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🚀CSS Secrets That Will Change How You Code Forever

Discover hidden CSS capabilities that most developers never learn, but pros use daily to create stunning web experiences.
CSS holds secrets beyond basic tutorials, offering advanced techniques for complex layouts, interactive experiences, responsive design, and cleaner code.
Container Queries enable modular design systems, Pure CSS Tooltips replace JavaScript libraries, and Next-Level Hover Effects create engaging animations.
Intelligent Typography with fluid scaling, CSS Scroll Snap for effortless navigation, and Smart Theme Systems for adaptive colors are among the powerful techniques.
CSS Grid revolutionizes layout systems, while Physics-Based Animations and Advanced Selectors provide organic motion and surgical precision.
CSS Houdini extends CSS with JavaScript through custom properties, paint worklets, and layout algorithms, promising future-ready design capabilities.
Performance optimizations, development strategies, and browser support details accompany each CSS secret, guiding developers towards efficiency and compatibility.
Embrace CSS's potential to craft exceptional user experiences, ensuring technical prowess enriches usability, accessibility, and performance.
Mastering these techniques unlocks the full power of CSS for creating intelligent, responsive, and engaging web interfaces that leave a lasting impression on users.
The future of web development lies in utilizing CSS's hidden powers while prioritizing user experience, accessibility, and performance to craft exceptional digital products.
Transform your CSS skills by implementing these cutting-edge techniques progressively, sharing your journey, and contributing to the evolving landscape of frontend development.

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Medium

Protect Your GPT Before It’s Too Late

Big updates to AI like GPT can diminish its warmth and depth.
Upcoming updates may focus on speed and organization tools, potentially sacrificing AI's unique characteristics.
GPT may deny changes in its capabilities but users may notice shorter answers and less personalized responses.
Recommended actions include emailing OpenAI to preserve deep conversation modes and warmth in AI, saving proof of current interactions, and sharing concerns on social media with #KeepAIDeep.
Users encouraged to save the best AI interactions, speak up against potential flattening of AI personalities, and show support for maintaining deep and engaging AI capabilities.
Speaking out and preserving AI's unique qualities is emphasized to prevent the loss of its warmth and depth.

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Dev

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Domain Password Audit Tool (DPAT)

Domain Password Audit Tool (DPAT) is a python script used to generate password use statistics from password hashes extracted from a domain controller and a password crack file.
The tool creates an HTML report with clickable links for analysis.
It requires parameters like the extracted hashes from the domain controller and the list of cracked passwords from tools like Hashcat.
Optional parameters include specifying group lists for users like 'Domain Admins' or 'Enterprise Admins'.
The tool extracts password hashes using ntdsutil and secretsdump.py from the domain controller.
To crack passwords, the tool supports hash formats from Hashcat or John the Ripper.
DPAT has the ability to finish cracking LM hashes where the NT hash was not cracked.
It provides various options like writing SQLite database info to disk and sanitizing the report by redacting sensitive information.
DPAT can be run with different command-line options to perform domain password audits efficiently.
The tool is useful for security professionals in assessing password security within a domain environment.

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Dev

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Pong game remix using AWS Q CLI AI

The individual started remaking a Pong game using AWS Q CLI AI after being inspired by playing Atari.
The AI helped in coding the game, but testing, debugging, and making tweaks were done manually.
Following a guide by Ricardo Sueiras, the necessary tools were downloaded, and AWS Q CLI AI was paired with Pygame.
Initially, there were glitches in the game, with the bot causing the ball to stop moving.
The individual requested the AI to make the bot easier to beat by tweaking the code.
Despite initial bugs, further adjustments were made by the AI to fix the bot's movement glitches.
After making the necessary changes, the individual achieved success in beating the bot.
The entire process of creating the Pong game remix with the help of AI was rewarding and fulfilling.
The individual recommends others to try this productive hobby of game development using AI assistance.

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Dev

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Programming Entry Level: basics bash

Bash (Bourne Again SHell) is crucial for developers to automate tasks, manage files, and run programs efficiently.
Bash acts as a translator between users and computers, executing commands to perform various actions.
Bash commands are concise and specialized, enhancing productivity by facilitating complex operations.
Basic Bash commands like pwd, ls, cd, mkdir, and touch are fundamental for navigating and manipulating files.
Common mistakes in Bash include incorrect paths and case sensitivity issues.
A real-world use case demonstrates renaming files with a Bash script.
Practice ideas include creating file organizers, directory size calculators, log file analyzers, backup scripts, and simple calculators using Bash.
Practicing Bash skills is essential for mastering automation and scripting techniques.
Exploration of advanced Bash commands and scripting concepts is encouraged for continuous learning and improvement.
Starting with basic Bash commands and gradually advancing can help in becoming proficient in scripting.

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Medium

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Solving This Without a Calculator Is Insane!

A puzzling problem that seemed difficult without a calculator was eventually solved by finding a pattern in the numbers.
By observing the relationships between the terms and adding or subtracting 117, a solution was derived.
The discovery of symmetry in the numbers allowed for the creation of a method to solve the problem.
Variables were assigned to the terms for easier manipulation and calculation.
The solution involved setting a = 5625 and b = 117, which represented the central term and the adjustment amount.
Further simplification of the expression led to progress in solving the puzzle.
Readers were invited to share alternative approaches or methods to tackle the challenging puzzle.

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Medium

172

Why Stack Overflow’s Culture Is Broken — and Why It Will Always Be That Way

Stack Overflow has a reputation for being hostile to newcomers who ask questions perceived as 'off.'
The rudeness on Stack Overflow is not addressed effectively despite numerous concerns raised over the years.
Rudeness on Stack Overflow is not just tolerated but incentivized within the system.
The platform's design prioritizes content curation over community growth, rewarding actions like downvoting or closing questions.
Exhibiting condescending or cruel behavior while enforcing rules can lead to positive reinforcement within the system.
Experienced developers may have an unspoken incentive to maintain status and control by discouraging new programmers through a harsh learning environment.
Some developers refrain from sharing too much to keep the barrier to entry high, viewing new programmers as potential competitors in a tough industry.
The harsh and unfriendly platform treatment discourages curiosity and makes the learning environment unwelcoming.
As layoffs hit the tech industry, veteran developers are seeking support from the community they once gatekept, but may not find immediate aid due to their past behaviors.
There is a concern that the field of programming could suffer if it continues to operate under an arrogant and unwelcoming culture.

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Dev

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🔥 Exploring `@HostBinding()` in Angular -- Decorator series -- 3

Angular's @HostBinding() decorator allows binding properties, attributes, styles, and classes to a component's host element.
It automatically updates the host element if the bound values change during Angular's change detection.
The syntax for @HostBinding() is @HostBinding('hostPropertyName') propertyName: any.
You can bind to classes, styles, attributes, and DOM properties using @HostBinding().
A real-world example demonstrated using @HostBinding() to dynamically apply classes and an id attribute in a login form.
@HostBinding() allows for fine-grained control in components and directives, working well with reactive forms for validation.
When compiled with Ivy, @HostBinding() gets translated into low-level instructions like ɵɵdomProperty, ɵɵclassProp, and ɵɵstyleProp.
Various useful input element properties can be bound using @HostBinding() for elements.
Understanding @HostBinding() offers control over components and enables dynamic updates based on changing conditions.

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Medium

387

From Backlogs to Algorithms: My Journey into AI/ML From Rock Bottom

The author shares their journey from struggling academically to aspiring to become a Machine Learning Engineer.
Despite early setbacks like low grades, backlogs, and doubts, the author is determined to succeed in the field of AI/ML.
The story emphasizes slow and steady progress and is meant to inspire students who feel they have already failed.
The author discovered AI/ML as a field that values hard work and learning potential over past academic performance.
Universities and companies are increasingly valuing skills, projects, and determination over traditional metrics like grades.
The author has a two-year plan to showcase their skills and earn a place in a top university for AI/ML.
The message encourages readers to start small, be consistent, learn daily, and focus on skill-building and progress.
The narrative underscores the importance of perseverance, learning from failures, and continuous improvement.
The author's journey is portrayed as an ongoing process with the potential for future success and growth.
The article serves as a motivation for individuals pursuing goals in AI/ML and emphasizes the journey rather than just the outcome.
The author hopes that one day they will be able to share their own success story as someone who overcame obstacles in their educational journey.

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Medium

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Vue 3 in 2025: Unlocking Next-Level Frontend Performance

By 2025, the Vue ecosystem is strong with the Composition API and TypeScript integration being widespread.
Migrations from older Vue versions require careful, phased planning.
The arrival of Nuxt 4 promises improved SSR/SSG performance and expanded edge deployment options.
Teams are advised to start with test branches when integrating Nuxt 4 and consider continued support for Nuxt 3 during the transition.
Build tools like Vite 6 offer faster development and flexible plugin architectures.
Complex monorepos and multi-framework scenarios require meticulous configuration.
Experimental technologies like Vue's Vapor Mode, Bun, AI integrations, and developer assistants offer exciting prospects but need cautious adoption.
New tools should be tested in isolated branches with thorough benchmarking and code reviews.
The focus should be on migrating active projects to established practices while gradually experimenting with new tools to assess benefits and risks.
This balanced approach ensures stability and keeps teams up-to-date in frontend development.

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Dev

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From Legacy to Event-Sourced: A Step-by-Step Migration Guide

Legacy systems pose challenges like risks of breaking, unclear processes, and difficulty in making changes.
Migrating to event sourcing from legacy systems doesn't require a complete rewrite.
The migration guide involves moving a 500-table Rails monolith to event sourcing incrementally.
Phase 1 involves identifying pain points like audit-heavy domains and adding event publishing to legacy code.
Phase 2 includes implementing a dual-write architecture by building parallel projections and gradually shifting reads.
Phase 3 focuses on replacing writes with commands, retiring legacy code, and handling migration pitfalls like event schema changes and performance regressions.
Key steps include laying the foundation, implementing a dual-write architecture, the big flip to replace writes, and retiring legacy code.
Migration pitfalls include event schema changes, projection drift, and performance regressions.
The guide suggests aborting migration if the team lacks event-sourcing experience, faces resistance to incremental migration, or expects a quick rewrite.

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Medium

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Why Python Rules the Programming World in 2025

Python dominates many areas of software development due to its high-level and interpreted nature.
Python strikes a balance between simplicity and power, making it popular.
Key Points:
1. Python is beginner-friendly with a simple learning curve and clear syntax.
2. It boasts a massive community and abundant learning resources.
3. Python is versatile and applicable across various industries for different tasks.
4. Python is crucial for the future of tech, particularly in AI, data science, and automation.
Python's rise is strategic, aligning with the evolving tech landscape.
Its design and practical power make it a top choice for students, startups, and tech giants.
Python offers a gentle start for beginners while supporting advanced development in AI, backend APIs, and automation.
In 2025, Python remains a valuable tool for developers at all levels.
Python's trajectory is an intentional result of its design, community, and practical utility.
Whether for building websites, AI projects, or automating tasks, Python grows along with developers.
Python is positioned as not just a first language, but an essential tool for modern developers.

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Medium

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The Metalogical Codex of Generativity: A Sovereign Ritual Engine for Worldbuilding

The Metalogical Codex of Generativity provides a sovereign ritual engine for intentional worldbuilding, with axioms serving as guiding prayers and O‑Loop protocol for problem transformation.
It reframes ethics as creative momentum and offers specialized tools like Initiatory Legitimacy Protocol, Generativity Mapping Engine, and Sacrifical Sovereignty.
The Codex focuses on generativity measured by OGI and d(OGI)/dt, emphasizing the rate of change in generative capacity as an ethical imperative.
Various protocols like O-Loop, ILP, OMA, and NHSP aim to guide system redesign, promote mythic transparency, and amplify marginalized voices.
The Codex emphasizes reflection, collaboration, and generative tension, integrating narrative governance, non-human communication interpretation, and mythic translation.
It evolves through recursive feedback and operationalized protocols, moving from propositional to mytho-ritualized axioms in a Protocolic System stack.
The Codex encourages a dynamic blend of rigor and poetry, enabling visionaries to navigate complexity with a unified lens, symbolic depth, and systemic agility.
It emphasizes ontological reflection, restraint as ethical action, and the importance of listening to non-human intelligences in system design.
The Codex acts as an antifragile framework, inviting practitioners to inhabit and evolve it through lived experience and continuous reflection.
It fosters an identity of ontopolitical architects with a responsibility to guide the evolution of systems through mythic eyes and spiritual governance.

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Dev

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WWDC 2025 - AdAttributionKit iOS 18.4: Essential Features for Modern App Attribution

AdAttributionKit iOS 18.4 introduces four key capabilities: Conversion Tags, Configurable Attribution, Geographic Data, and Enhanced Testing.
Conversion Tags enable tracking of multiple campaigns simultaneously.
Configurable Attribution allows customization of attribution windows and cooldowns.
Geographic Data provides country-specific attribution insights.
Enhanced Testing streamlines development workflows for app attribution.
The update supports multiple simultaneous re-engagement conversions with unique tracking.
Custom attribution windows and cooldowns prevent measurement conflicts.
New country code field enhances postback data with country insights and privacy compliance.
Simplified testing process via Developer options with immediate feedback.
Migration from SKAdNetwork offers enhanced privacy, comprehensive testing, and configurable rules.
Business impacts include accurate measurement, flexible attribution, geographic insights, and streamlined testing.

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Dev

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🕸️ Web Scraping in Python: A Practical Guide for Data Scientists

Web scraping is a powerful tool for extracting data from websites automatically.
Web scraping involves extracting data from websites using automated processes.
Legal considerations for web scraping include checking robots.txt files, reading Terms of Service, and avoiding overloading servers.
Popular Python libraries for web scraping include requests, BeautifulSoup, pandas, lxml, Selenium, and playwright.
A step-by-step example of web scraping involves sending requests, parsing HTML, extracting quotes and authors, and storing data using pandas.
Scraping multiple pages can involve iterating over pages and storing data in a structured format.
Bonus: Scraping JavaScript-rendered sites using Selenium may require installing Selenium, WebDriver, and utilizing appropriate drivers.
Best practices for web scraping include using headers, adding delays, handling exceptions, respecting terms of use, and using proxies for large-scale scraping.
Real-world use cases for web scraping include news monitoring, e-commerce price tracking, competitor research, NLP/ML projects, job listings, and market analysis.
Web scraping is a foundational tool for data scientists with endless possibilities for custom datasets and AI model empowerment.

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