An advanced filter that … - [Body buffering](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/traffic-management/buffer.md): Attaches to: Route Use the policies.buffer policy to buffer request or response bodies in the proxy … - [AI (LLM) Policies](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/traffic-management/llm.md): Attaches to: Backend (AI Backends only) Agentgateway has a number of policies that can be used to … ### Resiliency - [Mirroring](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/resiliency/mirroring.md): Attaches to: Route Backend Note - [Rate limiting](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/resiliency/rate-limits.md): Attaches to: Route Note Agentgateway supports more than one configuration style. Where a feature can … - [Retries](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/resiliency/retries.md): Attaches to: Route Note Agentgateway supports more than one configuration style. Where a feature can … - [Timeouts](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/resiliency/timeouts.md): Attaches to: Route Backend Note - [Fault injection](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/resiliency/fault-injection.md): Attaches to: Route Note Agentgateway supports more than one configuration style. Where a feature can … ### Security - [Backend TLS](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/backend-tls.md): Attaches to: Backend Note Agentgateway supports more than one configuration style. Where a feature … - [CORS](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/cors.md): Attaches to: Route Note Agentgateway supports more than one configuration style. Where a feature can … - [CSRF](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/csrf.md): Attaches to: Route Note Agentgateway supports more than one configuration style. Where a feature can … - [HTTP authorization](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/http-authz.md): Attaches to: Route Note Agentgateway supports more than one configuration style. Where a feature can … - [Network authorization](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/network-authz.md): Attaches to: Frontend Network authorization enforces access control at the L4 (transport) level, … - [JWT authentication](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/jwt-authn.md): Attaches to: Listener Route Note - [Basic authentication](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/basic-authn.md): Attaches to: Listener Route Note - [API Key authentication](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/apikey-authn.md): Attaches to: Listener Route Note - [External authorization](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/external-authz.md): Attaches to: Listener Route Backend Note - [MCP authentication](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/mcp-authn.md): Attaches to: Route Note Agentgateway supports more than one configuration style. Where a feature can … - [MCP authorization](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/mcp-authz.md): Attaches to: Route Backend (MCP Backends only) Note - [OIDC browser authentication](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/oidc.md): Attaches to: Route Note Agentgateway supports more than one configuration style. Where a feature can … #### Backend authentication - [Static keys and passthrough](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/backend-authn/key.md): Attaches to: Backend About Use one of the following backend authentication methods to send a static … - [Signed JWT (jwtSign)](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/backend-authn/jwt-sign.md): Attaches to: Backend About Some upstreams do not accept a durable credential at all. The Snowflake … ##### Cloud provider credentials - [AWS backend authentication](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/backend-authn/providers/aws.md): Attaches to: Backend Configuration examples To sign requests to an AWS service, use aws. Unlike the … - [GCP backend authentication](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/backend-authn/providers/gcp.md): Attaches to: Backend Configuration examples To connect to a Google Cloud service, use gcp. … - [Azure](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/backend-authn/providers/azure.md): Attaches to: Backend About The azure backend authentication method gets a Microsoft Entra ID token … - [GitHub Copilot](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/backend-authn/providers/copilot.md): Attaches to: Backend About The copilot backend authentication method sends a GitHub Copilot token … ##### Token exchange - [Standard token exchange (RFC 8693)](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/backend-authn/token-exchange/standard.md): Attaches to: Backend Exchange the incoming token for a backend-scoped token with the RFC 8693 token … - [JWT bearer grant (RFC 7523)](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/backend-authn/token-exchange/jwt-bearer.md): Attaches to: Backend Exchange the incoming token for a backend-scoped token with the RFC 7523 JWT … - [Cross App Access (ID-JAG)](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/backend-authn/token-exchange/cross-app-access.md): Attaches to: Backend About The crossAppAccess backend authentication method implements the OAuth … ###### Identity providers - [Google Cloud](https://agentgateway.dev/docs/standalone/latest/documentation/configuration/security/backend-authn/token-exchange/idps/google.md): Attaches to: Backend Exchange the token that a client sends to the gateway for a Google Cloud access … ## LLM consumption - [About](https://agentgateway.dev/docs/standalone/latest/documentation/llm/about.md): Agentgateway provides seamless integration with various Large Language Model (LLM) providers. This … - [Providers](https://agentgateway.dev/docs/standalone/latest/documentation/llm/providers.md): Redirecting to /docs/standalone/latest/integrations/llm/providers/... - [Provider API keys](https://agentgateway.dev/docs/standalone/latest/documentation/llm/api-keys.md): Provider API keys authenticate agentgateway to LLM providers such as OpenAI or Anthropic. A leaked … - [Virtual models](https://agentgateway.dev/docs/standalone/latest/documentation/llm/virtual-models.md): Virtual models let you publish one client-facing model name and route requests across one or more … - [Transform requests](https://agentgateway.dev/docs/standalone/latest/documentation/llm/transformations.md): Use LLM request transformations to dynamically compute and set fields in LLM requests using Common … - [Observe traffic](https://agentgateway.dev/docs/standalone/latest/documentation/llm/observability.md): Get prompt logging, cost tracking, and a full audit trail: review LLM-specific metrics, logs, and … - [LLM playground](https://agentgateway.dev/docs/standalone/latest/documentation/llm/playground.md): Use the built-in LLM playground in the agentgateway UI to send a chat completion request through … - [Routing-based configuration for LLMs](https://agentgateway.dev/docs/standalone/latest/documentation/llm/configuration-modes.md): Agentgateway offers two ways to configure LLM providers, each optimized for different use cases. … ### API types - [Chat completions](https://agentgateway.dev/docs/standalone/latest/documentation/llm/api-types/completions.md): The OpenAI Chat Completions API (/v1/chat/completions) is the primary interface for text generation … - [Responses](https://agentgateway.dev/docs/standalone/latest/documentation/llm/api-types/responses.md): The OpenAI Responses API (/v1/responses) is OpenAI’s interface for stateful, multi-step model … - [Messages](https://agentgateway.dev/docs/standalone/latest/documentation/llm/api-types/messages.md): The Anthropic Messages API (/v1/messages) is the native interface for Anthropic Claude models. About … - [Gemini](https://agentgateway.dev/docs/standalone/latest/documentation/llm/api-types/gemini.md): The native Gemini API (models/{model}:generateContent) is the wire format that the Gemini and Vertex … - [Decisions](https://agentgateway.dev/docs/standalone/latest/documentation/llm/api-types/decisions.md): Route OpenAI Decisions and TypeSafe SystemOne API requests through agentgateway to get token usage … - [Embeddings](https://agentgateway.dev/docs/standalone/latest/documentation/llm/api-types/embeddings.md): The Embeddings API (/v1/embeddings) creates vector representations of text that you can use for … - [Audio](https://agentgateway.dev/docs/standalone/latest/documentation/llm/api-types/audio.md): The OpenAI-compatible audio APIs transcribe audio to text, translate audio to English text, and … - [OpenAI Realtime](https://agentgateway.dev/docs/standalone/latest/documentation/llm/api-types/realtime.md): Proxy OpenAI Realtime API traffic through agentgateway to get token usage tracking and observability … - [Rerank](https://agentgateway.dev/docs/standalone/latest/documentation/llm/api-types/rerank.md): The Rerank API (/v2/rerank) scores a list of documents against a query and returns the most relevant … - [Passthrough](https://agentgateway.dev/docs/standalone/latest/documentation/llm/api-types/passthrough.md): The passthrough route type forwards requests to the upstream LLM provider as-is, without translating … - [Models](https://agentgateway.dev/docs/standalone/latest/documentation/llm/api-types/models.md): The Models API (/v1/models) lists the models that clients can request through agentgateway. Clients … - [Token count](https://agentgateway.dev/docs/standalone/latest/documentation/llm/api-types/token-count.md): The Anthropic token-count API (/v1/messages/count_tokens) estimates the number of input tokens in an … ### Inference routing - [Benchmarking](https://agentgateway.dev/docs/standalone/latest/documentation/llm/inference/benchmarking.md): Compare the performance of agentgateway in standalone mode versus a plain Kubernetes Service for … ### Cost controls - [Virtual keys](https://agentgateway.dev/docs/standalone/latest/documentation/llm/cost-controls/virtual-keys.md): Keep provider API keys on the gateway and give each client a revocable virtual key. Add token … - [Invoice-grade attribution](https://agentgateway.dev/docs/standalone/latest/documentation/llm/cost-controls/attribution.md): Invoice-grade attribution means that the value that names a request reaches the cloud … - [Model costs](https://agentgateway.dev/docs/standalone/latest/documentation/llm/cost-controls/costs.md): Agentgateway can track LLM spend by mapping each request’s provider, model, and token counts … - [Cost dashboard](https://agentgateway.dev/docs/standalone/latest/documentation/llm/cost-controls/dashboard.md): The Model costs guide prices every request and exposes the result to logs, metrics, and CEL. The … #### Budget and spend limits - [Per-key dollar or token budgets](https://agentgateway.dev/docs/standalone/latest/documentation/llm/cost-controls/budget-limits/per-key.md): Cap what one API key spends on LLM traffic, in US dollars or in tokens. About per-key budgets A … - [Rate limit token budgets](https://agentgateway.dev/docs/standalone/latest/documentation/llm/cost-controls/budget-limits/rate-limit.md): Cap LLM token usage with a token bucket, per user or gateway-wide. About rate limit token budgets A … ### Guardrails - [About guardrails](https://agentgateway.dev/docs/standalone/latest/documentation/llm/prompt-guards/overview.md): Protect LLM requests and responses from sensitive data exposure and harmful content using layered … - [Regex filters](https://agentgateway.dev/docs/standalone/latest/documentation/llm/prompt-guards/regex.md): Use custom regex patterns and built-in PII detectors to filter LLM requests and responses. About … - [OpenAI moderation](https://agentgateway.dev/docs/standalone/latest/documentation/llm/prompt-guards/moderation.md): The OpenAI Moderation API detects potentially harmful content across categories including hate, … - [AWS Bedrock Guardrails](https://agentgateway.dev/docs/standalone/latest/documentation/llm/prompt-guards/bedrock-guardrails.md): AWS Bedrock Guardrails let you define content policies in the AWS console and apply them to LLM … - [Azure AI Content Safety](https://agentgateway.dev/docs/standalone/latest/documentation/llm/prompt-guards/azure-content-safety.md): Azure AI Content Safety detects harmful content in LLM traffic that passes through the agentgateway … - [Google Model Armor](https://agentgateway.dev/docs/standalone/latest/documentation/llm/prompt-guards/google-model-armor.md): Google Cloud Model Armor lets you create safety templates in the Google Cloud console and apply them … - [Custom webhooks](https://agentgateway.dev/docs/standalone/latest/documentation/llm/prompt-guards/webhooks.md): For advanced content safety requirements beyond regex and cloud provider services, you can integrate … - [Multi-layered guardrails](https://agentgateway.dev/docs/standalone/latest/documentation/llm/prompt-guards/multi-layer.md): You can configure multiple prompt guards that run in sequence, creating defense-in-depth protection. … ## MCP connectivity - [About](https://agentgateway.dev/docs/standalone/latest/documentation/mcp/about.md): Learn more about MCP and common challenges when adopting MCP in enterprise environments. About MCP … - [MCP configuration modes](https://agentgateway.dev/docs/standalone/latest/documentation/mcp/configuration-modes.md): Agentgateway offers two ways to configure Model Context Protocol (MCP) servers, and two ways to … - [Servers](https://agentgateway.dev/docs/standalone/latest/documentation/mcp/connect.md): Redirecting to /docs/standalone/latest/integrations/mcp/servers/... - [MCP Apps](https://agentgateway.dev/docs/standalone/latest/documentation/mcp/apps.md): MCP Apps (the io.modelcontextprotocol/ui extension) let MCP tools return interactive user-interface … - [MCP authentication](https://agentgateway.dev/docs/standalone/latest/documentation/mcp/mcp-authn.md): MCP authentication protects MCP servers with OAuth 2.0. Agentgateway acts as a resource server: it … - [MCP authorization](https://agentgateway.dev/docs/standalone/latest/documentation/mcp/mcp-authz.md): MCP authorization controls which tools, prompts, and resources a client can reach, by using CEL … - [MCP target policies](https://agentgateway.dev/docs/standalone/latest/documentation/mcp/mcp-target-policies.md): Apply policies at the MCP target level to control behavior for individual MCP servers within a … - [MCP observability](https://agentgateway.dev/docs/standalone/latest/documentation/mcp/mcp-observability.md): Review MCP-specific metrics, logs, and traces. Before you begin Complete an MCP guide, such as the … - [MCP spec compatibility](https://agentgateway.dev/docs/standalone/latest/documentation/mcp/spec-compatibility.md): Agentgateway supports MCP servers and clients across MCP specification versions and translates … ### MCP guardrails - [About MCP guardrails](https://agentgateway.dev/docs/standalone/latest/documentation/mcp/guardrails/about.md): Agentgateway provides three ways to filter Model Context Protocol (MCP) traffic through a virtual … - [Guardrail processors](https://agentgateway.dev/docs/standalone/latest/documentation/mcp/guardrails/processors.md): Use guardrail processors (mcpGuardrails) to inspect, rewrite, or reject Model Context Protocol (MCP) … - [Set up CEL guardrails](https://agentgateway.dev/docs/standalone/latest/documentation/mcp/guardrails/cel.md): Reject and mask Model Context Protocol (MCP) tool calls with Common Expression Language (CEL) … - [Set up remote guardrails](https://agentgateway.dev/docs/standalone/latest/documentation/mcp/guardrails/setup.md): Inspect, rewrite, or reject Model Context Protocol (MCP) calls with an external ExtMCP policy … ## Agent connectivity - [About](https://agentgateway.dev/docs/standalone/latest/documentation/agent/about.md): About A2A Agent-to-agent, or A2A, is an open protocol that enables communication and … - [Connect to an agent](https://agentgateway.dev/docs/standalone/latest/documentation/agent/a2a.md): Proxy requests to an agent that communicates via the agent-to-agent protocol (A2A). Important Want … - [Connect to AWS Bedrock AgentCore](https://agentgateway.dev/docs/standalone/latest/documentation/agent/agentcore.md): With agentgateway, you can route requests directly to an Amazon Bedrock AgentCore agent runtime with … ## Observability ### Metrics - [View and customize metrics](https://agentgateway.dev/docs/standalone/latest/documentation/observability/metrics/overview.md): Agentgateway exposes a Prometheus-compatible metrics endpoint on port 15020. Metrics are collected … - [Prometheus](https://agentgateway.dev/docs/standalone/latest/documentation/observability/metrics/prometheus.md): Prometheus is an open-source monitoring system that scrapes and stores time-series metrics. It is … - [Grafana](https://agentgateway.dev/docs/standalone/latest/documentation/observability/metrics/grafana.md): Grafana is an open-source visualization platform that turns time-series data into dashboards, … - [Metrics reference](https://agentgateway.dev/docs/standalone/latest/documentation/observability/metrics/reference.md): Note All counter and histogram metrics only appear in the output after the first request of that … ### Traces - [Set up and customize traces](https://agentgateway.dev/docs/standalone/latest/documentation/observability/traces/setup.md): Agentgateway natively exports distributed traces over OTLP (OpenTelemetry Protocol). Traces include … - [Span attribute reference](https://agentgateway.dev/docs/standalone/latest/documentation/observability/traces/attribute-reference.md): The following default attributes are included in each span. Protocol-specific attributes, such as … #### Sample tracing configs - [OpenTelemetry Collector (OTel)](https://agentgateway.dev/docs/standalone/latest/documentation/observability/traces/configs/otel.md): The OpenTelemetry Collector is a vendor-agnostic proxy that receives, processes, and exports … - [Jaeger](https://agentgateway.dev/docs/standalone/latest/documentation/observability/traces/configs/jaeger.md): Jaeger is an open-source distributed tracing platform that collects, stores, and visualizes traces. … - [Honeycomb](https://agentgateway.dev/docs/standalone/latest/documentation/observability/traces/configs/honeycomb.md): Honeycomb is an observability platform. You can send traces directly to Honeycomb by setting your … - [Grafana Cloud](https://agentgateway.dev/docs/standalone/latest/documentation/observability/traces/configs/grafana-cloud.md): Grafana Cloud is a managed observability platform. You can send traces directly to your Grafana … ### Access logs - [View and customize logs](https://agentgateway.dev/docs/standalone/latest/documentation/observability/access-logs/view.md): Agentgateway writes a structured access log line to stdout for every request it processes. Access … - [Export logs over OTLP](https://agentgateway.dev/docs/standalone/latest/documentation/observability/access-logs/export.md): Log export happens in addition to stdout output, so you can send logs to a collector without losing … - [Store logs in a database](https://agentgateway.dev/docs/standalone/latest/documentation/observability/access-logs/database.md): By default, access logs are written to stdout. To persist LLM request logs, configure agentgateway … ## Operations - [Install agctl](https://agentgateway.dev/docs/standalone/latest/documentation/operations/agctl.md): Warning This feature is experimental. Try it out, see how it helps, and provide us feedback in … - [Manage config resources](https://agentgateway.dev/docs/standalone/latest/documentation/operations/config-resources.md): Manage agentgateway resources such as API keys at runtime through the config resource API, without … - [Debug your setup](https://agentgateway.dev/docs/standalone/latest/documentation/operations/debug.md): Inspect and troubleshoot a standalone agentgateway instance through the admin endpoints and the … - [Trace requests with agctl](https://agentgateway.dev/docs/standalone/latest/documentation/operations/trace-requests.md): Warning This feature is experimental. Try it out, see how it helps, and provide us feedback in … - [Inspect agentgateway configuration](https://agentgateway.dev/docs/standalone/latest/documentation/operations/inspect-config.md): Warning This feature is experimental. Try it out, see how it helps, and provide us feedback in … - [Upgrade](https://agentgateway.dev/docs/standalone/latest/documentation/operations/upgrade.md): About An upgrade replaces the agentgateway binary or image. It does not change your configuration, … --- Generated on 2026-11-06 22:02:54 UTC