--- title: How to build a trust platform for your agent with... description: Grafana Labs shares a phased approach to building observability and trust infrastructure for AI agents, based on their experience scaling Grafana Assistant.... canonical: https://daily.dev/posts/how-to-build-a-trust-platform-for-your-agent-with-grafana-agent-observability-tjmis5xrw twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: How to build a trust platform for your agent with Grafana Agent Observability | daily.dev og:description: Grafana Labs shares a phased approach to building observability and trust infrastructure for AI agents, based on their experience scaling Grafana Assistant.... og:url: https://daily.dev/posts/how-to-build-a-trust-platform-for-your-agent-with-grafana-agent-observability-tjmis5xrw og:image: https://api.daily.dev/og/posts/TJmIS5Xrw.png og:image:alt: How to build a trust platform for your agent with Grafana Agent Observability og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # How to build a trust platform for your agent with Grafana Agent Observability **[Grafana Labs](https://daily.dev/sources/grafana)** · 10 min read · 1 upvotes · 0 comments ## Summary Grafana Labs shares a phased approach to building observability and trust infrastructure for AI agents, based on their experience scaling Grafana Assistant. The guide covers four phases: instrumenting live traffic for engineering metrics and conversation visibility, setting up LLM-judge and deterministic evaluators to monitor agent quality, building robust test suites from production failures, and running offline experiments with CI/CD integration. The Grafana Agent Observability SDK and Grafana Cloud platform are used throughout, enabling dashboards, alerting, experiment tracking, and agent versioning to support safe iteration on non-deterministic agentic workloads. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [AI-powered observability: Resolve incidents faster, reduce alert fatigue, and expand access](https://daily.dev/posts/ai-powered-observability-resolve-incidents-faster-reduce-alert-fatigue-and-expand-access-viobh7niw) · Grafana Labs · 2 upvotes · 0 comments - [Observe your AI agents: End‑to‑end tracing with OpenLIT and Grafana Cloud](https://daily.dev/posts/observe-your-ai-agents-end-to-end-tracing-with-openlit-and-grafana-cloud-a7fg5d3yz) · Grafana Labs · 1 upvotes · 0 comments --- Tags: [#llm](https://daily.dev/tags/llm), [#ai-agents](https://daily.dev/tags/ai-agents), [#observability](https://daily.dev/tags/observability), [#monitoring](https://daily.dev/tags/monitoring), [#grafana](https://daily.dev/tags/grafana) [View this post on daily.dev](https://daily.dev/posts/how-to-build-a-trust-platform-for-your-agent-with-grafana-agent-observability-tjmis5xrw) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"How to build a trust platform for your agent with Grafana Agent Observability","url":"https://daily.dev/posts/how-to-build-a-trust-platform-for-your-agent-with-grafana-agent-observability-tjmis5xrw","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/how-to-build-a-trust-platform-for-your-agent-with-grafana-agent-observability-tjmis5xrw"},"datePublished":"2026-07-30T20:37:45.712Z","dateModified":"2026-08-03T00:59:59.974Z","description":"Grafana Labs shares a phased approach to building observability and trust infrastructure for AI agents, based on their experience scaling Grafana Assistant....","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/cdcbd087cd183ca4bbbc2cbae885b869?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/cdcbd087cd183ca4bbbc2cbae885b869?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Grafana Labs","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Grafana Labs","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/769cb8df467e4c428abd75e0c2491d1d","url":"https://daily.dev/sources/grafana"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/how-to-build-a-trust-platform-for-your-agent-with-grafana-agent-observability-tjmis5xrw","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"llm,ai-agents,observability,monitoring,grafana","timeRequired":"PT10M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Grafana Labs","item":"https://daily.dev/sources/grafana"},{"@type":"ListItem","position":3,"name":"How to build a trust platform for your agent with Grafana Agent Observability"}]} ```