#annotations

Turbo Learn PHPTurboLearnPHP
2026-02-22

Attributes vs Decorators: Metadata Systems Battle

PHP 8 attributes vs JavaScript decorators (proposed). Which language's metadata system is more powerful? This will make you rethink everything!

youtube.com/watch?v=ZpgvS9n6grY

Onur Solmaz (@onusoz)

levelsio 등 사용자가 공개적으로 AI 응답을 표시(flag)하는 사례들이 오픈 데이터셋 'janitr_ai'의 주석(annotations)용 샘플로 활용될 수 있음을 제안하는 트윗입니다. 'blocked for ai reply' 같은 문구로 손쉽게 초기 학습 데이터 시드 샘플을 찾을 수 있다고 언급합니다.

x.com/onusoz/status/2022448101

#dataset #annotations #janitr_ai #aidetection

Inautiloinautilo
2026-02-08
Turbo Learn PHPTurboLearnPHP
2026-01-19

Attributes vs Decorators: Metadata Magic Showdown

PHP 8 attributes vs Python decorators. Which language's metadata system is more powerful? This will make you rethink everything!

youtube.com/watch?v=ekneYNOCyqQ

2026-01-14

In the annotation of pictorial elements on ancient seals, machine-supported systems are useful for detecting recurring shapes and visual patterns. What they don’t provide is context: ambiguity, wear, iconographic convention, or cultural meaning.

Annotation is not a neutral technical step.
It is the moment where interpretation turns into structured data.

That’s why expert control is not optional, but essential.

#DigitalArchaeology #Annotations
#MachineLearning #VisualData #ToolsAndTechniques

The image shows a roll-out of a seal with coloured boxes above it, marking different areas of the image. They are annotated: woman, goddess, inscription, etc. One example shows more detail, that one of the goddesses wears a headdress, is standing or looks to the right.
2025-11-27

🕸️ Join us at the @w3c @w3cdevs #AuthenticWeb Workshop as part of the 🔍 Credible Web Community Group initiative on 🗓️ December 9th at 16:00 UTC!

We'll be presenting our work on Credibility Assessments and Contextual Insights 🌐 - exciting new features in dokieli that help readers assess the credibility of online content with #annotations and supplemental information via our browser extension.

Don't miss it! 👉 w3.org/events/meetings/f10ec76

#misinformation #credibility #factchecking #decentralization

Inautiloinautilo
2025-11-18


Custom annotations in Search Console · The new feature lets you add notes to your charts ilo.im/168hr9

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2025-11-10

One major feature of my #NeoFinder 9.0 for #macOS is the ability to have its own text replacements!

We keep that separate from the default macOS text replacements, so you can use it specifically for the XMP Editor, to help you get faster and more precise #annotations.

neofinder.de/forum/phpBB3/view

#annotations
#Lightroom
#PhotoOrganizer

NeoFinder for macOS and iOSneofinder
2025-11-10

One major feature of 9.0 for is the ability to have its own text replacements.

We keep that separate from the default macOS text replacements, so you can use it specifically for the XMP Editor, to help you get faster and more precise .

neofinder.de/forum/phpBB3/view

2025-11-03

Код, понятный IDE и AI: использование атрибутов из JetBrains.Annotations

У JetBrains есть фреймворк JetBrains.Annotations для .NET, который предоставляет набор полезных атрибутов. Они выступают дополнительными метаданными для статического анализатора JB, который включён в их IDE и ReSharper, для самих разработчиков и даже для нейросетей, которые работают с этим кодом. Какие атрибуты доступны, как и где ими воспользоваться — об этом кратко и с примерами далее.

habr.com/ru/articles/962718/

#attributes #rider #unity #code #vs #jetbrains #annotations

2025-10-12

One click is all you need!

Really quick #annotations with QuickPersons and QuickTags in my new #NeoFinder 9.0 for #macOS!

neofinder.de/forum/phpBB3/view

#DigitalAssetManager
#PhotoOrganizer
#IndieDev

2025-10-09
pvergain (kolektiva)pvergain@kolektiva.social
2025-10-08

- discuss.python.org/t/python-3- (Python 3.14.0 (final) is here!)

- docs.python.org/3.14/whatsnew/ (What’s new in Python 3.14 by Adam Turner and Hugo van Kemenade)

- docs.python.org/3.14/whatsnew/ (Python 3.14 Changelog)

- astral.sh/blog/python-3.14 (Astral ready for Python 3.14)

```
uv self update
uv python upgrade 3.14
uvx python@3.14
uvx python@3.14t
```

#Annotations

- docs.python.org/3/whatsnew/3.1
- discuss.python.org/t/python-3-

Instead, annotations are stored in special-purpose annotate functions and **evaluated
only when necessary** (except if from __future__ import annotations is used).

# PEP 768 Python 3.14 **Safe external debugger interface, a zero-overhead external debugger interface for CPython

- docs.python.org/3.14/whatsnew/
- discuss.python.org/t/python-3-

Python 3.14 introduces a zero-overhead debugging interface that allows debuggers and profilers to safely attach to running Python processes without stopping or restarting them.

# RFC9562 Python 3.14 **UUID versions 6-8 are now supported by the uuid module**

- docs.python.org/3/whatsnew/3.1
- discuss.python.org/t/python-3-

# zstandard

- peps.python.org/pep-0784/ (Adding Zstandard to the standard library)
- docs.python.org/3/whatsnew/3.1
- discuss.python.org/t/python-3-.

# A new command line interface with asyncio introspection capabilities: python -m asyncio ps PID

- docs.python.org/3/whatsnew/3.1
- discuss.python.org/t/python-3-

# Multiple interpreters in the standard library

- peps.python.org/pep-0734/ (Multiple Interpreters in the Stdlib)
- docs.python.org/3.14/whatsnew/
- discuss.python.org/t/python-3-

- gdevops.frama.io/python/versio

# Python #Python314 #TemplateString #ZStandard #RemoteDebugging #MultipleInterpreters #FreeThreaded #UUID7 #asyncio #parallelism #CSP #ActorModel

Le logo pour la livraison de Python 3.14
Inautiloinautilo
2025-09-30


Accessibility-specific design annotations · What to annotate and how to do it clearly for all ilo.im/1673oz

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N-gated Hacker Newsngate
2025-08-25

🤔 Ah, yet another 📖 tome of annotations—because who doesn't want to read a dissertation on something everyone already pretends to understand? 🤯 They've cut, pasted, and scribbled in the margins like a feverish student trying to make sense of their own notes. Spoiler alert: included for those brave enough to wade through this . 🐊✨
nlp.seas.harvard.edu/annotated

2025-07-01

Встреча ISO C++ в Софии: С++26 и рефлексия

Привет! На связи Антон Полухин из Техплатформы Городских сервисов Яндекса, и сейчас я расскажу о софийской встрече Международного комитета по стандартизации языка программирования C++, в которой принимал активное участие. Это была последняя встреча, на которой новые фичи языка, с предодобренным на прошлых встречах дизайном, ещё могли попасть в C++26. И результат превзошёл все ожидания: compile-time-рефлексия рефлексия параметров функций аннотации std::optional<T&‍> параллельные алгоритмы Об этих и других новинках расскажу в посте

habr.com/ru/companies/yandex/a

#c++29 #с++29 #c++26 #с++26 #с++ #c++ #reflection #constexpr #exception #simd #safety #security #undefined_behavior #annotations #parallel_programming #executor #executors #ranges #coroutines

2025-07-01

Встреча ISO C++ в Софии: С++26 и рефлексия

Привет! На связи Антон Полухин из техплатформы городских сервисов Яндекса, и сейчас я расскажу о софийской встрече Международного комитета по стандартизации языка программирования C++, в которой принимал активное участие. Это была последняя встреча, на которой новые фичи языка, с предодобренным на прошлых встречах дизайном, ещё могли попасть в C++26. И результат превзошёл все ожидания: compile-time-рефлексия рефлексия параметров функций аннотации std::optional<T&‍> параллельные алгоритмы Об этих и других новинках расскажу в посте

habr.com/ru/companies/yandex/a

#c++29 #с++29 #c++26 #с++26 #с++ #c++ #reflection #constexpr #exception #simd #safety #security #undefined_behavior #annotations #parallel_programming #executor #executors #ranges #coroutines

2025-05-26

GitHub - jtheoof/swappy: A Wayland native snapshot editing tool, inspired by Snappy on macOS github.com/jtheoof/swappy #annotations #screenshots #OpenSource #wayland #GitHub #screen

Jan Maartenjanmaarten
2025-05-15

You use accessible components but your designs still have accessibility issues. Sound familiar?

I published a 2-part series exploring why these issues persist and how to solve them with a set of design system annotations that can capture critical accessibility details.

github.blog/engineering/user-e

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