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The latest News and Information on Monitoring for Websites, Applications, APIs, Infrastructure, and other technologies.

Dissecting Rails Migrations: Anatomy, Rollbacks, and Errors (Rails 8.1)

A Rails migration is a timestamped Ruby class inheriting from ActiveRecord::Migration whose change method alters the database schema. bin/rails db:migrate runs each pending migration once, records its version in the schema_migrations table, and dumps the result to db/schema.rb. Rollbacks invert change; irreversible steps need up and down. On PostgreSQL and SQLite, each migration runs inside a transaction.

Bits investigations are faster, more accurate, and cost less

When we launched Bits Investigation in December 2025, our goal was to give teams an always-on agent that could investigate every alert and reduce mean time to resolve (MTTR). Since then, we’ve focused on making Bits faster, more cost effective, and even more accurate. At launch, the average investigation cost $25 and took 11 minutes.

How to Prove Your ISP Is the Problem (With Data)

You call your ISP because calls keep dropping and the Internet crawls every afternoon. Support asks you to restart the modem. Then they test the line from their side, see nothing wrong, and tell you everything looks fine on their end. By the time a technician shows up, the problem is gone, and the ticket gets closed. The issue usually isn't that your ISP doesn't care. First-line support is trained to rule out the customer's network first, and most complaints arrive with nothing they can check.

What happened when we gave $10k worth of data to 5 observability platforms | Live Laugh Logs

We gave $10k worth of data to five different observability platforms. Which agent finds the true answer? In the first episode of our benchmarks series, Chris and Annie walk through how an agent performed on Coralogix, Datadog, New Relic, Dynatrace and Grafana Cloud across 10 injected incidents. They also explain why sampled data makes agents "hallucinate the gap". Subscribe to our channel for more benchmarks and insights into observability and AI.

Android profiling now uses Perfetto via ProfilingManager

Starting with Sentry Android SDK 8.51.0, profiling on Android 15+ devices is powered by Perfetto, through Android’s system ProfilingManager API. That means fewer legacy tracer crashes, lower CPU and memory overhead, and more representative profiles. You don’t need to change any configuration: if you already use continuous profiling, devices on Android 15 and newer pick up the new profiler as soon as you upgrade.

Full-Stack Observability with Grafana Cloud: From Business Impact to Root Cause

How do you trace a dropped conversion or a checkout failure to its technical root cause? See how full-stack observability in Grafana Cloud connects business impact to system performance across web and mobile clients, applications, infrastructure, and databases. In this session, Principal Software Engineer Jim Gehrett and Staff Product Manager Sarah Constant demonstrate how to start with a business problem and work backward through the technology stack to investigate its cause.

How Uber Optimizes Code at Scale with Grafana Cloud Continuous Profiling & Grafana Assistant

How does Uber use continuous profiling to improve performance and resource efficiency across several million CPU cores? In this Grafana Cloud case study, Senior Researcher Chris Zhang from Uber’s Frontier Tech Labs explains how the team uses Grafana Cloud Profiles and Grafana Assistant to identify expensive code and scale code optimization across its production systems.

Grafana Assistant Demo: AI-Powered Root Cause Analysis and Remediation

See how Grafana Assistant uses AI to investigate incidents, identify root causes, and help remediate application problems. In this demo, Engineering Manager Ksenia Yadav and Staff Product Manager Maurice Rochau show how AI-powered observability supports the move toward autonomous operations, from detecting problems to generating code fixes and validating their impact in production. Explore how Grafana Assistant uses context from your telemetry, infrastructure, incidents, business data, and code to.