Middleware Overview
Middleware is a comprehensive, full-stack cloud observability platform that leverages Artificial Intelligence to redefine how businesses monitor and manage their complex cloud-native environments. Founded in 2022 by data experts from leading tech companies like Netflix and Google, Middleware aims to streamline complexity by consolidating all telemetry data—including logs, metrics, traces, events, and Real User Monitoring (RUM)—into a single, unified timeline. This allows developer and DevOps teams to gain deep, real-time insights into their infrastructure and applications, moving from reactive problem-solving to proactive issue prevention.
The platform's core is OpsAI, an intelligent agent that automates the entire incident lifecycle. It doesn't just detect issues; it performs root cause analysis by correlating data from various sources and provides actionable solutions. In many cases, it can automatically fix the problem and even generate a pull request (PR) for review, drastically reducing Mean Time To Resolution (MTTR) and freeing up valuable engineering resources.
How to use Middleware
Getting started with Middleware is designed to be straightforward and fast, allowing teams to achieve full-stack observability in minutes.
1. Sign Up: Begin by choosing a plan that fits your needs. Middleware offers a generous 'Free Forever' plan, a flexible 'Pay As You Go' option, and a customizable 'Enterprise' plan.
2. Installation: Install the Middleware agent using a single command. The agent is based on the open-source OpenTelemetry (Otel) framework, ensuring broad compatibility and avoiding vendor lock-in.
3. Data Ingestion: Once installed, the agent automatically begins collecting telemetry data from your entire tech stack. Middleware supports over 200 integrations, including AWS, Kubernetes, Prometheus, and various databases, ensuring seamless data flow.
4. Unified Monitoring: Access the Middleware dashboard to view all your metrics, logs, traces, and RUM data in one consolidated, real-time view. Use pre-built or customizable dashboards to monitor key performance indicators.
5. Leverage OpsAI: Let the AI-powered OpsAI agent work for you. It will automatically detect anomalies and performance issues. When an issue is found, OpsAI analyzes the root cause and suggests a solution. For a small fee per resolution, it can provide a detailed fix or even generate a PR to implement the solution.
Core Features of Middleware
- OpsAI: An AI-powered agent for automatic issue detection, root cause analysis, and resolution. It can generate solutions and pull requests to fix problems automatically.
- Unified Observability: Consolidates metrics, logs, traces, and RUM data onto a single, unified timeline for a holistic view of your system's health.
- Full-Stack Monitoring: Provides comprehensive monitoring capabilities, including Infrastructure Monitoring, Application Performance Monitoring (APM), Real User Monitoring (RUM), Synthetic Browser Testing, and Database Monitoring.
- Easy Implementation: A simple, one-command installation using an Otel-based agent allows for monitoring your entire tech stack in minutes.
- Extensive Integrations: Supports over 200 integrations with popular cloud services, databases, and development tools.
- Cost-Effective: Engineered to be significantly more affordable than competitors, with customers reporting cost reductions of up to 75%.
- Enterprise-Grade Security: Offers on-premise deployment, bring-your-own-cloud (BYOC) flexibility, and adherence to standards like HIPAA, GDPR, and SOC 2 Type II. Data is encrypted in transit and at rest.
Use Cases for Middleware
Middleware is ideal for organizations looking to modernize their IT operations and improve efficiency.
For DevOps and SRE Teams: Automatically detect and resolve production issues before they impact users. Reduce MTTR by up to 90% and eliminate the need for late-night troubleshooting sessions. Monitor complex Kubernetes and microservices architectures with ease.
For Developers: Gain immediate context on performance bottlenecks in both frontend and backend code. Spend less time debugging and more time building new features, thanks to automated root cause analysis and solution generation.
For Businesses: Significantly lower observability costs compared to platforms like Datadog. Improve application uptime and customer satisfaction, leading to better business outcomes. Scale monitoring capabilities affordably as the business grows.
Advantages of Middleware
Middleware stands out by offering a powerful, AI-driven, and cost-effective solution.
Automated Resolution: Goes beyond simple alerting by automatically fixing up to 70% of detected issues, a unique capability that dramatically improves developer productivity.
Unified & Simple: Eliminates tool sprawl by bringing all observability data into one platform with an intuitive UI, simplifying complex data correlation.
Affordable & Scalable: Transparent and flexible pricing models, including a robust free tier, make powerful observability accessible to teams of all sizes without hidden fees or expensive add-ons.
Open-Source Based: Commitment to open-source standards like OpenTelemetry provides flexibility and prevents vendor lock-in.
Pricing and Plans
Middleware offers flexible pricing to adapt to business growth.
- Free Forever: $0/month. Includes 10 OpsAI error solutions, up to 100GB of data, 1,000 RUM sessions, 20,000 synthetic checks, unlimited users, and 14-day data retention.
- Pay As You Go: Starts at $0. Pay only for what you use beyond the free tier. Data is $0.3/GB, OpsAI solutions are $1/error solved, RUM is $1/1k sessions, and synthetic checks are $1/5k checks. Includes 30-day retention and SSO.
- Enterprise: Custom pricing for large-scale needs. Includes everything in Pay As You Go plus on-premise deployment, dedicated support, custom data retention, volume discounts, and bring-your-own-cloud (BYOC) options.
Traffic
Latest traffic
Status
Monthly traffic trend
- 2025-9: 87.0K
- 2026-1: 122.0K
- 2026-2: 82.5K
- 2026-3: 65.8K
- 2026-4: 53.6K
- 2026-5: 46.5K
Geography
Top 5 countries / regions
- 🇮🇳India38.7%
- 🇺🇸United States25.2%
- 🇳🇬Nigeria16.6%
- 🇷🇺Russia9.9%
- 🇩🇪Germany9.5%
Traffic sources
| Source type | Percentage |
|---|---|
Direct | 94.8% |
Email | 4.0% |
Referral | 1.2% |
Top keywords
| Keyword | Cost per click |
|---|---|
| distributed trace complete guide blog | $0.00 |
| how to prune volumes in docker | $0.00 |
| logging.formatter example json | $0.00 |
| middleware | $4.05 |
| prometheus labe lvalue matcing | $0.00 |
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