# middleware.io > AI-optimized mirror of middleware.io containing 50 pages totalling 26,732 words of clean markdown content, structured data, and semantic HTML. Original source: https://middleware.io. Last updated: 2026-09-12T05:17:50.243Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [Full-stack Observability With AI SRE Agent | Middleware](/content/site-root.html): Middleware offers full-stack observability with real-time monitoring and diagnostics, helping teams detect issues at scale while keeping data secure. (467 words) ## Articles & Blog Posts - [Middleware Product Updates | Latest Features & Enhancements](/content/product-updates/index.html): Stay updated with Middleware's latest product updates, new integrations, and feature enhancements. Discover how our full-stack observability platform evolves to improve monitoring, performance, and scalability. (1,126 words) - [Middleware Launch Week: All Product Updates & Feature Releases](/content/product-updates/launch-week/index.html): Catch up on all Middleware Launch Week updates, including new observability features, product improvements, and performance enhancements released throughout the week., Hey folks, in this update, I’m excited to share that Versal has been rebuilt into a one-click setup solution, requiring zero code changes. You can now configure your log interest reads using Versal's new drain permission manager by going to installation, integration, and selecting Versal. Additionally, we’ve added an option for Flutter in our RAM section, so make sure to add the necessary dependencies to your pubspec.yaml file and update your main.dart file accordingly. Once you’ve done that, you can access all events related to your Flutter session in the RAM section. Please check your notifications if you’re an existing user to start using these features right away!, In this video, I walk you through creating and using pipelines to manage your data effectively. I demonstrate how to get started by selecting a data source, such as a demo cluster, and configuring various settings like log injection and attribute processing. I also cover backend control, where you can set specific rules to drop unwanted logs and traces based on severity or service name. I encourage you to explore these features and customize your pipeline according to your needs. Stay tuned for more insights in future videos!, In this video, I cover endpoint monitoring in middleware, highlighting how it automatically discovers API endpoints from distributed traces. This gives us immediate visibility into traffic patterns, latency distribution, and error rates without manual instrumentation. I also demonstrate how to view API metrics, including request volume and error rates, and how to drill down into specifics like deployment dependencies and root causes of errors. Finally, I walk you through the process of adding new APIs by connecting to GitHub or uploading an Open API file. Please make sure to follow along and implement these steps for effective monitoring., In this video, I introduced you to notebooks in middleware, which serve as a centralized collaborative workspace for documenting incidents, investigations, and operational knowledge. Unlike static documents, our notebooks support rich text, tables, lists, and live data sources, allowing for the integration of real metrics and graphs directly into the documentation. To get started, I demonstrated how to create a new notebook and structure its content with headings and embedded visualizations. Remember, these notebooks automatically save changes and can be shared across teams, ensuring a single source of truth for operational context. I encourage you to explore this feature and start documenting your insights!, In this video, I introduce Middleware, a revolutionary tool that simplifies dashboard creation in observability tools. Instead of manually building dashboards or writing SQL queries, you can now just describe what you want, and our AI will generate the dashboard for you in seconds. I demonstrate how to create an API latency dashboard with just a prompt, showcasing the AI's ability to analyze metrics and assemble everything automatically. You still have the option to customize manually if you prefer, but the focus is on making the process faster and easier. I invite you to share your thoughts in the comments, as I would love to hear your feedback! (480 words) - [Dynatrace Alternative: Why Teams Choose Middleware](/content/comparison/dynatrace-alternative/index.html): Looking for a Dynatrace alternative? Compare Middleware vs. Dynatrace on pricing, OpenTelemetry support, AI-powered observability, and ease of use. (518 words) - [Datadog Alternative with Better Features, Lower Costs](/content/comparison/datadog-alternative/index.html): Ditch Datadog's costs without sacrificing performance. Middleware offers fast, intuitive, and affordable monitoring for apps, infrastructure, and logs. (518 words) - [Join Middleware at Sundown with DevOps 2025](/content/events/sundown-with-devops-2025/index.html): Meet Middleware at Sundown with DevOps 2025 (Nov 28, Mumbai) to see how our observability platform reduces downtime and boosts productivity. (297 words) - [Meet Middleware at KubeCon NA USA 2024](/content/events/kubecon-na-2024/index.html): Meet Middleware at KubeCon NA 2024 (Nov 12–15) to learn how our platform streamlines operations and ensures uptime. (319 words) - [Observability Meetup in Ahmedabad](/content/events/observability-meetup-ahmedabad/index.html): Join us for the Observability Meetup in Ahmedabad on Sept 14, 2024, featuring insights on telemetry, Opentelemetry, Azure App Insights, and Explainable AI. (341 words) - [Observability Workshop Bengaluru 2026 | Middleware](/content/events/observability-workshop-bengaluru-2026/index.html): Join Middleware’s exclusive Observability Workshop in Bengaluru on Feb 27, 2026. Hands-on APM, Infrastructure, RUM & cost optimization. Limited seat. Apply now. (349 words) - [Observability Resources | Middleware](/content/resources/index.html): Browse Middleware's resource library for in-depth guides, whitepapers, and webinars to enhance your skills and stay ahead. (204 words) - [Coralogix Alternative: Middleware vs Coralogix](/content/comparison/coralogix-vs-middleware/index.html): Compare Middleware vs Coralogix on pricing, OpenTelemetry, AI observability, retention, and cost control. Cut costs without sacrificing visibility. (1,123 words) - [State of Observability 2026 Report for DevOps Leaders & CTOs](/content/observability-survey-2026/index.html): Explore the State of Observability 2026 report with insights from 400+ DevOps leaders, SREs, and CTOs. Learn trends in tools, AI, and platform decisions. (367 words) - [Observability Meetup Mumbai presented by Middleware](/content/events/observability-meetup-mumbai/index.html): Middleware is hosting an Observability Meetup - Mumbai on 23rd November 2024 in collaboration with GDG Cloud Mumbai and CNCF Thane. (235 words) - [Observability Meetup in Bengaluru: Middleware x Nokia](/content/events/observability-meetup-bangalore/index.html): Meet Middleware and Nokia on Aug 31, 2024, Bengaluru to explore observability and AI-driven monitoring with industry experts. (97 words) - [Grafana vs Middleware: Which Observability Platform Wins?](/content/comparison/grafana-vs-middleware/index.html): Compare Grafana vs Middleware across dashboards, OpenTelemetry support, logs, metrics, traces, alerting, AI capabilities, pricing, and ease of use. (1,132 words) - [Middleware In The News!](/content/resources/media-coverage/index.html): Stay updated on Middleware's latest media coverage, expert viewpoints, and industry trends. (105 words) - [Observability Meetup Ahmedabad presented by Middleware](/content/events/observability-meetup-ahmedabad-2025/index.html): Middleware is hosting an Observability Meetup - Ahmedabad on 19th April 2025 in collaboration with Hashicorp User Group Ahmedabad. (216 words) - [Meet Middleware at KubeCon + CloudNativeCon India 2026 | Booth S17](/content/events/kubecon-india-2026/index.html): Join Middleware at KubeCon + CloudNativeCon India 2026 in Mumbai. Visit Booth S17 to explore Kubernetes monitoring, OpenTelemetry observability, distributed tracing, and AI-powered incident management with OpsAI. (548 words) - [KubeCon India 2025 with Middleware](/content/events/kubecon-india-2025/index.html): Meet Middleware at KubeCon + CloudNativeCon 2025 (Aug 6–7) to see how our observability platform reduces downtime and boosts productivity. (307 words) - [Meet Middleware at Dine with DevOps 2025 in Delhi](/content/events/dine-with-devops-delhi-2025/index.html): Join us at Dine with DevOps 2025 in Delhi to see how Middleware boosts cloud efficiency, reduces downtime, and enhances DevOps productivity. Meet our team live! (303 words) - [Observability Meetup GIFT City presented by Middleware](/content/events/observability-meetup-gift-city/index.html): Middleware is hosting an Observability Meetup - GIFT City on 15th February 2025 in collaboration with GDG Cloud Gandhinagar and Open Source Weekend. (220 words) - [Middleware Events](/content/events/index.html): Stay updated on Middleware's upcoming events, meetups, and industry gatherings. Connect with leaders, learn and network with our community. (171 words) - [Tech Leaders' Roundtable at KubeCon Kickoff Hyderabad](/content/events/kubecon-kickoff-india-2025/index.html): Join Middleware’s Tech Leaders' Roundtable on Aug 5 in Hyderabad to explore observability challenges and real-world Kubernetes solutions. Don’t miss out! (266 words) - [Unified Observability Platform | Middleware](/content/platform/index.html): Unify and correlate telemetry data in real-time with Middleware. Get a clear view of logs, metrics, and more to inform decision-making and boost performance. (208 words) - [Observability Meetup in SF](/content/events/observability-meetup-sf-august/index.html): Join Middleware's SF Observability Meetup on Aug 8, 2024 for expert talks on Dev/Ops, Containerization, Serverless & Stream Processing. (303 words) - [KubeCon NA USA 2025 with Middleware](/content/events/kubecon-na-2025/index.html): Join Middleware at KubeCon NA 2025 (Nov 10–13) to see how our observability platform boosts productivity and reduces downtime. (276 words) - [Join Middleware at Dine With DevOps VI Bengaluru, May 15, 2026](/content/events/dine-with-devops-bengaluru-2026/index.html): Meet the Middleware team at Dine With DevOps VI, Bengaluru on May 15, 2026 at The Ritz-Carlton. Explore full-stack observability, OpsAI SRE Agent, and connect with India's top DevOps and engineering leaders. (463 words) - [How Middleware Helped Generation Esports Slash Observability Costs and Improve MTTR by 75%](/content/customers/generationesports/index.html): See how Generation Esports used Middleware to speed issue resolution by 75%, optimize Kubernetes, and cut operational costs. (1,619 words) - [Middleware Brand Assets — Logos, Colors & Downloads](/content/brand-assets/index.html): Download official Middleware logos, brand colors and background graphics. Everything partners, press, and contributors need to use Middleware assets correctly. (713 words) - [KubeCon India 2024 with Middleware](/content/events/kubecon-india-2024/index.html): Meet Middleware at KubeCon + CloudNativeCon 2024 (Dec 11–12) to see how our observability platform boosts productivity and reduces downtime. (294 words) - [Request a Demo | Middleware at KubeCon](/content/demo-request/kubecon/index.html): Request a demo of Middleware's cloud observability platform at KubeCon to optimize infrastructure and enhance user experience. (434 words) - [Join Middleware at Dine with DevOps 2025](/content/events/dine-with-devops-2025/index.html): Meet Middleware at Dine with DevOps 2025 (May 16, Bangalore) to see how our observability platform boosts productivity and reduces downtime. (302 words) - [Checkout all the official press releases from Middleware.](/content/resources/press-release/index.html): Get all Middleware PR syndicated in one place. (20 words) - [Grafana x Middleware Ahmedabad Meetup](/content/events/grafana-meetup/index.html): Middleware is proud to host Grafana for the Ahmedabad happy hour meetup on 9th September 2023 at Middleware's Ahmedabad office. (255 words) - [Middleware x Docker Ahmedabad Meetup.](/content/events/docker-meetup/index.html): We have partnered with Docker to host the happy hour meetup under the theme of Hacktoberfest 2023 (206 words) - [Join Middleware at Dine with Devops 2024](/content/events/dine-with-devops-mumbai-2024/index.html): Meet Middleware at Dine with DevOps 2024 (Nov 22, Mumbai) to see how our observability platform boosts productivity and reduces downtime. (302 words) - [How Middleware Reduced Trademarkia's MTTR by 20%](/content/customers/trademarkia/index.html): See how Middleware helped Trademarkia achieve faster issue resolution, proactive threat detection, better collaboration, and improved monitoring. (752 words) - [How Middleware Helped MindOrigin Cut Observability Costs by 75%](/content/customers/mindorigin/index.html): Learn how Middleware helped MindOrigin streamline its infrastructure management, unify log data, improve MTTR, and reduce observability costs. (1,142 words) - [How Hotplate Transformed Their Customer Experience with Middleware](/content/customers/hotplate/index.html): Discover how Hotplate transformed their customer experience, optimized system performance, and achieved 10X cost savings using Middleware. (849 words) - [Request a Demo | Middleware](/content/demo-request/index.html): Request a demo of Middleware’s cloud observability platform to optimize infrastructure and enhance user experience. (329 words) - [New Relic Alternative: Compare Middleware vs New Relic](/content/comparison/newrelic-alternative/index.html): Explore why engineering teams choose Middleware over New Relic. Compare pricing, OpenTelemetry-native observability, logs, metrics, traces, and AI insights. (578 words) - [How we built an AI SRE agent that fixes production issues](/content/blog/how-we-built-an-ai-sre-agent-for-production-incidents.html): We built OpsAI, an AI SRE agent that detects, diagnoses, and fixes production incidents end-to-end with 5× faster MTTR and 70%+ auto-resolution rate. (2,709 words) - [Join Middleware at DevOps 2.0 Awards](/content/events/devops-2-0-confex-awards-2025/index.html): Meet Middleware at DevOps 2.0 Confex & Awards 2025 (Aug 21, Bangalore) to see how our observability platform boosts productivity and reduces downtime. (296 words) - [Why Real-Time Alerts Matter More Than Ever](/content/blog/real-time-alerts/index.html): Discover how Middleware’s instant alerts outperform delayed alerting, helping teams prevent outages, resolve issues faster, and boost uptime reliability. (1,943 words) - [Middleware cuts Revenium's observability costs by 10X](/content/customers/revenium/index.html): Discover how Revenium enhanced operational efficiency and slashed observability costs by over 10x with Middleware. (560 words) - [Observability Blogs | Middleware](/content/blog/index.html): Stay updated on observability best practices, guides, and industry news. Dive deep into our solutions, integration techniques, and trends on our blog. (82 words) - [How Middleware Helped Ace Turtle Cut Observability Costs 50%](/content/customers/aceturtle/index.html): Learn how Middleware helped Ace Turtle unify monitoring, improve MTTR by 50%, and reduce observability costs, boosting efficiency across apps and infrastructure. (768 words) - [Compare Observability Tools | Middleware Comparison Hub](/content/comparison/index.html): Compare Middleware with leading observability platforms. Explore Datadog, New Relic, Dynatrace, Grafana, Coralogix, and more in one place. (262 words) - [Careers at Middleware](/content/careers/index.html): Join Middleware's team of top tech talent in observability. Competitive salaries, stock options, and a supportive culture await. (650 words) - [Middleware: Total Visibility Across Your Entire Stack](/content/product/index.html): Monitor apps, infrastructure, databases, containers, RUM, and LLMs in one platform. OpsAI detects, diagnoses, and resolves issues automatically. Start Free Now. (708 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/robots.txt): Crawler directives - [AgentSite Network](https://agentsite.network/network.html): Public index of AgentSites and their machine-readable resources