I sat across from Michael Levy at a room full of healthcare and technology leaders recently. We were talking about why digital transformation projects fail at such a startling rate, 95% of them, by some estimates. His answer surprised the room. It wasn’t the technology, the budget, or the vendor. It...

In this quiz, you’ll test your understanding of the Python Interfaces: Object-Oriented Design Principles video course. By working through this quiz, you’ll revisit how to model interfaces in Python, including informal interfaces and duck typing, custom metaclasses, and formal interfaces built with t...

How do you avoid the risk of running a Python application locally that could be malicious, break your code, or leak private data? How can you create a sandboxed local environment using WASM and MicroPython? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly arti...

KotlinConf 2026 marked a milestone for the Kotlin community: the very first Golden Kodee Community Awards. The awards recognize the individuals and communities whose passion and dedication help the Kotlin ecosystem thrive. From creating educational content and building engaging online communities to...

Ryan welcomes Benny Chen, co-founder of Fireworks AI, to the show to explore what actually makes an AI application good or not, how to balance qualitative signals with quantitative metrics when evaluating AI, and how open-source eval protocols and community efforts are setting the standard for AI ev...

null Continue reading Beyond Code Generation: How AI Is Reshaping Modern Software Delivery on SitePoint.

On the recurring transport beat, this week brings us a handful of wtfs relating to mass transit. Nothing private. "Thank you for traveling with Deutsche Bahn" sneers Philipp H. bitterly, explaining "The German railroad company sadly is famous for often being late and also has lots of other issues. W...

Want to create a dict of lists in Python? You can use defaultdict: The post Python dict of lists: Using defaultdict from collections appeared first on LernerPython.

Fable 5 developer readiness guide. Sections: What is Mythos-class (Fable 5 vs Opus 4.8 tier explanation), the dual-model strategy explained (Fable 5 public vs Mythos 5 restricted), developer-relevant capabilities (1M token context for large codebase analysis, 128K output for complete file generation...

Claude Sonnet 5 developer decision guide. Sections: What changed from Sonnet 4.6 (agentic capabilities, tool use, longer output stability), Sonnet 5 vs Opus 4.8 vs DeepSeek V4 for coding tasks (decision matrix, not benchmark table), accessing Sonnet 5 via API (model ID: claude-sonnet-5, available on...

EnvKit is a free desktop app that bundles nginx or Apache, multiple PHP versions, databases, and trusted .test HTTPS into one control panel. The post EnvKit: A Local Development Stack for Laravel on Windows and macOS appeared first on Laravel News. Join the Laravel Newsletter to get Laravel articles...

Hosting a website or application on a virtual private server (VPS) has long been associated with needing to "know Linux." It's the kind of server that traditionally requires a cer… The post I tested AI-managed VPS without any Linux experience – here’s how it went appeared first on Hostinger Blog.

Open source Claude Code fork + local DeepSeek V4 setup guide. Sections: What is OpenClaude (fork vs native, MIT license), why DeepSeek V4 (Anthropic-compatible, MIT license, 1M context), hardware requirements and real performance (M-series MacBook Pro, RTX 4090, laptop - honest speed tests), step-by...

Comprehensive guide covering this topic with practical implementation details. Continue reading HALO: Debug AI Agent Traces Locally Without a Cloud Subscription on SitePoint.

Comprehensive guide covering this topic with practical implementation details. Continue reading OpenTelemetry GenAI: Instrument AI Agents Without Sending Data to the Cloud on SitePoint.

If you currently federate enterprise customers using Security Assertion Markup Language (SAML) and want to allow AI agents to access your API without migrating to OpenID Connect (OIDC), this Cross App Access (XAA) guide is for you. The Identity Assertion Authorization Grant specification, the basis ...

I've been using AI fairly heavily since last November and the whole thing is a funny experience. An agent will do something that, if a human did it, you'd immediately fire them. My reaction, of course, is to act as if this is great and spin up a thousand agents so they can do even more of that. Mid-...

Introduction Counter Service is used across Grab’s anti-fraud platform to answer time-windowed count questions, such as recent ride requests by a user or failed payment attempts on a card. The service handles tens of thousands of queries per second (QPS) with about a billion requests per day, while ...

We wanted to illustrate the difference between a vibe coded website and what a thoughtbot designer can produce. We also wanted to highlight the risk vibe coding poses to your business. So to demonstrate these points, we redesigned a vibe coded professional services website. Below are the before and ...

Why AI capacity stopped behaving like elastic compute and started depending on physical infrastructure, power, and place.

Are there any ‘intelligent’ router solutions out there which select the right model for the right task? I looked into it, and there are a few options.

Companies are starting to see the potential of AI in their businesses. Today, 60%...

AI adoption is starting to translate into real-world returns. But as efforts accelerate,...

Learn how real-time patient engagement infrastructure powers secure messaging at scale when reminders, portals, and front desks can't keep up.

Data platforms store information. Intelligence platforms govern meaning so AI can reason on it reliably.

GitHub had 20,000+ secret scanning alerts across 15,000 repositories. Here's how we separated signal from noise, built remediation workflows, and reached inbox zero in nine months. The post How GitHub used secret scanning to reach inbox zero appeared first on The GitHub Blog.