Eloquent isn’t automatically slow, but it does reward thoughtful use. In this lesson, we’ll run into the…
Author: drweb
A year ago, if you mentioned MCP to a DevOps engineer, you’d probably get a blank stare. That’s changing and fast.Engineers used to spend their days debating Kubernetes, Terraform, CI/CD, and cloud. Now, new topics keep cropping up: AI agents, smarter integrations, autonomous workflows, and this thing called Model Context Protocol, or MCP.At first, MCP just sounds like another technical spec, nothing revolutionary. The industry’s seen plenty of those. They make a little noise, folks get excited, then everyone moves on.But MCP feels like it’s actually landing.Why? The game with AI isn’t just about making systems that generate convincing text…
If the service container feels overengineered, this lesson should help. We’ll start with simple automatic resolution, then…
Laravel can scale just fine when we stop making every request do all the work. We’ll move…
Most Python novices will have heard about modules like math, random, json, datetime, os, and probably a few more. And yet, there is much more within Python’s standard library that can help write code more cleanly and safely. The importance of the “standard library” is that these modules are part of Python itself. This means that the student does not have to install a new package or care about what happens to the package in the next term, not to mention dealing with an external license agreement. According to the official Python documentation, the standard library consists of the library…
DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience.Our goal in these challenging economic times is to make it just that much easier for DevOps professionals to advance their careers.Of course, the pool of available DevOps talent is still relatively constrained, so when one DevOps professional takes on a new role, it tends to create opportunities for others.The ten job postings shared this week are selected based on the company looking to hire, the vertical industry segment and naturally, the pay…
The SQL analytics endpoint is a separate layer that maintains its own catalog and cache over the Delta tables in OneLake. Keeping it in sync with the underlying data is a background process with real latency, so data can land in the lakehouse while the endpoint still returns stale (or missing) rows.Two details make it worse than a fixed delay. The endpoint is serverless, so after a period of inactivity it spins down and the background refresh stops — the classic symptom is the first query of the morning returning yesterday’s data. And the refresh can simply stall: no error,…
Let’s clean up a chunky controller and put responsibilities in better places. We’ll move validation into a…
Homebrew, the unofficial but default package manager for many Apple Mac users, now has safeguards to prevent supply-chain attacks. The approach mimics how GitHub just fortified npm against attacks by establishing a set of trusted repositories to download from. “The Homebrew team is aware of the supply-side security issues with other package managers. We’ve taken various steps to mitigate these risks for our users,” wrote current Homebrew Project Leader Mike McQuaid in the 6.0.0 introductory post. Check the GuestlistWhen Max Howell created Homebrew in 2009, he consistently named features with terms from beer brewing and consumption. Thus, when a user…
In this lesson, we’ll step back from Laravel-specific features and work with plain PHP tools like classes,…