null Continue reading JSON-LD for Developers: Building Structured Data That Search and AI Systems Can Parse on SitePoint.

Coding agents are great for an afternoon and mediocre for a quarter. Here’s the small set of files and rules — with the actual configs — that keeps quality from decaying across months and thousands of edits, whether you run one agent or a fleet of them on the same repo.

At a Microsoft event in San Francisco on Wednesday, Jensen Huang and Satya Nadella outlined how NVIDIA and Microsoft are co-engineering hardware and software for AI agents to run on Windows PCs. NVIDIA was founded because of Windows, Huang said. Now AI agents are coming to Windows. “If you look at t...

Developers aren’t becoming more careless; they’re being outpaced. The tools that let developers create more software should also take on more of the work of protecting it. The post Secret protection must scale with software appeared first on The GitHub Blog.

Cloudflare Managed Defense uses a team of specialized AI agents built on Workers and global network telemetry to analyze security alerts. By separating deterministic evidence collection from model inference, the system delivers grounded recommendations to Managed Defense Analysts.

As your use of Grafana Cloud Synthetic Monitoring grows, so does the number of checks you need to manage across services, environments, and teams. Eventually, a single flat list of checks becomes difficult to navigate, and even simple questions get harder to answer: Which checks belong to the paymen...

They weren't defined, not even as undefined. The post How can undefined opcodes <CODE>ud0</CODE> and <CODE>ud1</CODE> have parameters? How undefined were they? appeared first on The Old New Thing.

Choosing the best IDE or code editor for Python means weighing your skill level, project type, and workflow in a landscape that has changed dramatically in recent years. AI-first editors have arrived, and well-established tools have added AI integrations. This guide cuts through the noise and maps e...

null Continue reading Build a Hardware Diagnostic Log with Vanilla JavaScript on SitePoint.

Five refresh policy shapes for solar and wind SCADA: frequent, daily, hierarchical, retention-aware, and manual. Pick the one that fits each job.

More and more founders and teams are reaching out to us with a request for proposal (RFP) in hand. Increasingly, there’s a pattern behind it: they built a proof of concept with AI, then asked AI to turn it into an RFP. The document is lengthy, structured, and confident. I understand the instinct. Th...

Lakebase Search is the search primitive of the Neon backend. One of the best things about it is that it ranks keyword results with BM25. That said, BM25 can only score the terms it's given.

In this quiz, you’ll test your understanding of The Best IDEs and Code Editors for Python (Guide). By working through this quiz, you’ll revisit what separates a code editor from an IDE, which editor features catch problems before you run your code, and how beginner-friendly tools, full-featured IDEs...

null Continue reading How to Turn Frontend Bug Reports into Reproducible Tests on SitePoint.

null Continue reading From Screen Recording to Accessible Video Documentation: A Developer’s Workflow on SitePoint.

At Spatie we build SaaS apps with Laravel on the backend and Inertia with React on the frontend. That split means two type systems have to agree about every payload that crosses between them. Laravel data going out, TypeScript picking it up. There There, the helpdesk we're building, is built exactly...

The Kotlin Toolchain is a unified entry point into Kotlin. It lets you build JVM, Android, iOS, multiplatform, and server-side applications with a simple declarative configuration. With the release of v0.13, we now recommend the Kotlin Toolchain for most new Kotlin Multiplatform (KMP) projects. Earl...

Most AI agents spend their day making tiny decisions: which tool to call next, whether a step worked, whether an email needs a reply. Each one goes to an LLM, takes a few seconds,… The post Jev AI in practice: 5x faster, but is it accurate enough? appeared first on Hostinger Blog.

Discover why Model Context Protocol (MCP) alone isn't enough for building production-ready real-time apps, and how combining MCP with engineering guidance (PubNub Skills) ensures robust architecture.

Secondhand shopping is rising worldwide as consumers seek value and stretch budgets.

A junior dev on the team had a simple question: in Java, how do I correctly read user input from the CLI and act on it? Now, we can wonder about a junior dev not having such basic knowledge, but maybe they're new to Java specifically. Who knows. But Robert's team has a senior on it who "likes to men...

Invoke “groupby” with two categorical columns in Python Pandas, and get a two-part multi-index: Turn into a data frame with unstack: The post Pandas groupby with two columns: Reshape results with unstack appeared first on LernerPython.

Laravel 13.35 adds Route::query(), an opt-in defaults() method for models, property arrays in fake assertions, percentage worker memory limits, and more. The post Route::query() and Model defaults() in Laravel 13.35 appeared first on Laravel News. Join the Laravel Newsletter to get Laravel articles ...

Say you're deploying an AI assistant that processes online order returns. For it to work, it would need access to your store's purchase policy, item…

How to practice good email list hygeine this holiday season to maintain strong deliverability and avoid throttling, blocklists, and the spam folder.