Operations | Monitoring | ITSM | DevOps | Cloud

Does AI Help Write Better Software, or Just... More Code?

As software teams race to integrate AI into their development workflows, we need to ask ourselves: are AI-powered tools actually making software better? The latest research from DORA confirms what many engineers have long suspected, and what we at Honeycomb have said for a long time: AI tools don’t magically lead to better software. In fact, without careful implementation, AI can introduce a whole slew of challenges, including decreased productivity and unreliable code.

A Field Operations Guide for Telecom

Telecommunications (telecom) is the foundation of modern connectivity, enabling the transmission of voice, data, and multimedia across vast distances. Telecom companies build, operate, and maintain extensive infrastructure that supports everything from mobile networks and broadband internet to enterprise communication systems. This infrastructure includes fiber-optic cables, cell towers, satellite systems, and data centers that work together to deliver seamless connectivity.

Why you should never use page.waitForTimeout() in Playwright

Playwright isn’t a testing framework. Sure it’s got assertions, scripted behaviors, even controls over environments. But testing isn’t Playwright’s only purpose. Playwright is an automation tool. It can carry out any browser-based action consistently, and carry out instructions robustly. Locators for buttons and other elements aren’t visual or CSS class-based, but based on ARIA role, and even small styling changes won’t make the scripted action fail.

New Relic vs Zabbix - Which Monitoring Tool to Choose? [2025 Guide]

Monitoring and observability are critical for ensuring system performance, stability, and reliability. New Relic and Zabbix are two widely used monitoring solutions, each catering to different needs. While Zabbix focuses on comprehensive infrastructure monitoring, New Relic excels in application performance monitoring (APM) and full-stack observability.

New Integration: GitHub Issues

Healthchecks can now notify you about a failing check by opening a new issue in your chosen GitHub repository. Here is an example of how the GitHub issue might look: The technical side of creating a new issue is straightforward: GitHub has an API call for creating an issue. You make an HTTP POST request with an access token in a request header and the issue title, body, and labels in the request body. However, where do we get the access token from? The API call accepts three types of access tokens.

From detection to resolution: The DEM workflow

Like finicky eaters, customers look for a smooth, satisfying meal with each course fulfilling their needs. A slow server, a confused menu, or a process hiccup all take away from the entire experience. Companies require a strong tool, such as digital experience monitoring (DEM), to not only spot the problems but also to promptly fix them. Similar to the kitchen manager eagerly acquiring ingredients and presenting the food, the site owner makes sure everything goes well without a hitch.

Turns any command into a plugin: check_rungrep

Imagine you have one more special thing to monitor. While our Icinga 2 can observe infrastructure of almost any size, it still needs a plugin for each kind of check. Unfortunately not every command meets the monitoring plugin API: exit code 0-3 (ok, warning, critical, unknown), performance data, etc. E.g. often programs exit with 1 in case of a fatal error, which is considered just a warning by Icinga.

The Benefits of Cloud Based Restaurant Management Software

The operations of restaurants undergo transformation through cloud based restaurant management software which delivers time-efficient scalable economical solutions. Cloud-based solutions operate differently from traditional systems because they do not need hardware maintenance on-site or on-premises servers. Through this technology the business leadership of restaurants can view their data through any location to gain live operational information.