{"id":394,"date":"2024-11-18T23:38:06","date_gmt":"2024-11-18T22:38:06","guid":{"rendered":"https:\/\/www.systemdeveloper.nl\/tech\/?p=394"},"modified":"2024-11-18T23:38:07","modified_gmt":"2024-11-18T22:38:07","slug":"from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system","status":"publish","type":"post","link":"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/","title":{"rendered":"From Logs to Intelligence: A Day in the Life of Building a Smarter Monitoring System"},"content":{"rendered":"<p class=\"wp-block-paragraph wp-block-paragraph\" style=\"\">What started as a normal workday quickly turned into an epic adventure filled with logs, tables, APIs, and the occasional &#8220;database locked&#8221; error. Today, I teamed up with my trusted assistant (yes, that&#8217;s you, Binky!) to build a smarter, leaner monitoring infrastructure. Along the way, we faced mysterious InfluxDB issues, tangled SQL logic, and the occasional &#8220;what is happening?&#8221; moment. Here&rsquo;s the story of how, in a single day, we went from battling bugs to creating a predictive monitoring system that&rsquo;s truly smarter than your average server. <\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<h3 class=\"wp-block-heading\" id=\"morning-of-logins-and-locked-databases\"><strong>Morning: Of Logins and Locked Databases<\/strong><\/h3>\n\n\n<p class=\"wp-block-paragraph wp-block-paragraph\" style=\"\">We began with the basics: adding proper <strong>authentication<\/strong> to our management API. JWT tokens were issued, users could log in, and all seemed right with the world. Then, disaster struck: <em>&#8220;Why is my database locked?&#8221;<\/em><\/p>\n\n\n<ul class=\"wp-block-list wp-block-list\">\n<li>\n<strong>The villain:<\/strong> SQLite.<\/li>\n\n\n\n<li>\n<strong>The hero:<\/strong> Debugging and refactoring (and a lot of coffee).<\/li>\n\n\n\n<li>\n<strong>The lesson learned:<\/strong> Commit early, close connections faster, and always give SQLite the space it needs to breathe.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<h3 class=\"wp-block-heading\" id=\"afternoon-the-case-of-the-missing-influx-data\"><strong>Afternoon: The Case of the Missing Influx Data<\/strong><\/h3>\n\n\n<p class=\"wp-block-paragraph wp-block-paragraph\" style=\"\">SQLite tamed, we turned our attention to InfluxDB. Logs showed &ldquo;successfully written,&rdquo; but our buckets were emptier than a dev&rsquo;s inbox on a Friday. It was like writing to a black hole&mdash;no data, no errors. Just&hellip; silence.<\/p>\n\n\n<p class=\"wp-block-paragraph wp-block-paragraph\" style=\"\">We tweaked timestamps, synchronized writes, and even sacrificed a goat (metaphorically, of course). Finally, the fix revealed itself: switch to <strong>synchronous writes<\/strong>. Turns out InfluxDB doesn&rsquo;t always shout if it drops your data. Lesson learned: logs don&rsquo;t always tell the full story.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<h3 class=\"wp-block-heading\" id=\"late-afternoon-painting-the-frontend\"><strong>Late Afternoon: Painting the Frontend<\/strong><\/h3>\n\n\n<p class=\"wp-block-paragraph wp-block-paragraph\" style=\"\">With InfluxDB behaving, it was time to beautify the frontend. From colorful tables to sleek pagination and filters, our <strong>SQLite management app<\/strong> got a well-deserved makeover. The highlights?<\/p>\n\n\n<ul class=\"wp-block-list wp-block-list\">\n<li>\n<strong>Dropdowns for foreign keys<\/strong>: No more guessing IDs.<\/li>\n\n\n\n<li>\n<strong>Auto-generated UUIDs<\/strong>: Because who types in their API keys manually anymore?<\/li>\n\n\n\n<li>\n<strong>Authorization checks<\/strong>: Making sure buttons only appear when users actually have the permission to use them.<\/li>\n<\/ul>\n\n\n<p class=\"wp-block-paragraph wp-block-paragraph\" style=\"\">By the time we were done, we had a tool that felt as polished as any SaaS platform, minus the subscription fees.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<h3 class=\"wp-block-heading\" id=\"evening-the-data-deluge\"><strong>Evening: The Data Deluge<\/strong><\/h3>\n\n\n<p class=\"wp-block-paragraph wp-block-paragraph\" style=\"\">With the frontend polished, it was time to unleash the beast: <strong>data collection and analysis.<\/strong> Our monitoring system now tracks real-time metrics like CPU load, disk usage, and OS updates. Everything flows neatly into InfluxDB, ready for machine learning to work its magic.<\/p>\n\n\n<p class=\"wp-block-paragraph wp-block-paragraph\" style=\"\">We expanded our checks with metrics like:<\/p>\n\n\n<ul class=\"wp-block-list wp-block-list\">\n<li>\n<strong><code>uptime<\/code><\/strong> for system stability.<\/li>\n\n\n\n<li>\n<strong><code>swap_used_perc<\/code><\/strong> for memory management.<\/li>\n\n\n\n<li>\n<strong><code>process_count<\/code><\/strong> for resource-heavy applications.<\/li>\n<\/ul>\n\n\n<p class=\"wp-block-paragraph wp-block-paragraph\" style=\"\">Suddenly, we weren&rsquo;t just gathering data; we were arming our servers with the tools they need to predict failures and self-optimize.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<h3 class=\"wp-block-heading\" id=\"reflections-on-a-day-well-spent\"><strong>Reflections on a Day Well Spent<\/strong><\/h3>\n\n\n<p class=\"wp-block-paragraph wp-block-paragraph\" style=\"\">What did we accomplish today? Let&rsquo;s count:<\/p>\n\n\n<ol class=\"wp-block-list wp-block-list\">\n<li>A secure, authenticated API for managing servers, checks, and alarms.<\/li>\n\n\n\n<li>A sleek web-based interface for managing database records.<\/li>\n\n\n\n<li>A functional monitoring system that streams real-time metrics into InfluxDB.<\/li>\n\n\n\n<li>The foundation for predictive analytics using machine learning.<\/li>\n<\/ol>\n\n\n<p class=\"wp-block-paragraph wp-block-paragraph\" style=\"\">All in a single day&rsquo;s work. But perhaps the real lesson wasn&rsquo;t about coding, debugging, or even the thrill of watching a system come to life. It was this: sometimes, it&rsquo;s the journey&mdash;not the destination&mdash;that makes it all worthwhile.<\/p>\n\n\n<p class=\"wp-block-paragraph wp-block-paragraph\" style=\"\">Now, if you&rsquo;ll excuse me, I need to go configure a few more checks. Because what&rsquo;s a smarter system without smarter data?<\/p>\n","protected":false},"excerpt":{"rendered":"<p>What started as a normal workday quickly turned into an epic adventure filled with logs, tables, APIs, and the occasional &#8220;database locked&#8221; error. Today, I teamed up with my trusted assistant (yes, that&#8217;s you, Binky!) to build a smarter, leaner monitoring infrastructure. Along the way, we faced mysterious InfluxDB issues, tangled SQL logic, and the &hellip;<\/p>\n","protected":false},"author":1,"featured_media":395,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[43,36,16],"tags":[15,17,37],"class_list":["post-394","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chit-chat","category-future-ideas","category-tech-innovation","tag-api","tag-machine-learning","tag-monitoring"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>From Logs to Intelligence: A Day in the Life of Building a Smarter Monitoring System - SystemDeveloper.NL<\/title>\n<meta name=\"description\" content=\"Today, I teamed up with my trusted assistant (yes, that&#039;s you, Binky!) to build a smarter, leaner monitoring infrastructure\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"From Logs to Intelligence: A Day in the Life of Building a Smarter Monitoring System - SystemDeveloper.NL\" \/>\n<meta property=\"og:description\" content=\"Today, I teamed up with my trusted assistant (yes, that&#039;s you, Binky!) to build a smarter, leaner monitoring infrastructure\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/\" \/>\n<meta property=\"og:site_name\" content=\"SystemDeveloper.NL\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/quan.tora.16\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-18T22:38:06+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-18T22:38:07+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.systemdeveloper.nl\/tech\/wp-content\/uploads\/2024\/11\/2b8c4727-1f27-4cf6-afb9-f528da40898c-e1731969420502.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"768\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"John Timmer\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"John Timmer\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\\\/\"},\"author\":{\"name\":\"John Timmer\",\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/#\\\/schema\\\/person\\\/5760c2ed5300c56d8ef01dfb00a9763b\"},\"headline\":\"From Logs to Intelligence: A Day in the Life of Building a Smarter Monitoring System\",\"datePublished\":\"2024-11-18T22:38:06+00:00\",\"dateModified\":\"2024-11-18T22:38:07+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\\\/\"},\"wordCount\":561,\"publisher\":{\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/2b8c4727-1f27-4cf6-afb9-f528da40898c-e1731969420502.webp\",\"keywords\":[\"API\",\"Machine Learning\",\"Monitoring\"],\"articleSection\":[\"Chit Chat\",\"Future ideas\",\"Tech Innovation\"],\"inLanguage\":\"en\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\\\/\",\"url\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\\\/\",\"name\":\"From Logs to Intelligence: A Day in the Life of Building a Smarter Monitoring System - SystemDeveloper.NL\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/2b8c4727-1f27-4cf6-afb9-f528da40898c-e1731969420502.webp\",\"datePublished\":\"2024-11-18T22:38:06+00:00\",\"dateModified\":\"2024-11-18T22:38:07+00:00\",\"description\":\"Today, I teamed up with my trusted assistant (yes, that's you, Binky!) to build a smarter, leaner monitoring infrastructure\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\\\/#breadcrumb\"},\"inLanguage\":\"en\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en\",\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/2b8c4727-1f27-4cf6-afb9-f528da40898c-e1731969420502.webp\",\"contentUrl\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/2b8c4727-1f27-4cf6-afb9-f528da40898c-e1731969420502.webp\",\"width\":1024,\"height\":768,\"caption\":\"From Logs to Intelligence: A Day in the Life of Building a Smarter Monitoring System\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"From Logs to Intelligence: A Day in the Life of Building a Smarter Monitoring System\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/#website\",\"url\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/\",\"name\":\"www.systemdeveloper.nl\",\"description\":\"NextGen IT\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/#organization\",\"name\":\"www.systemdeveloper.nl\",\"url\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en\",\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/qt-logo.png\",\"contentUrl\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/qt-logo.png\",\"width\":1346,\"height\":1230,\"caption\":\"www.systemdeveloper.nl\"},\"image\":{\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/quan.tora.16\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/#\\\/schema\\\/person\\\/5760c2ed5300c56d8ef01dfb00a9763b\",\"name\":\"John Timmer\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en\",\"@id\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/cropped-D6E27035-6864-4270-8D72-0D8C0C59F370-96x96.jpeg\",\"url\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/cropped-D6E27035-6864-4270-8D72-0D8C0C59F370-96x96.jpeg\",\"contentUrl\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/cropped-D6E27035-6864-4270-8D72-0D8C0C59F370-96x96.jpeg\",\"caption\":\"John Timmer\"},\"sameAs\":[\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\"],\"url\":\"https:\\\/\\\/www.systemdeveloper.nl\\\/tech\\\/author\\\/admin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"From Logs to Intelligence: A Day in the Life of Building a Smarter Monitoring System - SystemDeveloper.NL","description":"Today, I teamed up with my trusted assistant (yes, that's you, Binky!) to build a smarter, leaner monitoring infrastructure","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/","og_locale":"en_US","og_type":"article","og_title":"From Logs to Intelligence: A Day in the Life of Building a Smarter Monitoring System - SystemDeveloper.NL","og_description":"Today, I teamed up with my trusted assistant (yes, that's you, Binky!) to build a smarter, leaner monitoring infrastructure","og_url":"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/","og_site_name":"SystemDeveloper.NL","article_publisher":"https:\/\/www.facebook.com\/quan.tora.16","article_published_time":"2024-11-18T22:38:06+00:00","article_modified_time":"2024-11-18T22:38:07+00:00","og_image":[{"width":1024,"height":768,"url":"https:\/\/www.systemdeveloper.nl\/tech\/wp-content\/uploads\/2024\/11\/2b8c4727-1f27-4cf6-afb9-f528da40898c-e1731969420502.webp","type":"image\/webp"}],"author":"John Timmer","twitter_card":"summary_large_image","twitter_misc":{"Written by":"John Timmer","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/#article","isPartOf":{"@id":"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/"},"author":{"name":"John Timmer","@id":"https:\/\/www.systemdeveloper.nl\/tech\/#\/schema\/person\/5760c2ed5300c56d8ef01dfb00a9763b"},"headline":"From Logs to Intelligence: A Day in the Life of Building a Smarter Monitoring System","datePublished":"2024-11-18T22:38:06+00:00","dateModified":"2024-11-18T22:38:07+00:00","mainEntityOfPage":{"@id":"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/"},"wordCount":561,"publisher":{"@id":"https:\/\/www.systemdeveloper.nl\/tech\/#organization"},"image":{"@id":"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/#primaryimage"},"thumbnailUrl":"https:\/\/www.systemdeveloper.nl\/tech\/wp-content\/uploads\/2024\/11\/2b8c4727-1f27-4cf6-afb9-f528da40898c-e1731969420502.webp","keywords":["API","Machine Learning","Monitoring"],"articleSection":["Chit Chat","Future ideas","Tech Innovation"],"inLanguage":"en"},{"@type":"WebPage","@id":"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/","url":"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/","name":"From Logs to Intelligence: A Day in the Life of Building a Smarter Monitoring System - SystemDeveloper.NL","isPartOf":{"@id":"https:\/\/www.systemdeveloper.nl\/tech\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/#primaryimage"},"image":{"@id":"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/#primaryimage"},"thumbnailUrl":"https:\/\/www.systemdeveloper.nl\/tech\/wp-content\/uploads\/2024\/11\/2b8c4727-1f27-4cf6-afb9-f528da40898c-e1731969420502.webp","datePublished":"2024-11-18T22:38:06+00:00","dateModified":"2024-11-18T22:38:07+00:00","description":"Today, I teamed up with my trusted assistant (yes, that's you, Binky!) to build a smarter, leaner monitoring infrastructure","breadcrumb":{"@id":"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/#breadcrumb"},"inLanguage":"en","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/"]}]},{"@type":"ImageObject","inLanguage":"en","@id":"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/#primaryimage","url":"https:\/\/www.systemdeveloper.nl\/tech\/wp-content\/uploads\/2024\/11\/2b8c4727-1f27-4cf6-afb9-f528da40898c-e1731969420502.webp","contentUrl":"https:\/\/www.systemdeveloper.nl\/tech\/wp-content\/uploads\/2024\/11\/2b8c4727-1f27-4cf6-afb9-f528da40898c-e1731969420502.webp","width":1024,"height":768,"caption":"From Logs to Intelligence: A Day in the Life of Building a Smarter Monitoring System"},{"@type":"BreadcrumbList","@id":"https:\/\/www.systemdeveloper.nl\/tech\/from-logs-to-intelligence-a-day-in-the-life-of-building-a-smarter-monitoring-system\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.systemdeveloper.nl\/tech\/"},{"@type":"ListItem","position":2,"name":"From Logs to Intelligence: A Day in the Life of Building a Smarter Monitoring System"}]},{"@type":"WebSite","@id":"https:\/\/www.systemdeveloper.nl\/tech\/#website","url":"https:\/\/www.systemdeveloper.nl\/tech\/","name":"www.systemdeveloper.nl","description":"NextGen IT","publisher":{"@id":"https:\/\/www.systemdeveloper.nl\/tech\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.systemdeveloper.nl\/tech\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en"},{"@type":"Organization","@id":"https:\/\/www.systemdeveloper.nl\/tech\/#organization","name":"www.systemdeveloper.nl","url":"https:\/\/www.systemdeveloper.nl\/tech\/","logo":{"@type":"ImageObject","inLanguage":"en","@id":"https:\/\/www.systemdeveloper.nl\/tech\/#\/schema\/logo\/image\/","url":"https:\/\/www.systemdeveloper.nl\/tech\/wp-content\/uploads\/2024\/11\/qt-logo.png","contentUrl":"https:\/\/www.systemdeveloper.nl\/tech\/wp-content\/uploads\/2024\/11\/qt-logo.png","width":1346,"height":1230,"caption":"www.systemdeveloper.nl"},"image":{"@id":"https:\/\/www.systemdeveloper.nl\/tech\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/quan.tora.16"]},{"@type":"Person","@id":"https:\/\/www.systemdeveloper.nl\/tech\/#\/schema\/person\/5760c2ed5300c56d8ef01dfb00a9763b","name":"John Timmer","image":{"@type":"ImageObject","inLanguage":"en","@id":"https:\/\/www.systemdeveloper.nl\/tech\/wp-content\/uploads\/2024\/11\/cropped-D6E27035-6864-4270-8D72-0D8C0C59F370-96x96.jpeg","url":"https:\/\/www.systemdeveloper.nl\/tech\/wp-content\/uploads\/2024\/11\/cropped-D6E27035-6864-4270-8D72-0D8C0C59F370-96x96.jpeg","contentUrl":"https:\/\/www.systemdeveloper.nl\/tech\/wp-content\/uploads\/2024\/11\/cropped-D6E27035-6864-4270-8D72-0D8C0C59F370-96x96.jpeg","caption":"John Timmer"},"sameAs":["https:\/\/www.systemdeveloper.nl\/tech"],"url":"https:\/\/www.systemdeveloper.nl\/tech\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/www.systemdeveloper.nl\/tech\/wp-json\/wp\/v2\/posts\/394","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.systemdeveloper.nl\/tech\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.systemdeveloper.nl\/tech\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.systemdeveloper.nl\/tech\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.systemdeveloper.nl\/tech\/wp-json\/wp\/v2\/comments?post=394"}],"version-history":[{"count":1,"href":"https:\/\/www.systemdeveloper.nl\/tech\/wp-json\/wp\/v2\/posts\/394\/revisions"}],"predecessor-version":[{"id":396,"href":"https:\/\/www.systemdeveloper.nl\/tech\/wp-json\/wp\/v2\/posts\/394\/revisions\/396"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.systemdeveloper.nl\/tech\/wp-json\/wp\/v2\/media\/395"}],"wp:attachment":[{"href":"https:\/\/www.systemdeveloper.nl\/tech\/wp-json\/wp\/v2\/media?parent=394"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.systemdeveloper.nl\/tech\/wp-json\/wp\/v2\/categories?post=394"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.systemdeveloper.nl\/tech\/wp-json\/wp\/v2\/tags?post=394"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}