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1025. Managing Imports With Python's __all__ (realpython.com)

Python has something called wildcard imports, which look like from module import *. This type of import allows you to quickly get all the objects from a module into your namespace. However, using this import on a package can be confusing because itโ€™s not clear what you want to import: subpackages, m...

1026. C'est quoi le Q-day? (blog.octo.com)

L'objectif de cet article est de vulgariser les connaissances autour du Q-day, car derriรจre ce titre se cachent des concepts de mรฉcanique quantique et de cybersรฉcuritรฉ avancรฉs. Avanรงons ensemble dans ce parcours afin quโ€™au terme de la lecture, vous disposiez des รฉlรฉments nรฉcessaires pour prendre de ...

1027. The Orchestrator's Tax (martinfowler.com)

Subagents get justified by time saved and parallel execution, but Rahul Garg explains that's not what matters most. Every token in the orchestrator's context is competing for its attention, and the real value of a subagent is what it keeps out of that context. Subagents should be treated as a tool f...

1030. Why Iโ€™m Writing Rachelโ€™s Ramblings (martinfowler.com)

TL;DRI have ideas. I havenโ€™t been writing them. Thatโ€™s about to change. I promiseโ€ฆ myself. Iโ€™ve been thinking a lot about talent. Actually, Iโ€™ve been thinking a lot about thinking. And writing. Or more specifically, not writing. This really hit me earlier this year at the Future of Software conferen...

1031. Fix Common Google Sheets Mistakes (and a Few Easy Wins) (spin.atomicobject.com)

Google Sheets is one of those tools that feels forgiving, and it becomes miserably unhelpful when it breaks. You type something in, drag a formula down, and everything looks fine โ€” until a formula starts pointing at the wrong cells, or a perfectly good ID number turns itself into a date. After years...

1032. Quiz: Managing Imports With Python's __all__ (realpython.com)

In this quiz, youโ€™ll test your understanding of Managing Imports With Pythonโ€™s __all__. By working through this quiz, youโ€™ll revisit how wildcard imports work, what role the __all__ variable plays in modules and packages, and how to define a clean public API for your Python code. [ Improve Your Pyth...

1034. The real AI risk is inside the labs ()

Amodei in his latest blog post wrote a mix of agreeable things and things that I believe misrepresent where the real risk of AI is located. I want to focus my attention on why, among all the risks, open weight models constitute the mildest one. I write these words as a person who strongly believes A...

1035. KotlinLLM is Going Open Sourceย  (blog.jetbrains.com)

TL;DR KotlinLLM is now public. Itโ€™s a research prototype for delegating runtime logic to an LLM from Kotlin code. Instead of calling an LLM on every request or running a separate agent, you can write an explicit Kotlin call. Its body is generated Kotlin source code, and that code is updated as your ...

1036. You need reliable AI context for your site reliabilityโ€‹โ€‹โ€‹โ€‹โ€Œ๏ปฟโ€๏ปฟโ€‹โ€โ€‹โ€โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€โ€Œโ€Œโ€โ€Œ๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€๏ปฟโ€โ€‹โ€โ€‹โ€โ€‹๏ปฟโ€โ€โ€‹โ€โ€‹โ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€‹โ€Œโ€Œโ€๏ปฟโ€โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€‹โ€๏ปฟโ€โ€Œโ€โ€โ€Œโ€Œโ€๏ปฟ๏ปฟโ€‹โ€โ€‹โ€โ€‹โ€๏ปฟโ€‹โ€‹โ€โ€‹โ€โ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€โ€‹โ€โ€‹โ€โ€‹๏ปฟโ€โ€โ€‹โ€โ€‹โ€โ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€‹๏ปฟโ€‹๏ปฟโ€โ€โ€‹โ€๏ปฟ๏ปฟโ€‹โ€๏ปฟ๏ปฟโ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟโ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œโ€โ€‹๏ปฟโ€Œโ€โ€๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œ๏ปฟโ€‹โ€๏ปฟโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€‹โ€๏ปฟ๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€๏ปฟโ€โ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€๏ปฟโ€โ€Œ๏ปฟโ€Œโ€‹โ€‹โ€๏ปฟ๏ปฟโ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€‹โ€๏ปฟ๏ปฟโ€Œโ€๏ปฟโ€Œโ€Œโ€๏ปฟ๏ปฟโ€Œโ€โ€Œโ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€Œโ€Œโ€๏ปฟโ€โ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œโ€๏ปฟ๏ปฟโ€Œโ€๏ปฟโ€โ€‹๏ปฟโ€๏ปฟโ€Œโ€โ€โ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€‹๏ปฟโ€‹โ€Œโ€‹๏ปฟโ€‹โ€‹โ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€โ€‹โ€Œโ€‹โ€๏ปฟโ€Œโ€Œโ€โ€Œโ€Œโ€Œโ€โ€‹โ€โ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€Œโ€Œโ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€‹๏ปฟโ€‹โ€โ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€โ€‹โ€‹๏ปฟโ€โ€Œโ€Œโ€โ€Œโ€โ€Œโ€โ€‹โ€Œโ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€Œโ€‹๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€โ€‹โ€Œโ€‹๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€Œโ€Œโ€‹๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œโ€โ€Œ๏ปฟโ€Œโ€Œโ€‹โ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€‹๏ปฟโ€๏ปฟโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€๏ปฟโ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟ๏ปฟโ€Œโ€โ€‹โ€โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€Œโ€Œโ€Œโ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œโ€๏ปฟโ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€โ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€‹๏ปฟโ€‹โ€โ€Œโ€Œโ€‹๏ปฟโ€‹๏ปฟโ€Œโ€‹โ€‹โ€Œโ€‹โ€โ€Œโ€Œโ€‹๏ปฟโ€‹โ€โ€Œโ€‹โ€Œโ€โ€‹โ€โ€Œโ€Œโ€‹๏ปฟโ€‹โ€โ€Œโ€‹โ€Œโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟโ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€‹โ€๏ปฟโ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œโ€โ€‹๏ปฟโ€Œโ€โ€๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€Œ๏ปฟโ€‹โ€๏ปฟโ€โ€Œโ€โ€‹๏ปฟโ€Œโ€๏ปฟ๏ปฟโ€‹โ€โ€Œโ€โ€Œโ€โ€โ€Œโ€Œโ€โ€Œโ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€‹๏ปฟโ€‹โ€Œโ€‹๏ปฟโ€‹โ€‹โ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€‹โ€Œโ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€โ€‹โ€Œโ€‹โ€๏ปฟโ€Œโ€Œโ€โ€Œโ€Œโ€Œโ€โ€‹โ€โ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€Œโ€Œโ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€‹โ€Œโ€โ€Œโ€โ€‹๏ปฟโ€‹๏ปฟโ€‹๏ปฟโ€‹โ€โ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€โ€‹โ€‹๏ปฟโ€โ€Œโ€Œโ€โ€Œโ€โ€Œโ€โ€‹โ€Œโ€‹โ€๏ปฟโ€Œโ€‹๏ปฟโ€Œโ€Œโ€‹๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€โ€‹โ€Œโ€‹๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€‹โ€‹๏ปฟโ€โ€Œโ€‹๏ปฟโ€Œโ€Œโ€‹๏ปฟโ€‹๏ปฟโ€Œโ€โ€Œโ€‹โ€‹โ€โ€Œโ€โ€Œ๏ปฟโ€Œโ€‹โ€Œ๏ปฟโ€โ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œโ€โ€‹โ€โ€Œโ€๏ปฟโ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œโ€โ€Œ๏ปฟโ€Œโ€Œโ€‹โ€‹โ€Œโ€๏ปฟ๏ปฟโ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€‹โ€โ€Œโ€โ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€‹โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€‹โ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€๏ปฟโ€‹โ€Œโ€โ€Œโ€Œโ€‹โ€โ€Œโ€โ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€Œ๏ปฟโ€‹โ€โ€Œ๏ปฟโ€‹๏ปฟโ€Œ๏ปฟโ€‹โ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€โ€‹๏ปฟโ€Œ๏ปฟโ€Œโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€Œโ€โ€Œโ€โ€Œโ€Œโ€‹๏ปฟ๏ปฟโ€Œโ€Œ๏ปฟโ€‹โ€‹โ€Œ๏ปฟโ€Œโ€Œโ€Œโ€โ€‹โ€โ€Œโ€๏ปฟโ€‹โ€Œโ€โ€โ€Œโ€Œ๏ปฟโ€‹๏ปฟโ€Œโ€โ€โ€‹โ€Œโ€โ€Œโ€Œโ€Œโ€โ€Œโ€‹โ€‹โ€โ€‹โ€โ€Œ๏ปฟ๏ปฟโ€Œ (stackoverflow.blog)

Ryan is joined by Asaf Savich, Komodorโ€™s AI Engineering Group Manager, to discuss why modern reliability work requires navigating massive cross-service context, what good context engineering actually likes when AI is integrated into site reliability, and how the work of human SREs is shifting toward...

1039. What Happens After Every Company Becomes a Data Company? (nordicapis.com)

In a 2018 Forbes article, Jedidiah Yueh and Randy Bean argued that every company is now a data company. โ€œLeveraging data โ€” in an ethical manner โ€” has to be at the heart of your company and product strategy,โ€ they wrote. โ€œCollect, sift, then monetize.โ€ Just shy of a decade later, virtually every comp...

1040. CodeSOD: Convert Back, Way Back (thedailywtf.com)

Windows Presentation Foundation, the XML-based UI framework for Windows, has its own "fun" quirks. One of its core ideas is that controls can be data-bound: that text box is linked to a numeric field in your model class. Type a different number, and the model automagically updates. That's fine for w...

1044. What Needs To Retry (glebbahmutov.com)

Imagine a typical application that loads some data. The app starts in the initial state, starts loading, then one of 3 possible states are possibleThe data loads fineThe data loads an empty list of itemsThe app fails to load due to an errorTo avoid flake, we need to think about these 3 states. If we...

1048. Chimed, Iโ€™m sure (snook.ca)

A decade ago, when I was still speaking at conferences and heavily marketing myself, Iโ€™d often think of personal branding ideas. Weโ€™ve seen the trends. The business cards. The t-shirts. The stickers. The buttons. The socks! Canโ€™t forget the socks. My logo is branded across not only my sites but my c...

1049. Make Nvidia GPU Available to Docker Container (jaketrent.com)

Here's how to make Nvidia GPU available to a Docker container.ScenarioI was trying to run OpenRAG. It starts docker containers. These containers want access to the GPU so that it can be used to turn documents into matrices that describe meaning as well as content. In the docker-compose.yml file, Ope...
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