Operations | Monitoring | ITSM | DevOps | Cloud

A comprehensive guide to Fly.io logging

Deployment is not the end of shipping your application. From time to time, you will get errors that you will need to attend to. Without a good method of catching errors or logs in general, you could end up with uncaught issues that might cost you valuable customers in the process. In this article, you will learn how to catch logs for an application deployed on Fly.io. You will learn how Fly.io logging works, then learn ways to handle logs natively on the platform.

Introducing Coralogix Product Analytics

Coralogix Real User Monitoring has spent years collecting full-fidelity user sessions: every session and event processed in stream, without sampling and without prior indexing, at rest in cloud object storage you own. Today that data does a second job. Product Analytics brings heatmaps, funnels, and pathways to the RUM sessions you already send, with no second SDK to install. One dataset now answers what your users did and why it happened.

Shared context for AI coding agents beats better tooling

The instinct when adopting AI coding agents is to optimize the agent. Compare models, tune prompts, argue about which editor has the better completion, and treat the agent as the thing that determines how fast the team moves. Then the commits go up and the product does not. The team building Upsun Dispatch took a different route, and the result is worth copying. They did not find a better agent.

Optimizing Kubernetes pod deployments for reliability with topology spread constraints

If you’re like many Kubernetes users, you don’t pay much attention to where or how Kubernetes distributes your pods. As long as they’re running, it doesn’t matter where they get deployed, right? Surely Kubernetes will use some complex algorithm to figure out the most reliable way to distribute your pods across the cluster…right? Pod distribution plays a much bigger role in reliability than you might think.

How to Investigate a Production Incident Using an AI Agent (AppSignal MCP)

An incident has hit your product. I've been there: you're context-switching between hosting, CI/CD, codebase, AppSignal for monitoring, and whatever else your product depends on to minimize downtime and potential losses. You're trying to piece everything together, but it takes a lot of time, and that's something you don't have. AI agents connected to your tooling and your monitoring data via MCP free up that time for you.

Digital Finance Perks That Can Benefit New Investors

Investing used to come with a high price of entry, not just financially, but in terms of knowledge, access, and the right connections. The rise of fintech has changed that equation considerably, opening up tools and services that were once reserved for high-net-worth clients or institutional traders.

How Softalium Limited Structures Code Handoff Processes to Reduce Post-Launch Bugs

Softalium Limited consistently thinks of a code handoff like a surgical handover in a hospital. When a patient moves from the operating theater to the recovery ward, the receiving team needs a complete briefing - current status, what was done, what complications arose, what to watch for next. A handover that skips any of those elements does not produce a patient who is fine by default; it produces a patient whose risks are now invisible to the people responsible for managing them.

Toil at Home: What Operations Thinking Teaches Us About Daily Routines

Operations teams have a precise word for a specific kind of work: toil. It describes tasks that are manual, repetitive, automatable, tactical rather than strategic, and that scale linearly with growth. Toil produces no lasting value. Every hour spent on it has to be spent again tomorrow. The reason the concept is useful is not that toil is difficult. It is that toil is invisible in the metrics that matter to management, so it accumulates quietly until people burn out.

8 Skills Every IT Professional Should Learn Before Managing a WordPress Website

Website management involves far more than publishing pages or updating text. Security risks, plugin conflicts, slow performance, and poor user experience can affect business goals when technical skills fall short. A strong knowledge base helps IT professionals maintain stable, secure, and efficient websites while reducing avoidable issues.