--- title: Your Data is Made Powerful By Context (so stop... description: The three pillars model of observability (metrics, logs, traces stored in separate silos) destroys the relational context that makes telemetry data valuable.... canonical: https://daily.dev/posts/your-data-is-made-powerful-by-context-so-stop-destroying-it-already-xpost--qrntsqvt7 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Your Data is Made Powerful By Context (so stop destroying it already) (xpost) | daily.dev og:description: The three pillars model of observability (metrics, logs, traces stored in separate silos) destroys the relational context that makes telemetry data valuable.... og:url: https://daily.dev/posts/your-data-is-made-powerful-by-context-so-stop-destroying-it-already-xpost--qrntsqvt7 og:image: https://api.daily.dev/og/posts/qrnTSqVT7.png og:image:alt: Your Data is Made Powerful By Context (so stop destroying it already) (xpost) 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. # Your Data is Made Powerful By Context (so stop destroying it already) (xpost) **[Charity](https://daily.dev/sources/charity)** · 9 min read · 0 upvotes · 0 comments ## Summary The three pillars model of observability (metrics, logs, traces stored in separate silos) destroys the relational context that makes telemetry data valuable. Data power grows combinatorially with each additional attribute, but siloing signals severs those relationships irreparably. AI-SRE agents are already bypassing traditional observability data in favor of richer, pre-digested telemetry with connective tissue intact. As agentic development accelerates change rates dramatically, precise production validation becomes critical — and that requires wide, context-rich, high-cardinality data stored together, not fragmented across pillars. AI-driven joins across silos cannot restore what was destroyed at write time. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [From pillars to platform: How open observability data is changing the industry](https://daily.dev/posts/from-pillars-to-platform-how-open-observability-data-is-changing-the-industry-wou02ndbx) · The New Stack · 1 upvotes · 0 comments - [AI SRE Done Right: Why Your Data Foundation Matters](https://daily.dev/posts/ai-sre-done-right-why-your-data-foundation-matters-qos3sgqu9) · Snowflake · 0 upvotes · 0 comments - [The Observability Dataset: Architecture That Takes Agents From Junior to Senior](https://daily.dev/posts/the-observability-dataset-architecture-that-takes-agents-from-junior-to-senior-om4fpj8hr) · Coralogix · 0 upvotes · 0 comments --- Tags: [#devops](https://daily.dev/tags/devops), [#observability](https://daily.dev/tags/observability) [View this post on daily.dev](https://daily.dev/posts/your-data-is-made-powerful-by-context-so-stop-destroying-it-already-xpost--qrntsqvt7) ```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":"Your Data is Made Powerful By Context (so stop destroying it already) (xpost)","url":"https://daily.dev/posts/your-data-is-made-powerful-by-context-so-stop-destroying-it-already-xpost--qrntsqvt7","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/your-data-is-made-powerful-by-context-so-stop-destroying-it-already-xpost--qrntsqvt7"},"datePublished":"2026-03-09T22:37:06.337Z","dateModified":"2026-03-09T22:37:44.666Z","description":"The three pillars model of observability (metrics, logs, traces stored in separate silos) destroys the relational context that makes telemetry data valuable....","image":"https://i0.wp.com/charity.wtf/wp-content/uploads/2026/03/humpty-frankenstein.png?fit=800%2C1200&ssl=1","thumbnailUrl":"https://i0.wp.com/charity.wtf/wp-content/uploads/2026/03/humpty-frankenstein.png?fit=800%2C1200&ssl=1","isAccessibleForFree":true,"articleSection":"Charity","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":"Charity","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/90a3f220350747218909de7f1214abae","url":"https://daily.dev/sources/charity"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/your-data-is-made-powerful-by-context-so-stop-destroying-it-already-xpost--qrntsqvt7","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"devops,observability","timeRequired":"PT9M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Charity","item":"https://daily.dev/sources/charity"},{"@type":"ListItem","position":3,"name":"Your Data is Made Powerful By Context (so stop destroying it already) (xpost)"}]} ```