A static alert at 80% CPU or a two-second response time threshold is an absolute judgment applied to a system that operates in relative terms. However, traffic patterns shift by hour, day, and season. Deployments alter performance baselines. External dependencies introduce latency profiles that no team fully controls. A fixed number stops being a reliable signal the moment conditions drift from when they were configured, and in production, conditions drift continuously.The result is a detection gap that most IT teams know intimately. The alert fires, the incident channel opens, and somewhere upstream a user has already filed a support ticket.…
Author: drweb
The cost curve for generating code with AI has moved in one direction, and it has moved fast.What used to require a senior engineer’s full attention for an afternoon can now be scaffolded in minutes, and the price per token for the models doing it keeps falling. By the metric that dominated every early AI productivity argument, the cost of generation, the economics are undeniably favorable and getting more so.But production deployments have surfaced a different cost that the token price does not capture and that the demo environment was never designed to reveal. The cost of giving the model…
Agents have moved from demos to daily work faster than almost anyone planned for. In our State of Agentic AI report, 60% of organizations already run AI agents in production, and yet 40% name security and compliance as the number-one thing holding them back from scaling further. That gap, between what teams have already shipped and what they can safely operate, is the real story of AI agents right now. But what is an AI agent, and why does the term suddenly stretch from a coding assistant to an autonomous research system? The short version is that an agent doesn’t…
We are product focused at Redgate Software. Here is another of our values that focused on this:The text on the next page is: Shipping something amazing is better than creating something average and to budget and on time. We cannot market, sell, manage or account our way to success.We have tried to do that. I’ve used many of our products before coming to work for Redgate. My former partners at SQL Server Central used them extensively as well. Since I have been an employee, I’ve worked with a lot of customers who constantly find value in our products.I think we’ve…
ManageEngine OpManager Nexus enhanced its newly launched hybrid observability platform with a range of powerful AIOps capabilities. OpManager Nexus was launched in April 2026 with the merger of two of ManageEngine’s flagship observability solutions: OpManager Plus and Site24x7. The new platform is unique in the observability market with its dual deployment strategy: You can either install it on-premises, or access it via the cloud.AIOps (artificial intelligence in IT operations) has now become a non-negotiable in the observability platform market. This is not surprising given the effectiveness of AI in managing the vast and complex telemetry data that modern IT architectures…
Releases Welcome to the PhpStorm 2026.2 release overview. This version advances PhpStorm as a platform for your preferred coding agents, models, and AI subscriptions, improves PHP and Laravel support, and delivers productivity gains for working with Git repositories, databases, and the built-in terminal. Download PhpStorm 2026.2 AI in PhpStorm PhpStorm 2026.2 adds native support for more third-party AI providers and gives coding agents even greater access to the IDE’s deterministic features. Agents skills manager AI agents are only as useful as the context they have. When they don’t have knowledge of your frameworks, conventions, and tooling, you end up re-explaining…
Yazi is a terminal-based file manager written in Rust that lets you browse, preview, and manage files. It uses asynchronous I/O for better performance and works well with tools like ripgrep and fzf for a fast, keyboard-driven workflow. For example, imagine opening a folder with 20,000 log files. In Nautilus, you might wait several seconds while the folder loads. Ranger can also take time because it processes directory entries one by one. Yazi works differently. It loads files in parallel, displays the interface almost immediately, and continues indexing in the background. It can also show actual image previews instead of…
Community Events Insights On June 9, PHPverse 2026 brought together PHP developers from different backgrounds to watch talks by domain experts, exchange opinions, and even try to catch a running elePHPant. The five-hour live stream has been viewed 15,000 times in total and received 10,206 live chat comments, with over 2,600 people watching concurrently at peak hours. Our goal was to give a stage to voices from different parts of the PHP ecosystem. And despite the diversity of perspectives, the main challenges and action points across the talks were the same: living with AI agents, countering new security threats, encouraging…
Jul 16, 2026 From the Captain’s Chair: Mohammad-Ali A’râbi In this edition of From the Captain’s Chair, we’re interviewing Mohammad-Ali A’râbi, author, public speaker, and software engineer. Read now
Most teams have a plan for when a server falls over. Alarms fire, a runbook opens, everyone knows their role. Almost nobody has a plan for when the server is perfectly healthy and the data is simply wrong. And that is the situation that gets pointed at in a leadership meeting, live, while the room slowly turns to look at you. That moment is what data incident response is for, and most teams improvise it.I have been the person the room turned to look at. The instinct is to start changing things immediately, to be seen doing something. Resist it.…