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Guide pratique de sécurité des conteneurs

Guide pratique de sécurité des conteneurs

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Vous cherchez à mieux comprendre la sécurité des conteneurs ? Découvrez ce guide pratique qui vous aidera à protéger vos applications et vos données !

Lire le rapport : Rapport sur les tendances des conteneurs DZone 2023

Avec l’essor de l’architecture conteneurisée, les entreprises réalisent l’importance croissante de la sécurité des conteneurs. Bien que les conteneurs offrent indéniablement de profonds avantages, tels que la portabilité, la flexibilité et l’évolutivité, ils introduisent également des défis de sécurité sans précédent. Dans ce rapport, nous aborderons les principes fondamentaux et les stratégies de sécurité des conteneurs et nous nous pencherons sur deux méthodes spécifiques : la gestion des secrets et le patching. De plus, nous examinerons les outils et les techniques pour sécuriser les clés, les jetons et les mots de passe.

La gestion des secrets est une pratique essentielle pour assurer la sécurité des conteneurs. Les bases de données cryptographiques sont un moyen efficace de stocker et de gérer les secrets. Les bases de données cryptographiques peuvent être utilisées pour stocker des informations sensibles telles que les clés d’accès, les jetons d’authentification et les mots de passe. Les bases de données cryptographiques peuvent également être utilisées pour générer des clés et des jetons dynamiques, ce qui permet aux applications d’accéder aux données sensibles sans avoir à stocker les informations dans le conteneur.

Le patching est une autre pratique essentielle pour assurer la sécurité des conteneurs. Les outils de patching peuvent être utilisés pour mettre à jour le système d’exploitation et les applications logicielles installées dans le conteneur. Les outils de patching peuvent également être utilisés pour vérifier la présence de vulnérabilités et appliquer les correctifs appropriés. Les outils de patching peuvent également être utilisés pour surveiller l’activité du conteneur et détecter toute activité suspecte.

En conclusion, la sécurité des conteneurs est une préoccupation croissante pour les entreprises. La gestion des secrets et le patching sont des pratiques essentielles pour assurer la sécurité des conteneurs. Les bases de données cryptographiques peuvent être utilisées pour stocker et gérer les secrets, tandis que les outils de patching peuvent être utilisés pour mettre à jour le système d’exploitation et les applications logicielles installées dans le conteneur. De plus, les outils de patching peuvent également être utilisés pour surveiller l’activité du conteneur et détecter toute activité suspecte.

Source de l’article sur DZONE

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CockroachDB TIL : Vol. 12

CockroachDB TIL : Vol. 12

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Découvrez le dernier volume de CockroachDB TIL ! Apprenez-en plus sur les fonctionnalités et les améliorations de CockroachDB pour vous aider à développer des applications plus robustes.

Articles précédents

Volumes 1 à 11

Sujets

Le volume 1 à 11 de cet article traite de différents sujets liés au logiciel. Dans ce volume, nous allons examiner le sujet n°1 : Identifier les index partiels. Notre équipe d’ingénieurs a publié un avis technique #96924 indiquant que certains changements de schéma, tels que la suppression de colonnes référencées dans des index partiels, échoueront. Un client demande comment identifier les bases de données, les tables et les index partiels associés qui référencent les colonnes à supprimer. Les méthodes suivantes vont aider à trouver ces index indésirables.

En considérant une table avec les données suivantes :

Table: customers

Columns: id, name, address

Indexes:

CREATE INDEX customers_name_idx ON customers (name) WHERE address IS NOT NULL;

CREATE INDEX customers_address_idx ON customers (address) WHERE name IS NOT NULL;

La première méthode consiste à exécuter une requête SQL pour obtenir les informations sur les index partiels. La requête suivante peut être utilisée pour obtenir les informations sur les index partiels pour la table « customers » :

SELECT * FROM pg_indexes WHERE indpred IS NOT NULL AND tablename = ‘customers’;

Cette requête renvoie les informations sur les index partiels pour la table « customers ». Le résultat de cette requête est le suivant :

indexname | tablename | indpred

———-+———–+———

customers_name_idx | customers | (address IS NOT NULL)

customers_address_idx | customers | (name IS NOT NULL)

La deuxième méthode consiste à utiliser un outil logiciel pour identifier les index partiels. Il existe plusieurs outils logiciels qui peuvent être utilisés pour identifier les index partiels. Certains des outils logiciels populaires sont pg_indexes, pg_stat_user_indexes et pg_stat_all_indexes. Ces outils peuvent être utilisés pour obtenir des informations détaillées sur les index partiels d’une base de données. Ces outils peuvent également être utilisés pour obtenir des informations sur les index partiels pour une table spécifique.

Enfin, la troisième méthode consiste à utiliser le fichier de configuration du serveur PostgreSQL pour identifier les index partiels. Le fichier de configuration du serveur PostgreSQL contient des informations détaillées sur les index partiels. Ces informations peuvent être utilisées pour identifier les index partiels pour une base de données ou une table spécifique.

En conclusion, il existe plusieurs méthodes pour identifier les index partiels dans une base de données PostgreSQL. Ces méthodes peuvent être utilisées pour obtenir des informations détaillées sur les index partiels d’une base de données ou d’une table spécifique. Ces méthodes peuvent également être utilisées pour identifier les index partiels qui référencent des colonnes à supprimer.

Source de l’article sur DZONE

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Utiliser FaceIO pour développer le module d'authentification d'utilisateur d'une application web basée sur l'IA.

Utiliser FaceIO pour développer le module d’authentification d’utilisateur d’une application web basée sur l’IA.

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Utiliser FaceIO pour développer le module d’authentification d’utilisateur d’une application web basée sur l’IA est une solution innovante et sécurisée. Découvrez comment cela fonctionne!

Comment développer le module de connexion d’utilisateur du projet d’application Web à l’aide de l’interface de service AI tiers

Dans le passé, le développement des systèmes d’informations web application a nécessité une fonction module d’authentification d’utilisateur indispensable. La fonction d’authentification d’utilisateur comprend l’enregistrement et l’authentification de connexion des utilisateurs. Dans les méthodes de développement passées, la manière courante de réaliser le module de fonction d’authentification d’utilisateur est d’utiliser l’e-mail et le SMS pour vérifier. Maintenant, de nombreux ordinateurs des utilisateurs sont équipés de caméras, qui peuvent pleinement utiliser la technologie d’intelligence artificielle de reconnaissance faciale pour réaliser l’authentification d’utilisateur. J’ai utilisé la bibliothèque JavaScript de FaceIO pour mettre en œuvre l’authentification d’utilisateur dans le projet web app.

Cet article présente principalement comment développer le module de connexion utilisateur du projet web application à travers l’interface de service AI tiers. Le code source du projet web application a été téléchargé sur GitHub et est basé sur le protocole MIT. Il n’y a pas de restrictions.

En tant qu’informaticien enthousiaste, j’ai trouvé que l’utilisation de la reconnaissance faciale pour l’authentification d’utilisateur était très pratique. En outre, j’ai également constaté que la base de données des services AI tiers était très riche et complète. Cela me permet de trouver facilement les informations dont j’ai besoin pour le développement du projet web application. De plus, ces services AI tiers fournissent également des API très pratiques pour intégrer leurs fonctions à mon projet. Grâce à ces API, je peux facilement intégrer la reconnaissance faciale à mon projet web application et réaliser l’authentification d’utilisateur.

Source de l’article sur DZONE

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10 Key Principles of User-Centered Design

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Many firms’ design and development decisions are increasingly oriented toward human-centered innovation. Instead of rushing goods to market, these firms are using a user-centered design approach.

Design and development teams build high-performing digital products or websites that uniquely meet customers’ demands by concentrating on the user experience. After all, a good web design is helpful in boosting the business reputation or user experience.

This post will define user-centered design, discuss its fundamental principles, and describe the user-centered design process.

What Is User-Centered Design?

To create an enjoyable solution to a problem, user-centered design is a collection of iterative design processes concentrating on the user’s needs at each step. In UCD, the expectations, objectives, and preferences of the user significantly impact design decisions.

Additionally, users are actively involved in the entire process from start to finish. User-centered design principles encourage designers to create products with users rather than just for them. This strategy typically includes user research, interviews, usability testing, and a massive amount of feedback gathering.

UCD Requires Four Fundamental Components:

  • Visibility: Can people see what your website is about and how to utilize it the moment they land on your page?
  • Availability: Is your website user-friendly? Can they swiftly locate information? They should be able to find call-to-action buttons, menus, filters, and search choices with ease.
  • Legibility: Is the text simple to read for users?
  • Language: Is the language simple to grasp for users? Do you avoid using industry jargon in your UX authoring, which might lead to confusion and hesitation?

What Is The Significance Of UCD?

User experience is important in product design, especially in digital products such as app design, web and interface design, and marketing. Customers want their lives to be simplified. A website, app, or product exists to fulfill a consumer. Hence its success is determined by their interaction with it.

The following are some of the advantages of a user-centered design strategy for a business:

  • Customers keep coming back for more
  • There would be an increase in sales
  • Creating polished, efficient, and widely available goods
  • Understanding challenges thoroughly to provide suitable solutions
  • Customers and teams working together
  • Avoiding typical blunders
  • Enhancing Competitiveness
  • Assisting them in comprehending their market

It offers consumers the following advantages:

  • Making their life easier
  • Fulfilling their desires
  • Companies making them feel heard and understood
  • Making them feel important in the creation of things they use
  • Providing answers to challenges they were unaware they had or could not imagine solutions to

Let’s dig in to learn more about the advantages of UCD.

Businesses can benefit from using the user-centered design approach in various ways. As you incorporate this into your web development, you can enjoy the following four main advantages.

1. Prevent Project Failure

Your company might find it simpler to incorporate improvements and ensure your product is in line with actual user needs if you have a continuous feedback process assessing how customers react to your product, like a website.

Customers feel like their needs are better represented in the finished product, which can increase engagement and strengthen the bond with the company.

2. Improve ROI

This method produces products that more accurately reflect user expectations. The procedure also lessens mistakes made by website users, for instance. When combined, these factors motivate users to convert from leads to paying clients, boosting return on investment.

3. Increase Development Efficiency

In user-centered design, the objectives of the various team members are aligned. This can help clarify the best course of action for all parties involved. A more targeted, goal-oriented development process may be encouraged by the regular evaluation process.

Additionally, businesses can engage stakeholders and explain how their efforts and methodologies will improve customer interactions by using an iterative life cycle during product development.

4. Up The Level Of Competition

Customers will more fully appreciate what you offer, improve their engagement with your product or website, and be more likely to purchase from you if your product is created with their needs and expectations in mind.

As a result, this may increase your ability to compete in your sector.

5. KPIs Are Included

Given your user needs and business objectives, how do you move from the first to the second? You can measure key performance indicators with this in mind once you know what user needs are essential for the overall goals.

For instance, productivity may be the focus of office software, shopper activity may be the focus of sales tools, and retention rates may be the focus of other apps. All of these are necessary steps toward achieving business values like profit and revenue.

Human-Centered Design Versus User-Centered Design

There is a significant difference between humans and users. Simply put, all users are humans; however, not all humans will use your product. Therefore, you must thoroughly understand your target market to produce a successful user-centered design.

Detailed research should be done on the problems and goals of your users. Then, talk to them and give them several chances to offer feedback. By doing this, you’ll create a user persona that is complete and that you can use to determine the priorities for your design.

It’s critical to understand that different user groups may have additional requirements, levels of technical expertise, and expectations for using products like the one you’ve made.

What crucial guidelines or principles should designers consider when adopting a user-centric design?

The Process Of User-Centered Design

Certain fundamental principles underpin user-centered design. While the development process is always iterative, no explicit methods for implementation are specified. The approach can be implemented in either a waterfall or an agile environment.

1. Contextualization

The first step is to analyze the environment in which users will use the product. What are the intended applications of the product for future users? Teams working on projects can get answers by watching and talking to potential users.

2. Outlining The Prerequisites

Specifying the requirements for the new product is the second step. In this step, user requirements are described while considering corporate needs.

3. Design

Once the requirements are established, the actual design process can begin. Designers typically start by producing a straightforward prototype, like one made of paper, then move on to digital wireframes and a finished prototype.

4. Analysis

The project team solicits feedback from potential users after creating a prototype. This is typically done for digital applications through in-depth user testing and qualitative research.

Do surveys and tests evaluate user satisfaction, effectiveness, and efficiency? With the new information, the project team goes back to step 2 or step 3 of the design process to improve the product. Once the user feedback is satisfied, these iterations continue while taking into account corporate frameworks (time and costs).

Top 10 User-Centered Design Principles

Principles of user-centered design attempt to guarantee that usability is the primary priority throughout the development process. These principles, if successfully followed, will ensure that user experience is fulfilled not just during the initial introduction of a product but also during its use.

Furthermore, each of the following principles may be tailored to match the specific requirements and interaction demands of any product.

1. Use Simple Language

Professional Web Designer strives to provide the most readable discourse for the user while creating a product. This involves clarifying vocabulary, eliminating jargon, and simply providing information pertinent to the work.

Presenting users with irrelevant information throughout their use of the product taints its usefulness. Furthermore, basic language helps the user finish the work without being overwhelmed or confused.

2. Feedback

Users expect a reaction to all of their actions. This might involve modifying the look of the screen after completing an activity. If the job is finished after some time, it should display a loading page to notify the user that the task is in process.

Keeping the user informed throughout the process reassures them and keeps them on track with their job.

3. Maintaining Consistency

Keeping the product consistent is essential in ensuring an ideal user experience. Consistency affects how customers approach a product, and the time it takes to learn how to use it.

From the start of the project until its completion, the consistent philosophy underpinning the UCD process should be maintained. If the interface design needs to be updated, it is critical to maintaining consistency across new features to stay beneficial to the user.

4. Give The Complete User Control

Consumers are already aware of their requirements. They should be able to use a product with minimal effort and depend on the product’s help to accomplish the rest.

By removing the effort from the job, the user can do it quickly while keeping control of their activities.

5. Describe The Situation

Before developing a product, the designer must first investigate the ideal user and their wants. The designers can gain a comprehensive sense of some of the issues these people experience by studying their lifestyles.

Many of these observations are conducted through interviews. These interviews provide the designer with information on the exact goals that users want to attain and how they want to achieve them.

6. Examine the Design

Designers undertake usability testing with actual users of their product at this stage in the UCD process. This stage provides designers with insight into how consumers will interact with the product and how to modify it to suit them better.

It is advised that this stage be completed as quickly as feasible. The sooner customers provide input, the faster designers can comprehend their product from the user’s perspective.

7. Create Designs That Are Specific To The Needs Of The User

The design team must examine the distinctive features of their intended demographic as well as frequent real-world activities while beginning the design process. Furthermore, the product should be appropriate for the environment in which it will be utilized the most.

Making a product that needs a lot of work from the user reduces its usability and usefulness, ultimately defeating the objective of UCD.

8. The Design Process Is Iterative

Because user-centered design is based on putting the user first, the product team should constantly be working to improve the user experience. By introducing changes gradually, you will gain a better understanding of your target audience.

9. Adequate Navigational Tools

An essential component of the user experience is the capability to navigate between pages of your website and return to the previous one. Make sure users know where they are on your website and how to leave any pages they don’t want to see.

Customers can better understand how to navigate your page by giving them features like a navigation map, for instance. Make it simple for customers to change their order without leaving the current page if they buy clothing and discover they need a different size once they reach the checkout page.

10. Unflawed System

Customers should find it easy to navigate between your website’s pages and accomplish their goals. If they make a mistake, be there to help them fix it so they can achieve their goal.

The form may ask for specific, essential fields, such as the square footage, and may also include a gentle reminder or an alert that appears if the user accidentally leaves a required field blank.

Customers may feel more comfortable responding to your prompts and participating in a conversation if you ask questions one at a time and offer automated responses for each response.

Wrapping Up

User-centered design is more than just making a good product. It goes further than that. You demonstrate your motivations and intentions by putting your users in the spotlight. You’re demonstrating that it’s not all about meeting deadlines or turning a profit. Instead, you’re telling your users that you understand what they want and prioritize their needs.

It should come as no surprise that the most effective teams are user-centric. Knowing your customer is essential for success in any industry, including design. Create products that put the user first, and you will create products that people will love.

You can build a more robust, user-friendly website that is better equipped to respond to user needs and expectations by incorporating the User Centered Design process into your product design. However, it’s crucial to collaborate with a specialist who can apply these techniques and produce the result you’ve envisioned.

 

Featured image by pch.vector on Freepik

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Generating Unique Identifiers Based on Timestamps in Distributed Applications

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We build applications that must process very high numbers of events with minimum latency. Generating unique IDs for these events using the traditional method of UUIDs introduces an unacceptable time overhead into our applications, so an alternative approach is needed.

I recently wrote an article on how timestamps can be used as unique identifiers, as they are much cheaper to generate than other methods of generating unique identifiers, taking a fraction of a microsecond. 

Source de l’article sur DZONE

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Easily Find & Kill MongoDB Operations from MongoLab’s UI

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A few months ago, we wrote a blog post on finding and terminating long-running operations in MongoDB. To help make it even easier for MongoLab users* to quickly identify the cause behind database unresponsiveness, we’ve integrated the currentOp() and killOp() methods into our management portal.

* currentOp and killOp functionality is not available on our free Sandbox databases because they run on multi-tenanted mongod processes.

Source de l’article sur DZONE

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How To Build A Design Portfolio With Zero Clients

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A design portfolio is an excellent way to demonstrate your skills as a freelancer. As a web designer, you compete with millions of other web designers. Therefore, you must have a strong portfolio to land a high-paying web designing job in such a competitive space. A strong portfolio sets you apart from others. Having no clients, however, can make it challenging to get your portfolio noticed and build up any momentum.

People typically build portfolios from projects they do for clients. Hence, it seems unlikely for a new web designer without clients to have a strong portfolio. However, it’s attainable. You can build a design portfolio with no clients, and you’ll find out how in this post.

What Makes A Good Design Portfolio?

A good portfolio should display your best work, as most clients want to see your best. However, your best work may not be client work. In addition, what’s more, important than displaying your best work is showing your versatility.

Being a versatile web designer will land you more jobs than being an expert in just one type of web design. Notably, you don’t need to have many clients to be versatile in web design. Instead, you become versatile by taking on different projects.

A good design portfolio should include professional recommendations. Testimonials from previous clients are valuable here, but anyone can recommend you. It could be a web designer friend, collaborator, or even your tutor.

Furthermore, a good portfolio should feature non-client work; even if you have thousands of past clients, featuring personal projects is still ideal. It shows your growth as a web designer isn’t limited to what clients ask you to do.

Many other factors constitute a good portfolio, but these points are the most important regarding showing your skill. You can build a portfolio that includes them even if you have no clients.

How To Build A Design Portfolio With Zero Clients

You can try all or some of these methods to build a design portfolio if you have no clients.

1. Take On Design Challenges

A simple way to build a strong web design portfolio is by competing in challenges. It’s helpful whether you have clients or not.

Winning a design challenge is like finishing at the top of the class. It demonstrates that you’re the best web designer in the room and the type of web designer clients want to hire. Generally, taking on design challenges will help sharpen your skills.

You can partake in competitions arranged by renowned web design communities. You can find such competitions on websites like 99designs and Design Crowd. More often than not, winning a web design challenge will land you a job.

2. Carry Out Personal Projects

Carrying out personal projects is similar to competing in challenges. However, in this case, you’re challenging yourself.

Have you ever had a unique idea for a website? Don’t wait until a client asks you to build such a website. Instead, you can begin the project on your own. Then, if you succeed, you can proudly display the project in your portfolio.

When you get clients, you wouldn’t need to convince them that you can handle such tasks; the personal project is a testament to it.

You can carry out as many personal projects as you envisage, no matter how simple or complex. Furthermore, you don’t always have to complete them. Even failed personal projects can be part of your portfolio.

3. Clone Websites

When most clients contact you, they’ll want you to create a website similar to some existing website. You can give yourself a head start by cloning some popular websites and featuring the projects in a portfolio.

Your ability to build a replica of a professional website from scratch shows expertise. In addition, you most likely won’t get a 100% match with the original version. Your version may have improvements that subsequent clients would appreciate.

Furthermore, some website designers specialize in cloning. Suppose you plan to provide such services to clients. In that case, displaying your previously cloned website projects is all you need to create a strong portfolio.

4. Create Websites for Family and Friends

Your family and friends are potential clients. Hence, you can offer to build websites for them, even if it is for free. Afterward, you should include the work in your portfolio.

If your friend or relative has an offline business, for example, you could offer to build a website to give them an online presence.

Even if they eventually don’t use the website, you can include it as a demo project in your portfolio.

5. Get Inspiration From Others

You’re not the only web designer with no clients who wants to build a strong portfolio. Therefore, you can draw inspiration from others.

Dribbble, the social networking platform for designers, is among the best options you have. Dribbble allows you to find thousands of new and veteran web designers with varying portfolios.

You can scan the portfolios, examine the content, and try to replicate what you can in yours. Furthermore, you can even build a portfolio directly on Dribbble.

Bottom Line

Not having clients shouldn’t discourage you as a new web designer. You can still build a strong design portfolio with the methods discussed in this article.

After creating your portfolio, you can then use it to secure jobs. Subsequently, you can update the portfolio with your best client work.

 

Featured image by storyset on Freepik.

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Exciting New Features in Safari 16

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Apple has released an OS update. Packaged in with it is the latest version of Safari, 16.

Expected to be released ahead of next month’s macOS 13, Safari 16 is packed with updates, making it one of the most capable browsers available.

For web designers, the significance is the forward momentum in web technologies that enable freer design work and fewer hacks to achieve complex layouts. Little by little, CSS recommendations are being implemented to the point that using JavaScript for layout is rapidly becoming as unnecessary as it is disliked.

Some of this was announced in June in the Safari 16 beta. But a lot has been added in the last couple of months. So here’s what’s new in Safari 16 today.

CSS Container Queries

The most exciting addition to Safari 16 is CSS Container Queries.

It is hard to understate how in-demand this feature has been; if you imagine an edit button on Twitter that gifted you crypto every time you corrected a typo, you’d be getting close to how popular this feature is.

Until now, media queries have detected the whole viewport. And so, if you have an element like a card, for example, that needs to change at smaller viewports, you need to calculate the available space and adapt the element’s design accordingly. Unfortunately, this frequently gets out of sync with edge cases causing more than a few headaches for front-end developers.

Media queries are severely restrictive to modern layout methods like Grid that wrap elements automatically because there is no way to detect how the elements are laid out.

Container Queries solve this by allowing you to define styles based on the size of the actual containing element; if a div is 300px wide, the contents can have one design, and if it’s 400px wide, they can have a different design—all without caring what size the whole viewport is.

This is dangerously close to OOP (Object Orientated Programming) principles and almost elevates CSS to an actual programming language. (All we need is conditional logic, and we’re there.)

The latest versions of Chrome, Edge, and now Safari (including mobile) support CSS Grid. Even discounting the rapid decline of Twitter, this is way more exciting than any edit button.

CSS Subgrid

Speaking of Grid, if you’ve built a site with it (and if you haven’t, where have you been?), you’ll know that matching elements in complex HTML structures often results in nesting grids. Matching those grids requires careful management, CSS variables, or both. With CSS Subgrid, grids can inherit grid definitions from a grid defined higher up the hierarchy.

CSS Subgrid has been supported by Firefox for a while but is not yet part of Chrome or Edge. Until there’s wider support, it’s not a practical solution, and using a fallback negates any benefit of using Subgrid. However, its introduction in Safari will surely herald rapid adoption by Google and Microsoft and moves the web forward considerably.

CSS Subgrid is likely to be a practical solution within 18 months.

AVIF Support

AVIF is an exceptionally compact image format that beats even WebP in many instances. It even allows for sequences, creating what is essentially an animated GIF but smaller, and for bitmaps.

AVIF is already supported by Chrome, with partial support in Firefox. Safari now joins them.

AVIF support is one of the more valuable additions to Safari 16 because you’re probably already serving different images inside a picture element. If so, your Safari 16 users will begin receiving a smaller payload automatically, speeding up your site and boosting UX and SEO.

Enhanced Animation

Safari 16 introduces some significant improvements in animation, but the one that catches the eye is that you can now animate CSS Grid.

Yes, let that sink in. Combine Container Queries and animation. The possibilities for hover states on elements are tantalizing.

Safari 16 also supports CSS Offset Path — known initially as CSS Motion Path — which allows you to animate elements along any defined path. This enables the kind of animated effect that previously needed JavaScript (or Flash!) to accomplish.

Chrome, Edge, and Firefox all support CSS Offset Path; the addition of Safari means it’s now a practical solution that can be deployed in the wild.

Web Inspector Extensions

Announced as part of the beta release, Web Inspector Extensions allow web developers to create extensions for Safari, just as they would for Chrome.

Web Inspector Extensions — or Safari Extensions as they’re destined to be known — can be built in HTML, CSS, and JS, so the learning curve is shallow. It’s a good route into app development for web designers.

Because the underlying technology is the same as other browser extensions, anyone who has made a Chrome, Edge, or Firefox extension will be able to port it to Safari 16+ relatively easily. As a result, there should be a rapid expansion of the available extensions.

Improved Accessibility

Accessibility is key to an effective and inclusive web. Be like Bosch: everybody counts, or nobody counts.

When testing a design for accessibility, emulators don’t cut it. In my experience, Safari has some of the most reliable accessibility settings, especially when it comes to Media Queries like prefers-reduced-movement.

Further gains in this field mean that Safari continues to be an essential tool for QA tests.

Reduced Resets

Finally, I want to throw up my hands to celebrate the reduced number of non-standard CSS appearance settings.

For years we’ve been prefacing our style sheets with elaborate resets like Normalize, designed to undo all the assumptions browser developers make about design and the UI preferences of their engineers.

Safari 16 has reportedly “Removed most non-standard CSS appearance values.” How effective this is and how much we can rely on it given the other browsers on the market remains to be seen. However, like many of Safari 16’s changes, it’s a step towards a browser that’s on the developers’ side instead of an obstacle to overcome.

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Using Embedded Milvus to Instantly Install and Run Milvus With Python

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Milvus is an open-source vector database for AI applications. It provides a variety of installation methods, including building from source code and installing Milvus with Docker Compose/Helm/APT/YUM/Ansible. Users can choose one of the installation methods depending on their operating systems and preferences. However, there are many data scientists and AI engineers in the Milvus community who work with Python and yearn for a much simpler installation method than the currently available ones.

Therefore, we released embedded Milvus, a user-friendly Python version, along with Milvus 2.1 to empower more Python developers in our community. This article introduces what embedded Milvus is and provides instructions on how to install and use it.

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