--- title: Learning Cloud-Native Engineering Beyond Tutorials... description: A frontend developer turned cloud-native engineer shares their experience in the LFX Mentorship Program, where they went from expecting to write documentation... canonical: https://daily.dev/posts/learning-cloud-native-engineering-beyond-tutorials-through-lfx-pvj5jvjqk twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Learning Cloud-Native Engineering Beyond Tutorials Through LFX | daily.dev og:description: A frontend developer turned cloud-native engineer shares their experience in the LFX Mentorship Program, where they went from expecting to write documentation... og:url: https://daily.dev/posts/learning-cloud-native-engineering-beyond-tutorials-through-lfx-pvj5jvjqk og:image: https://api.daily.dev/og/posts/pvj5jvjqk.png og:image:alt: Learning Cloud-Native Engineering Beyond Tutorials Through LFX 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. # Learning Cloud-Native Engineering Beyond Tutorials Through LFX **[CNCF](https://daily.dev/sources/cncf)** · 6 min read · 0 upvotes · 0 comments ## Summary A frontend developer turned cloud-native engineer shares their experience in the LFX Mentorship Program, where they went from expecting to write documentation to deploying OpenTelemetry Collectors across AWS EC2 instances, configuring Prometheus as a metrics backend, and debugging complex multi-VM observability pipelines. The mentee highlights how the program's autonomy-first model, real production-style environments, and guidance from experienced mentors accelerated their growth far beyond what tutorials could offer. Tangible outcomes included merged OpenTelemetry documentation PRs, a blueprint proposal for non-Kubernetes observability deployments, and a deeper understanding of how open source communities operate. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### What does the LFX Mentorship Program involve for cloud-native engineering mentees? LFX Mentorship places mentees in production-style environments rather than controlled labs. One mentee worked on deploying OpenTelemetry Collectors across multiple AWS EC2 instances, configuring Prometheus as a metrics backend, debugging silent pipeline failures, and contributing merged documentation to the OpenTelemetry project — all while receiving directional guidance rather than step-by-step solutions from mentors. _Engineers exploring cloud-native paths track programs like LFX and CNCF mentorships on daily.dev._ ### How do you deploy OpenTelemetry Collectors with Prometheus in a non-Kubernetes multi-VM setup on AWS? One working architecture runs Django applications on multiple EC2 instances, each with an OpenTelemetry Collector deployed alongside it. A dedicated EC2 instance runs Prometheus as the metrics backend, and all instances export metrics in Prometheus format to it. Common failure modes include EC2 networking constraints blocking communication, collectors running but silently dropping telemetry, and local setups working while AWS deployments fail. _Teams building observability outside Kubernetes find architecture patterns and tooling news on daily.dev._ ## Similar posts on daily.dev - [My LFX mentorship journey with kgateway](https://daily.dev/posts/my-lfx-mentorship-journey-with-kgateway-xemntofu9) · CNCF · 5 upvotes · 0 comments - [Adding distributed tracing to AI Gateway: My LFX mentorship journey](https://daily.dev/posts/adding-distributed-tracing-to-ai-gateway-my-lfx-mentorship-journey-vzyn0nv65) · CNCF · 0 upvotes · 0 comments - [An End-to-End Cloud Native Observability Framework](https://daily.dev/posts/an-end-to-end-cloud-native-observability-framework-4gzq4zqow) · The New Stack · 0 upvotes · 0 comments - [CNCF celebrates successful mentees from LFX Mentorship 2025 Term 3](https://daily.dev/posts/cncf-celebrates-successful-mentees-from-lfx-mentorship-2025-term-3-lvwzcqyoa) · CNCF · 1 upvotes · 0 comments --- Tags: [#observability](https://daily.dev/tags/observability), [#cloud-native](https://daily.dev/tags/cloud-native), [#opentelemetry](https://daily.dev/tags/opentelemetry), [#prometheus](https://daily.dev/tags/prometheus) [View this post on daily.dev](https://daily.dev/posts/learning-cloud-native-engineering-beyond-tutorials-through-lfx-pvj5jvjqk) ```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":"Learning Cloud-Native Engineering Beyond Tutorials Through LFX","url":"https://daily.dev/posts/learning-cloud-native-engineering-beyond-tutorials-through-lfx-pvj5jvjqk","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/learning-cloud-native-engineering-beyond-tutorials-through-lfx-pvj5jvjqk"},"datePublished":"2026-08-10T23:45:49.757Z","dateModified":"2026-09-14T07:53:48.134Z","description":"A frontend developer turned cloud-native engineer shares their experience in the LFX Mentorship Program, where they went from expecting to write documentation...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/55f8ac40c53f9ad26e5d10f48f863996?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/55f8ac40c53f9ad26e5d10f48f863996?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"CNCF","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":"CNCF","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/55536a03390741eebd96d2f9b74d2d8d","url":"https://daily.dev/sources/cncf"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/learning-cloud-native-engineering-beyond-tutorials-through-lfx-pvj5jvjqk","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"observability,cloud-native,opentelemetry,prometheus","timeRequired":"PT6M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"CNCF","item":"https://daily.dev/sources/cncf"},{"@type":"ListItem","position":3,"name":"Learning Cloud-Native Engineering Beyond Tutorials Through LFX"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/learning-cloud-native-engineering-beyond-tutorials-through-lfx-pvj5jvjqk#faq","mainEntity":[{"@type":"Question","name":"What does the LFX Mentorship Program involve for cloud-native engineering mentees?","acceptedAnswer":{"@type":"Answer","text":"LFX Mentorship places mentees in production-style environments rather than controlled labs. 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