Operations | Monitoring | ITSM | DevOps | Cloud

Shipping trustworthy code with Chunk CLI

AI coding agents are fast. They generate functions, refactor modules, and wire up boilerplate faster than any human. What they don’t do by default is enforce the conventions a specific team has agreed on: the lint rules, the review patterns that senior engineers flag on every PR. A generated diff looks clean until someone runs CI or reads it carefully.

From Health Scores to Autonomous Action: What Changes When Your CS Platform Stops Reporting and Starts Executing

Here is something worth sitting with before any AI conversation: a red health score has never renewed a contract. A CSM (Customer Success Manager) still had to open it, interpret it, write the email, log the call, and route the escalation. The dashboard told you something was wrong. Everything after that was still manual. That gap, between knowing and doing, is what agentic AI is closing. Not only by making dashboards smarter.

What Is Mean Time to Resolve (MTTR)? (And How to Improve It)

Every minute a network incident goes unresolved costs your company money. Lost productivity, missed SLAs, degraded user experience, and, in other cases, direct revenue loss. For IT teams and network admins, the pressure to resolve incidents fast isn't just operational, it's existential.

Database Performance Monitoring: Query-Level Visibility Across 14+ Databases

Netdata has always collected database metrics: connections, throughput, replication lag, buffer cache hit ratios, and so on. These tell you that something is wrong, but they don’t tell you why. When your PostgreSQL response time spikes, the metric alone doesn’t tell you which query is responsible. For that, you’ve traditionally needed to SSH into the box, connect to the database, and run diagnostic queries manually. Or set up a separate database monitoring tool entirely.

A Bettter Way to Run Network Operations: How Actionable Correlation Eliminates Alert Chaos

Anyone who has spent time in a NOC knows how quickly a routine issue can turn into a scramble. A user in a branch office reports that a critical application is unavailable. Slack starts lighting up, dashboards begin to fill with warnings, and before long several teams are trying to answer the same basic question at once: what exactly is broken, where is it broken, and who owns the next move?

13 Best Incident Management Software Compared in 2026

Every minute of downtime costs your organization money. Sometimes a lot of money. Gartner puts the average cost of IT downtime at roughly $5,600 per minute, and that number climbs fast when a major incident hits and your team is still scrambling to figure out who owns the problem. That’s where incident management software earns its keep. When something breaks at 2 a.m., you don’t want to be hunting through email threads figuring out who’s on call.

How the Internet Technology Has Improved Over the Years

The internet has gone from a slow, noisy dial-up connection to a fast, always-on utility that powers nearly every part of modern life. What once took minutes can now happen in seconds. What once felt like a luxury is now essential for work, entertainment, and communication. Understanding how internet technology has evolved helps explain why today's connections feel so different, and why newer options continue to raise expectations for speed and reliability.

The Hidden Cost of DIY DevOps: Why Growing Companies Bring in the Experts

Companies are scaling faster than ever, but infrastructure rarely keeps up with the product. When developers take on operational work on top of everything else, it feels like a smart way to cut costs. In practice, it's one of the most expensive mistakes a growing software team can make. This article breaks down what DIY DevOps actually costs and how a structured approach changes the equation.

Best Practices for Managing and Scaling Digital Advertising Campaigns

Digital advertising has become increasingly complex as platforms evolve and competition intensifies. Algorithms change frequently, audience behavior shifts quickly, and costs can rise without warning. In this environment, even well-funded campaigns can underperform if they are not managed with precision. Businesses often underestimate how quickly inefficiencies can accumulate, leading to wasted spend and inconsistent results. Effective campaign management is no longer optional; it is a critical function that directly impacts revenue and operational stability.

Your Facebook Account Has Been Hacked: How to Tell

Facebook is arguably the most popular and largest social media platform globally. Unfortunately, with that, it's also one of the most vulnerable platforms, thanks to the vast majority of individuals using it. Staying secure online requires vigilance across all platforms - whether using mainstream services or exploring specialized networks for reaching dark web forums, hidden wiki sites. Since they have a huge target population, Facebook is adored by scammers and hackers. One day, you might wake up and be surprised that you cannot log into your Facebook account.