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3691. Quiz: Managing and Measuring Python Code Quality (realpython.com)

In this quiz, you’ll test your understanding of the Managing and Measuring Python Code Quality course. By working through this quiz, you’ll revisit what separates high-quality code from code that merely works. You’ll cover how to make code functional, readable, efficient, and reusable, how to pick t...

3692. Automate Python emails with attachments that get delivered (postmarkapp.com)

Some of the most important emails require attachments, such as receipts, order confirmations, contracts, or digital assets. You need those emails to arrive automatically and reliably when customers and partners expect them.But attachments tend to increase bounce rates due to either security concerns...

3693. Opening Sublime Text from the command line (akrabat.com)

I nearly always open Sublime Text from the command line using subl and have specific requirements for when it should open a new window or re-use one. If I'm opening a directory, then I would like it to re-use the same window if I have previously opened that directory. However if I open a random file...

3695. Why intent prediction needs more than an LLM​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍‌‍‍​‌‌​‌‌​‌​​‌​​‍‍​‍​‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‍‌‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‍‌‍‌‌‍‌‍‌​‌‍‌‌​‌‌​​‌​‍‌‍‌‌‌​‌‍‌‌‌‍‍‌‌​‌‍​‌‌‌​‌‍‍‌‌‍‌‍‍​‍‌‍‍‌‌‍‌​​‌​‌‌​​​‌‍‌‍​‌​​‌‌​​​​‍‌‌‍​​‍‌​‌​‌‍‌‍​‌‌​‌‌​‍‌​‌​‌‍‌‍​​‌​​‌​‍‌​‍​‌‍​‌‌‍‌​‌‍​​‍‌​‌‌​‌‌​‌‌​‌‍‌‍‌‌​‍​​​‍​​‌‌‍‌‌‌‍​‌​‌​‌​‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‌‍​‍‌‍​‌‌​‌‍‌‌‌‌‌‌‌​‍‌‍​​‌‌‍‍​‌‌​‌‌​‌​​‌​​‍‌‌​​‌​​‌​‍‌‌​​‍‌​‌‍​‍‌‌​​‍‌​‌‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‌‍‍‌‌‍‌​​‌​‌‌​​​‌‍‌‍​‌​​‌‌​​​​‍‌‌‍​​‍‌​‌​‌‍‌‍​‌‌​‌‌​‍‌​‌​‌‍‌‍​​‌​​‌​‍‌​‍​‌‍​‌‌‍‌​‌‍​​‍‌​‌‌​‌‌​‌‌​‌‍‌‍‌‌​‍​​​‍​​‌‌‍‌‌‌‍​‌​‌​‌​‍‌‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‍‌‍‌​​‌‍‌‌‌​‍‌​‌​​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‌‍‌‍‌‌​‌‌​​‌‌‌‌‍​‍‌‍​‌‍‍‌‌​‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌‌ (stackoverflow.blog)

Ryan sits down with Frank Portman, CTO at Yobi, to talk about why next-token prediction, though great for language, isn’t the right inductive bias for forecasting human behavior. They discuss how Yobi builds a “foundation model of behavior” using transformers and graph neural networks instead of cha...

3696. The Hot Fix (thedailywtf.com)

Everybody has a nemesis. A dark mirror of yourself, a challenge that is everything you hate. If you've ever worked tech-support, you know what that is: printer issues. I'm Anonymous, and you last saw me in the case of The Ghost Cursor. This is my story. As the days marched on, the chill in the air t...

3697. 10 Factors for Checking Your API’s AI Readiness (nordicapis.com)

The consumption pattern for modern APIs is changing radically. What was once a largely human-to-machine pathway is now seeing a rapid climb in use by AI agents. This is somewhat problematic for many API providers, since APIs were designed for human developers who read documentation, understand conte...

3698. Python dictionaries: Avoiding KeyError with dict.get (lernerpython.com)

Retrieve a value from a Python dict with the key: Request a key that doesn’t exist: Avoid that with dict.get, what I call “forgiving []” The post Python dictionaries: Avoiding KeyError with dict.get appeared first on LernerPython.

3701. Clonio CLI: Clone Production Databases With Anonymized Data (laravel-news.com)

A PHP command-line tool that copies production databases into development, CI, and test environments while anonymizing PII and recording a signed audit trail. The post Clonio CLI: Clone Production Databases With Anonymized Data appeared first on Laravel News. Join the Laravel Newsletter to get Larav...

3702. Cost Attribution in Discord’s API (discord.com)

Discord's API spans 1700+ endpoints across hundreds of Kubernetes deployments. The challenge: tracking per-feature hosting costs without restructuring. Jim Benton helps explain how Discord tackled the situation.

3707. The Builder Revolution: Why We're Shifting to Builder Advocacy (developer.okta.com)

My team has officially changed its name, and it’s one I’ve been excited about for a while. My team is now Builder Advocacy, and our organization is now Builder Experience (BX). We were previously known as Developer Advocacy and Developer Success, respectively. On the surface, it might look like a si...

3712. Most MCP servers don't need to exist. Your case might be an exception. (evilmartians.com)

Authors: Evgeniy Valyaev, Frontend Engineer, and Travis Turner, Tech EditorTopics: AI, DX, LLMsAn MCP server is a product interface for the age of agents, not an AI feature itself. This post presents a framework for deciding between direct API calls, CLI, Skills, and MCP, detailing the architectural...

3719. Notes from June 2026 (evanhahn.com)

Chicago’s weather is pretty lousy most of the year, but when it’s nice, it’s very nice. June blessed the city with dozens of idyllic days. But don’t worry—I still spent most of the time inside on the computer. Things I did I launched my first big project at Ghost: automations! It’s still in beta, bu...

3720. Announcing Rust 1.96.1 (blog.rust-lang.org)

The Rust team has published a new point release of Rust, 1.96.1. Rust is a programming language that is empowering everyone to build reliable and efficient software. If you have a previous version of Rust installed via rustup, getting Rust 1.96.1 is as easy as: rustup update stable If you don't have...
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