Author: Sanjay Suthar
-
AI SRE Agent for On-Call Engineers: How OpsAI Cuts MTTR From Hours to Minutes
On-call engineering is one of the hardest knowledge-transfer problems in software, and most AI SRE agent for on-call engineers conversations start in the wrong place. A junior engineer inherits a production system at 2 AM with a P1 alert firing. They have no context for why the service behaves the way it does. Traditional runbooks…
-
AWS Lambda observability with Middleware: a setup guide
Lambda makes shipping serverless applications fast, but troubleshooting slow executions, cold starts, or failed invocations often means switching between CloudWatch, X-Ray, and multiple monitoring tools. This guide walks you through setting up end-to-end AWS Lambda observability with Middleware from connecting your AWS account and enabling OpenTelemetry-based remote instrumentation to collecting correlated logs, metrics, and traces.…
-
OpsAI for Repeat Incidents: How Automated Incident Response Prevents the Same Outage Twice
Summary: Repeat incidents are not bad luck they are a failure of incident memory. Most production systems alert on symptoms, restart pods, and close tickets, but never retain the pattern so they can recognize the same failure next week. This post explains exactly how Middleware OpsAI delivers automated incident response across your full stack: using…
-
10 Best AI SRE Tools & Agents in 2026
AI SRE tools/agents are software systems that use large language models(LLMs) and observability data to detect anomalies, investigate root causes, and automate remediation during production incidents. SRE agents integrate with telemetry sources such as APM, logs, and infrastructure metrics to correlate signals across services. In practice, they automate work that SRE teams traditionally perform manually,…
-
What Are AI Agents? A Comprehensive Guide
AI agents detect, analyze, and fix issues on their own, helping DevOps teams save time, reduce errors, and focus on strategic work.
-
How Middleware Detects and Resolves DNS Issues
Detect, prevent, and fix DNS issues in real time with Middleware’s intelligent monitoring for faster, reliable, and always-available websites.
-
What is GCP Monitoring?
Discover how GCP Monitoring and Middleware’s observability platform provide real time insights, proactive scaling, and incident management for complex cloud-native systems.
-
What is Azure Monitoring?
Discover how Azure Monitoring and Middleware’s observability platform enable real time performance tracking, proactive scaling, and incident management for cloud native architectures.
-
AWS CloudWatch Metrics Explained: How to Monitor and Optimize Your Cloud Resources?
Learn how to use AWS CloudWatch to monitor key metrics, configure alarms, and optimize your infrastructure with real-time insights.
-
What is MySQL Performance Monitoring?
Understanding MySQL monitoring performance and why it’s crucial for optimizing queries, identifying bottlenecks, and ensuring your database meets SLAs.
-
What is MongoDB Monitoring?
Unlock the potential of MongoDB with effective monitoring. Learn key metrics, best practices, and top tools for seamless performance.
-
PostgreSQL Monitoring: Key Metrics, Best Practices & Top Tools
Knowing the right PostgreSQL metrics to observe is essential for the smooth operation of your database. This article covers key metrics, best practices and tools to achieve it:
