Tailscale wasn’t exploited. We still should have stopped the intrusion.

Eliminate Stored Credentials in Your CI/CD Pipelines TL;DR: Docker now supports OpenID Connect (OIDC) for GitHub Actions. Your workflows can authenticate with short-lived, per-run tokens instead of stored PATs or OATs. No secrets to rotate, no credentials to leak.  GitHub OIDC connections are availa...

How a branch-free loop and byte-space arithmetic let GitHub case-fold every byte of code search at >45 GiB/s on a single core. The post Don’t stop early: Case-folding source code at memory speed appeared first on The GitHub Blog.

Suppose a user searches for café and your corpus contains CAFÉ, or they type straße and you’ve stored STRASSE. To make these count as matches, you need a canonical form that erases case distinctions, so that two strings which differ only in case compare equal. That form is case folding, and it shows...

Just four months after reaching 200,000 customers, Hostinger Reach has welcomed another 100,000. Along the way, every new customer has helped shape features that make it easier fo… The post Hostinger Reach hits 300,000 customers – and expands what it can do appeared first on Hostinger Blog.

Meet the open-source polyglot testing agent that learns from a repository, writes unit tests, and checks that they build and pass. The post From generated code to trusted code with a unit-test agent appeared first on .NET Blog.

null Continue reading How to Build a Human Review Queue for AI-Generated Content on SitePoint.

null Continue reading AI-Assisted Technical Writing Needs Better Review, Not Better Guessing on SitePoint.

null Continue reading Building Trust Signals into AI Writing Features on SitePoint.

You might see a new option to sort comments on web, in addition to chronological sorting options: Best comments first. We want to make it easier to find interesting conversation, and demote spammy comments. Look for this option in the comments view on any post, only on web for now. We’re still testi...

Your semantic layer is a risk mitigation strategy. Not risk in the abstract, compliance-framework sense, but the practical, operational risk that quietly drains organizations every day..​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍�...

What failure of the context callback means. The post Making an agile version of a Windows Runtime delegate in C++/WinRT, part 10 appeared first on The Old New Thing.

Somewhere in your notes there’s an app idea waiting for a free weekend that never comes. Consider this its official deadline: RevenueCat Shipaton 2026, the world’s biggest mobile hackathon, runs August 1 to September 30. If you know Kotlin, that idea is closer to the App Store than you think. The Sh...

TL;DRWhy I think software development is starting to feel a little more like conducting an orchestra. There’s a shift happening in software development that I don’t think we’re talking about clearly enough. For the last couple of years we’ve framed AI as a productivity tool. How much faster can it w...

Every few months, a new AI model arrives claiming to be the smartest yet. Better benchmarks. Better reasoning. Better coding. Better everything. It's easy to assume that whatev… The post Is the newest AI model always the best one? We put four to the test appeared first on Hostinger Blog.

Last year we made every Cloudflare server a Media over QUIC (MoQ) relay. Now the new provisioning API lets you create your own isolated relay and control who can publish and who can only watch.

Agent loops are in fashion these days, so I thought I’d talk about one of my favorite ones. Strangely, designing a useful agent loop turns out to be eerily similar to designing feedback loops in “pre-AI” software engineering. Or any sort of engineering, come to think of it. But let’s not overthink t...

Test your understanding of 11 Beginner Tips for Learning Python Programming. You’ll revisit the habits that make new concepts stick, the people and communities that speed up your progress, and the projects that turn what you know into what you can build. [ Improve Your Python With 🐍 Python Tricks 💌 ...

Should you understand the entirety of your codebase? How familiar are you with Python's built-in functions? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly articles and projects. [ Improve Your Python With 🐍 Python Tricks 💌 – Get a short & sweet Python Trick ...

Learn how to add user authentication to an AI agent built with Microsoft Agent Framework and C#: the first step to secure it and the first part of a new article series.

Ryan welcomes WPEngine CTO Ramadass Prabakar to the show to chat about what happens—and what we should do—when agents start acting like humans online, how our internet is evolving to serve both human and agentic experiences from the same interface, and what we can do to differentiate and protect hum...

Our open-source benchmark for how well AI coding agents build with Supabase.

I've never been a huge fan of their furniture but I will happily demolish a plate of meatballs. Jan agrees "My loyalty to this Swedish megastore is immeasurable." "Choosing Concert Seats is Surprisingly Hard" for jeffphi who explains "While I have mixed feelings about indulging in nostalgia tours, I...

Writing a bunch to non-stdout in Python? You might want to use redirect_stdout from contextlib: The post redirect_stdout in Python: Sending print output to a file appeared first on LernerPython.

July! What a month! Things I did this July Gave a talk, for ClimateAction.tech’s “Responsible AI Series”, “What I know about local language models”. “Responsible AI” can feel like a bit of an oxymoron at times, but I hope I shared something useful. Participated in the Zelda Dungeon Marathon. My firs...