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OpenAI Unveils GPT-5.4, a Stronger Model for Reasoning, Coding, and Real Work

GPT-5.4 ChatGPT

OpenAI released GPT-5.4, its new flagship model for ChatGPT, the API, and Codex. It improves reasoning, coding, and agent workflows, introduces native computer-use capabilities, supports up to 1M tokens of context, and adds tool search to make large tool ecosystems more efficient. The model is more accurate, more token-efficient, and better at real professional tasks like coding, spreadsheets, documents, and web research. A higher-performance GPT-5.4 Pro version is also available for complex workloads.

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@kala added a new tool GPT-5.4 , 1ย month ago.
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@laura_garcia shared a post, 1ย month, 1ย week ago
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๐—ง๐—ต๐—ฒ ๐—™๐˜‚๐˜๐˜‚๐—ฟ๐—ฒ ๐—ผ๐—ณ ๐—œ๐—ฑ๐—ฒ๐—ป๐˜๐—ถ๐˜๐˜† ๐—ฆ๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—ฆ๐˜๐—ฎ๐—ฟ๐˜๐˜€ ๐—ถ๐—ป ๐—Ÿ๐—ผ๐—ป๐—ฑ๐—ผ๐—ป

๐Ÿ” ๐—ง๐—ต๐—ฒ ๐—™๐˜‚๐˜๐˜‚๐—ฟ๐—ฒ ๐—ผ๐—ณ ๐—œ๐—ฑ๐—ฒ๐—ป๐˜๐—ถ๐˜๐˜† ๐—ฆ๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—ฆ๐˜๐—ฎ๐—ฟ๐˜๐˜€ ๐—ถ๐—ป ๐—Ÿ๐—ผ๐—ป๐—ฑ๐—ผ๐—ป The ๐—š๐—ฎ๐—ฟ๐˜๐—ป๐—ฒ๐—ฟ ๐—œ๐—ฑ๐—ฒ๐—ป๐˜๐—ถ๐˜๐˜† & ๐—”๐—ฐ๐—ฐ๐—ฒ๐˜€๐˜€ ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜ ๐—ฆ๐˜‚๐—บ๐—บ๐—ถ๐˜ ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ is almost here! On ๐— ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐Ÿตโ€“๐Ÿญ๐Ÿฌ ๐—ถ๐—ป ๐—Ÿ๐—ผ๐—ป๐—ฑ๐—ผ๐—ป, IAM leaders, security architects, and IT executives will gather to tackle the biggest challenges shaping modern identity security. From ๐—œ๐—ฑ๐—ฒ๐—ป๐˜๐—ถ๐˜๐˜† ๐—ง๐—ต๐—ฟ๐—ฒ๐—ฎ๐˜ ๐——๐—ฒ๐˜..

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@viktoriiagolovtseva shared a post, 1ย month, 1ย week ago

A Free Jira Position Opening Template for Recruitment Teams

The quality of the hiring process defines the quality of the teams working in your organization. Thatโ€™s why itโ€™s paramount to ensure that this process is well-organized and built upon best practices. Using templates in Jira for recruitment tasks is a great way to achieve this. They allow you to document your approaches and policies, promote consistency, and simply save time.

In this article, we explain how to create a position opening template for Jira in two different ways. We also provide you with a reusable checklist template, which you can copy and paste into your Jira task. But first, letโ€™s decide what type of template you need.

Zrzut ekranu 2026-03-05 191343
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@laura_garcia shared a post, 1ย month, 1ย week ago
Software Developer, RELIANOID

๐Ÿ” ๐— ๐—ผ๐˜€๐˜ ๐—ฐ๐—ผ๐—บ๐—ฝ๐—ฎ๐—ป๐—ถ๐—ฒ๐˜€ ๐˜๐—ต๐—ถ๐—ป๐—ธ ๐—ป๐—ฒ๐˜๐˜„๐—ผ๐—ฟ๐—ธ ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—ถ๐˜€ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐˜๐—ผ๐—ผ๐—น๐˜€.

๐Ÿ” ๐— ๐—ผ๐˜€๐˜ ๐—ฐ๐—ผ๐—บ๐—ฝ๐—ฎ๐—ป๐—ถ๐—ฒ๐˜€ ๐˜๐—ต๐—ถ๐—ป๐—ธ ๐—ป๐—ฒ๐˜๐˜„๐—ผ๐—ฟ๐—ธ ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—ถ๐˜€ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐˜๐—ผ๐—ผ๐—น๐˜€. Firewalls. WAFs. IDS. Monitoring platforms. But the truth is simpler: ๐—ฆ๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐˜€๐˜๐—ฎ๐—ฟ๐˜๐˜€ ๐˜„๐—ถ๐˜๐—ต ๐—ฎ๐—ฟ๐—ฐ๐—ต๐—ถ๐˜๐—ฒ๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ. At RELIANOID, we design our ๐—ฅ๐—˜๐—Ÿ๐—œ๐—”๐—ก๐—ข๐—œ๐—— ๐—Ÿ๐—ผ๐—ฎ๐—ฑ ๐—•๐—ฎ๐—น๐—ฎ๐—ป๐—ฐ๐—ฒ๐—ฟ following the principles of ๐—œ๐—ฆ๐—ข/๐—œ๐—˜๐—– ๐Ÿฎ๐Ÿณ๐Ÿฌ๐Ÿฏ๐Ÿฏ, the international framework for secure netwo..

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@laura_garcia shared a post, 1ย month, 1ย week ago
Software Developer, RELIANOID

๐Ÿ”Ž Understanding IP Forwarding and Security

When deploying load balancers, gateways, or firewalls, IP forwarding directly impacts how traffic moves between interfaces โ€” and how secure your architecture really is. Weโ€™ve created a clear diagram explaining: โœ” What IP forwarding is โœ” When itโ€™s required (L4 vs L7) โœ” The main security risks โœ” Best ..

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@shurup gave ๐Ÿพ to Spotlight on SIG Architecture: API Governance , 1ย month, 1ย week ago.
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@laura_garcia shared a post, 1ย month, 1ย week ago
Software Developer, RELIANOID

๐Ÿš€ ๐—ฆ๐—–๐—”๐—Ÿ๐—˜ ๐Ÿฎ๐Ÿฏ๐˜… โ€“ ๐—ฆ๐—ผ๐˜‚๐˜๐—ต๐—ฒ๐—ฟ๐—ป ๐—–๐—ฎ๐—น๐—ถ๐—ณ๐—ผ๐—ฟ๐—ป๐—ถ๐—ฎ ๐—Ÿ๐—ถ๐—ป๐˜‚๐˜… ๐—˜๐˜…๐—ฝ๐—ผ

๐Ÿ“… March 5โ€“8, 2026 | ๐Ÿ“ Pasadena, California SCALE 23x โ€“ Southern California Linux Expo is back โ€” North Americaโ€™s largest community-run open source conference! Four days of: ๐Ÿ”น Open source innovation ๐Ÿ”น DevOps & cloud-native deep dives ๐Ÿ”น Cybersecurity insights ๐Ÿ”น Hands-on technical workshops ๐Ÿ”น Real commu..

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Flask is an open-source web framework written in Python and created by Armin Ronacher in 2010. It is known as a microframework, not because it is weak or incomplete, but because it provides only the essential building blocks for developing web applications. Its core focuses on handling HTTP requests, defining routes, and rendering templates, while leaving decisions about databases, authentication, form handling, and other components to the developer. This minimalistic design makes Flask lightweight, flexible, and easy to learn, but also powerful enough to support complex systems when extended with the right tools.

At the heart of Flask are two libraries: Werkzeug, which is a WSGI utility library that handles the low-level details of communication between web servers and applications, and Jinja2, a templating engine that allows developers to write dynamic HTML pages with embedded Python logic. By combining these two, Flask provides a clean and pythonic way to create web applications without imposing strict architectural patterns.

One of the defining characteristics of Flask is its explicitness. Unlike larger frameworks such as Django, Flask does not try to hide complexity behind layers of abstraction or dictate how a project should be structured. Instead, it gives developers complete control over how they organize their code and which tools they integrate. This explicit nature makes applications easier to reason about and gives teams the freedom to design solutions that match their exact needs. At the same time, Flask benefits from a vast ecosystem of extensions contributed by the community. These extensions cover areas such as database integration through SQLAlchemy, user session and authentication management, form validation with CSRF protection, and database migration handling. This modular approach means a developer can start with a very simple application and gradually add only the pieces they require, avoiding the overhead of unused components.

Flask is also widely appreciated for its simplicity and approachability. Many developers write their first web application in Flask because the learning curve is gentle, the documentation is clear, and the framework itself avoids unnecessary complexity. It is particularly well suited for building prototypes, REST APIs, microservices, or small to medium-sized web applications. At the same time, production-grade deployments are supported by running Flask applications on WSGI servers such as Gunicorn or uWSGI, since the development server included with Flask is intended only for testing and debugging.

The strengths of Flask lie in its minimalism, flexibility, and extensibility. It gives developers the freedom to assemble their application architecture, choose their own libraries, and maintain tight control over how things work under the hood. This is attractive to experienced engineers who dislike being boxed in by heavy frameworks. However, the same freedom can become a limitation. Flask does not include features like an ORM, admin interface, or built-in authentication system, which means teams working on very large applications must take on more responsibility for enforcing patterns and maintaining consistency. In situations where a project requires an opinionated, all-in-one solution, Django or another full-stack framework may be a better fit.

In practice, Flask has grown far beyond its initial positioning as a lightweight tool. It has been used by startups for rapid prototypes and by large companies for production systems. Its design philosophyโ€”keep the core simple, make extensions easy, and let developers decideโ€”continues to attract both beginners and professionals. This balance between simplicity and power has made Flask one of the most enduring and widely used Python web frameworks.