#Optimization Toolbox

[red-dragon-archfiend]

One of the most fun things you can do in D&D is play a character that can fight with weapons AND cast spells, but the important thing to realize is that with few exceptions a character is not going to be as good at both as more dedicated classes. I.e., an Eldritch Knight is not as good at spellcasting as a Wizard, and a Bladesinger is not as good at swordplay as a Fighter. This can be disappointing, especially for subclasses dedicated to the concept, but I think the important thing to consider is, if spellcasters could be as good at fighting and tanking as a martial class, then the martial class would be totally undermined. If the War Cleric could fight as well as a Paladin could, why would you ever play a Paladin? If you're going to play a martial-caster hybrid like that, the best place to play them is in a very small party, where flexibility is more important. In a larger party that has all of the essential roles covered, it's more important to emphasize your class's core strengths than to favor flexibility.

[modmad]

I need you all to appreciate that, due to a year of this shit, Engineer now has expertise in perception AND a level in rogue and yes I think this was worth it

an animation based on old discussion regarding engineer asking for volunteers to help him with his reflective magic  

The engineer is @modmad‘s and larry is @yunisverse​‘s

[fairmaiden8]

Inside Google's SEO Toolbox: The Essential Tools You Need to Know About

Welcome to the world of SEO tools! Search Engine Optimization (SEO) is a crucial aspect of digital marketing that helps businesses improve their online visibility, attract more traffic and generate leads. In this blog post, we will explore some of the essential SEO tools you need to know about to boost your website’s performance on search engines like Google. Introduction to SEO Tools: Before…

[thepersonalwords]

Social orientation can be used to your advantage to make a great first impression; however, it can also backfire when we violate the boundaries of someone else’s personal space. Awareness of space, orientation, and proximity is a powerful tool for your relationship toolbox.

Susan C. Young, The Art of Body Language: 8 Ways to Optimize Non-Verbal Communication for Positive Impact

[sensualnoiree]

astro notes: balancing elements for optimal well-being

In the intricate tapestry of astrological understanding, the concept of every sign being your tool can be enlightening. It's a realization that within each of us, the celestial alignment at our birth contributes distinct traits and predispositions, yet these elements can sometimes tip out of balance. Much like a well-stocked toolbox, astrology offers an array of therapeutic approaches derived from signs, planets, and elements to restore equilibrium.

Understanding the interplay between elements, signs, and planets forms the foundation of utilizing diverse healing tools aligned with specific astrological influences. Elemental balance is pivotal; an excess or deficiency in any element can manifest in physical or emotional symptoms. For instance, an overabundance of water might contribute to gut issues or melancholy.

Astrologically, elements influence and regulate each other. Fire fuels and controls air, while earth grounds and regulates water. To restore elemental equilibrium within the body, employing opposing or complementary elements becomes crucial. This metaphorical perspective translates into tangible practices: stoking fire when feeling sluggish, airing out excess air when feeling scattered, grounding earth when feeling unmoored, or calming overflowing water when faced with emotional turbulence.

Moreover, delving deeper into zodiac signs unveils their relationships and synergies. Sign pairs situated opposite each other in the birth chart, known as polarities or sister signs, possess complementary energies. Collaborating rather than fluctuating like a seesaw enhances their effectiveness. Aries finds harmony with Libra, Taurus aligns with Scorpio, and so forth.

These sign relationships extend beyond mere symbols; they resonate within the human body. Disruptions in the harmonious functioning of complementary signs can lead to health imbalances. Remedies lie within understanding these connections; employing Scorpio's tools to alleviate Taurus-related issues or tapping into Aries' nutritional suggestions to aid a Libra's blood sugar instability.

The dynamic cosmic movements, such as planets traversing through different signs, exert influences that extend across the astrological spectrum. For instance, if planets in Capricorn affect your Cancer moon, exploring Capricorn's astrological insights might refine your self-care regimen.

A structured approach to employing astrological insights involves asking pertinent questions. Is the remedy hot, cold, wet, or dry? Which signs or planets exhibit these qualities? Which body functions does it target, and which signs or planets govern them? Understanding how remedies resonate with elemental qualities, signs, and planetary influences enhances their efficacy.

In essence, delving into astrological health reveals a wealth of knowledge beyond the conventional. It empowers individuals to utilize diverse astrological tools for holistic well-being. As above, so below—a symphony of cosmic energies orchestrates the dance of life, and within its rhythm lies the key to harmonious existence.

𝘛𝘩𝘪𝘴 𝘪𝘴 𝘣𝘪𝘵 𝘰���� 𝘢 𝘴𝘩𝘰𝘳𝘵𝘦𝘳 𝘱𝘪𝘦𝘤𝘦 𝘰𝘯 𝘵𝘩𝘪𝘴 𝘵𝘰𝘱𝘪𝘤. 𝘐𝘧 𝘺𝘰𝘶 𝘸𝘢𝘯𝘯𝘢 𝘴𝘦𝘦 𝘮𝘰𝘳𝘦 𝘰𝘯 𝘱𝘦𝘳𝘴𝘰𝘯𝘢𝘭 𝘯𝘢𝘵𝘢𝘭 𝘰𝘣𝘴𝘦𝘳𝘷𝘢𝘵𝘪𝘰𝘯𝘴 𝘥𝘰𝘯'𝘵 𝘩𝘦𝘴𝘪𝘵𝘢𝘵𝘦 𝘵𝘰 𝘳𝘦𝘢𝘤𝘩 𝘰𝘶𝘵! 𝘔𝘺 𝘢𝘴𝘬 𝘣𝘰𝘹 𝘪𝘴 𝘢𝘭𝘸𝘢𝘺𝘴 𝘰𝘱𝘦𝘯!

𝘛𝘩𝘢𝘯𝘬 𝘺𝘰𝘶 𝘴𝘰 𝘮𝘶𝘤𝘩 𝘧𝘰𝘳 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘩𝘢𝘷𝘦 𝘢 𝘨𝘳𝘦𝘢𝘵 𝘥𝘢𝘺 🤸🏿‍♀️

For more info follow me here! 🤸🏿‍♀️

[klanced]

you Must speak on what makes keith a barbie. for the people

1. comically large skill set

barbie MUST be highly skilled at an EXPANSIVE number of things. i am of course alluding to the sheer number of careers barbie has had (over 200!!!!). a barbie must be able to somehow solve every problem she encounters by drawing on her staggeringly large toolbox of Things and Stuff. and keith, to me, fits this bill better than lance.

the other day i was joking about how keith is the most guy of all time, and i stand by that. i think keith has worked a surprising number of jobs considering how young he is. i firmly believe keith has a weird amount of skills and trades under his belt, and with them, he can at least brute force his way through any problem he encounters.

i just think keith can do way more things than lance. BUT, and this is important, most of the things he can do are not life-savingly important. keith is not smarter than lance, he just knows things like how to do the heimlich maneuver on dogs, the best way to select a watermelon (organized by variety and season), how to ground an electric fence, etc.

2. simple zest for life

another defining characteristic of barbie is her simple zest for life. this is not to be confused with like........ idk, constant optimism and being an extrovert (although barbie is pretty optimistic). i just think barbie goes through life pretty confident in herself, and it helps her move through the world feeling very unbothered. it's about being satisfied and content.

i think keith operates in a similar way. like he does the things he does because he thinks it's the best way forward, and then he just does it. lance, meanwhile, is bogged down by a lot of anxiety about himself and his place in the world. keith also has a lot of anxiety about his identity, because of how much is completely unknown to him, but he's not afraid of the not knowing. (well, until the galra thing becomes a possibility, then he has a lot of feels about that.) but besides that, keith in the face of a self-crisis is just like "yeah ok whatever. can i go now? i have to go change the oil in my speeder." like he has shit to do, y'know? like who cares. his dog likes to go on walks at specific times in the day, he doesn't have time for this.

also can we be real for a second. if lance went as barbie for halloween he'd prepare like a million different reasons/justifications for why he's wearing this neon pink cowboy vest and bell bottoms. meanwhile keith would roll into the party dressed as cowgirl barbie purely because he saw the movie and liked the outfit enough to remember and wear it. no further thought.

3. serving cunt

look. i'm just going to be frank with you all: i think keith can, has, and will outserve lance any day of the week. like i'm sorry, but unless we all start getting real desperate with our fanon, that's just the plain truth.

you can put lance in a crop top all you want, but keith's p*ssy p*ps s*verely!!!!!!!!!!!!!!!!!

[krisp-xyz]

Found your work. You inspired me to take another shot at technical art and graphics programming. Do you recommend any specific resources for getting started and beyond?

Thanks so much! Really glad I could inspire you to do that bc graphics and tech art things are so much fun :D

(Also sorry for the late response. I've been a bit busy and was also thinking about how I wanted to format this)

I'm mostly self taught with a lot of stuff and have done lots of research on a per-project basis, but Acerola and Freya Holmer are two of my favorite channels for learning graphics or technical art things. Shadertoy is also an amazing resource to not only create and view other's shaders, but learn about algorithms and see how people do things!

While I don't have many general resources. I'll steal these resources for graphics programming that Acerola shared in his discord server:

For getting started with graphics engine development: DX11: https://www.rastertek.com/tutdx11s3.html OpenGL: https://learnopengl.com/ DX12: https://learn.microsoft.com/en-us/windows/win32/direct3d12/directx-12-programming-guide Vulkan: https://vulkan-tutorial.com/

For getting started with shaders: catlikecoding: https://catlikecoding.com/unity/tutorials/rendering/ the book of shaders: https://thebookofshaders.com/ daniel ilett's image effects series: https://danielilett.com/2019-04-24-tut1-intro-smo/

For getting started with compute shaders: Kyle Halladay: http://kylehalladay.com/blog/tutorial/2014/06/27/Compute-Shaders-Are-Nifty.html Ronja: https://www.ronja-tutorials.com/post/050-compute-shader/ Three Eyed Games (this one teaches ray tracing AND compute shaders, what a bargain!): http://three-eyed-games.com/2018/05/03/gpu-ray-tracing-in-unity-part-1/

I also wanted to talk a little bit about I do research for projects!

A lot of my proficiency in shaders just comes from practice and slowly building a better understanding of how to best utilize the tools at my disposal, almost like each project is solving a puzzle and I want to find the most optimal solution I can come up with.

This is definitely easier said than done and while a lot of my proficiency comes from just doodling around with projects and practicing, I understand that "just practice more lol" is a boring and kinda unhelpful answer. When it comes to projects like my lighting engine, I came up with a lot of the algorithm stuff myself, but there were certainly lots of details that I learned about from past projects and research like ray marching (calculating the ray intersection of a distance function) and I learned about the jump flood algorithm from a tech artist friend (calculating distance functions from textures)

Each new algorithm you learn in various projects ends up being another tool in your toolbox, and each project becomes a combination of researching new tools and applying the tools you've learned in the past.

One last example. I made a Chladni plate simulation in blender (that thing where you put sand on a metal plate and play noises and it makes patterns) and it started with me researching and looking up chladni plates, I watched youtube videos related to why the sand forms the patterns it does, which ended up being due to how the sound waves displaced the plane. I googled some more and found the actual equation that represents it, and used it to simulate particle motion.

Figure out some projects you want to do and just do some googling or ask for help in game dev discord servers or whatever. Lot's of research on a per-project basis is honestly how you'll learn the most imo :3

[govindhtech]

AI Frameworks Help Data Scientists For GenAI Survival

AI Frameworks: Crucial to the Success of GenAI

Develop Your AI Capabilities Now

You play a crucial part in the quickly growing field of generative artificial intelligence (GenAI) as a data scientist. Your proficiency in data analysis, modeling, and interpretation is still essential, even though platforms like Hugging Face and LangChain are at the forefront of AI research.

Although GenAI systems are capable of producing remarkable outcomes, they still mostly depend on clear, organized data and perceptive interpretation areas in which data scientists are highly skilled. You can direct GenAI models to produce more precise, useful predictions by applying your in-depth knowledge of data and statistical techniques. In order to ensure that GenAI systems are based on strong, data-driven foundations and can realize their full potential, your job as a data scientist is crucial. Here’s how to take the lead:

Data Quality Is Crucial

The effectiveness of even the most sophisticated GenAI models depends on the quality of the data they use. By guaranteeing that the data is relevant, AI tools like Pandas and Modin enable you to clean, preprocess, and manipulate large datasets.

Analysis and Interpretation of Exploratory Data

It is essential to comprehend the features and trends of the data before creating the models. Data and model outputs are visualized via a variety of data science frameworks, like Matplotlib and Seaborn, which aid developers in comprehending the data, selecting features, and interpreting the models.

Model Optimization and Evaluation

A variety of algorithms for model construction are offered by AI frameworks like scikit-learn, PyTorch, and TensorFlow. To improve models and their performance, they provide a range of techniques for cross-validation, hyperparameter optimization, and performance evaluation.

Model Deployment and Integration

Tools such as ONNX Runtime and MLflow help with cross-platform deployment and experimentation tracking. By guaranteeing that the models continue to function successfully in production, this helps the developers oversee their projects from start to finish.

Intel’s Optimized AI Frameworks and Tools

The technologies that developers are already familiar with in data analytics, machine learning, and deep learning (such as Modin, NumPy, scikit-learn, and PyTorch) can be used. For the many phases of the AI process, such as data preparation, model training, inference, and deployment, Intel has optimized the current AI tools and AI frameworks, which are based on a single, open, multiarchitecture, multivendor software platform called oneAPI programming model.

Data Engineering and Model Development:

To speed up end-to-end data science pipelines on Intel architecture, use Intel’s AI Tools, which include Python tools and frameworks like Modin, Intel Optimization for TensorFlow Optimizations, PyTorch Optimizations, IntelExtension for Scikit-learn, and XGBoost.

Optimization and Deployment

For CPU or GPU deployment, Intel Neural Compressor speeds up deep learning inference and minimizes model size. Models are optimized and deployed across several hardware platforms including Intel CPUs using the OpenVINO toolbox.

You may improve the performance of your Intel hardware platforms with the aid of these AI tools.

Library of Resources

Discover collection of excellent, professionally created, and thoughtfully selected resources that are centered on the core data science competencies that developers need. Exploring machine and deep learning AI frameworks.

What you will discover:

Use Modin to expedite the extract, transform, and load (ETL) process for enormous DataFrames and analyze massive datasets.

To improve speed on Intel hardware, use Intel’s optimized AI frameworks (such as Intel Optimization for XGBoost, Intel Extension for Scikit-learn, Intel Optimization for PyTorch, and Intel Optimization for TensorFlow).

Use Intel-optimized software on the most recent Intel platforms to implement and deploy AI workloads on Intel Tiber AI Cloud.

How to Begin

Frameworks for Data Engineering and Machine Learning

Step 1: View the Modin, Intel Extension for Scikit-learn, and Intel Optimization for XGBoost videos and read the introductory papers.

Modin: To achieve a quicker turnaround time overall, the video explains when to utilize Modin and how to apply Modin and Pandas judiciously. A quick start guide for Modin is also available for more in-depth information.

Scikit-learn Intel Extension: This tutorial gives you an overview of the extension, walks you through the code step-by-step, and explains how utilizing it might improve performance. A movie on accelerating silhouette machine learning techniques, PCA, and K-means clustering is also available.

Intel Optimization for XGBoost: This straightforward tutorial explains Intel Optimization for XGBoost and how to use Intel optimizations to enhance training and inference performance.

Step 2: Use Intel Tiber AI Cloud to create and develop machine learning workloads.

On Intel Tiber AI Cloud, this tutorial runs machine learning workloads with Modin, scikit-learn, and XGBoost.

Step 3: Use Modin and scikit-learn to create an end-to-end machine learning process using census data.

Run an end-to-end machine learning task using 1970–2010 US census data with this code sample. The code sample uses the Intel Extension for Scikit-learn module to analyze exploratory data using ridge regression and the Intel Distribution of Modin.

Deep Learning Frameworks

Step 4: Begin by watching the videos and reading the introduction papers for Intel’s PyTorch and TensorFlow optimizations.

Intel PyTorch Optimizations: Read the article to learn how to use the Intel Extension for PyTorch to accelerate your workloads for inference and training. Additionally, a brief video demonstrates how to use the addon to run PyTorch inference on an Intel Data Center GPU Flex Series.

Intel’s TensorFlow Optimizations: The article and video provide an overview of the Intel Extension for TensorFlow and demonstrate how to utilize it to accelerate your AI tasks.

Step 5: Use TensorFlow and PyTorch for AI on the Intel Tiber AI Cloud.

In this article, it show how to use PyTorch and TensorFlow on Intel Tiber AI Cloud to create and execute complicated AI workloads.

Step 6: Speed up LSTM text creation with Intel Extension for TensorFlow.

The Intel Extension for TensorFlow can speed up LSTM model training for text production.

Step 7: Use PyTorch and DialoGPT to create an interactive chat-generation model.

Discover how to use Hugging Face’s pretrained DialoGPT model to create an interactive chat model and how to use the Intel Extension for PyTorch to dynamically quantize the model.

Read more on Govindhtech.com

[janetjacksonseo]

🚀 Boost your SEO game with Group Buy SEO Tools! 📈💪

If you're looking to take your website's visibility and rankings to the next level, Group Buy SEO Tools are the way to go. In this thread, I'll explain what they are and why they can be a game-changer for your online presence. 🧵👇

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Here's how it works:

1️⃣ Join a Group Buy SEO Tools service: There are several providers out there offering access to a variety of SEO tools. Choose a reliable one and sign up for their service.

2️⃣ Get access to premium tools: Once you've joined, you'll gain access to a dashboard where you can select and use the SEO tools you need. These tools are often the same ones used by professionals and agencies.

3️⃣ Enjoy the benefits: By using Group Buy SEO Tools, you can perform keyword research, track rankings, analyze competitors, optimize on-page SEO, and much more. It's like having an entire SEO toolbox at your disposal!

The advantages of using Group Buy SEO Tools are numerous:

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So, if you're looking to level up your SEO game without breaking the bank, give Group Buy SEO Tools a try. With their affordability and extensive tool selection, you'll have all the resources you need to dominate the search engine rankings! 🏆🔍

#SEO #GroupBuy #Tools #DigitalMarketing #Rankings #Visibility

[aokozaki]

Opus Magnum is the best game of all time because it's about inventing solutions using a toolbox of parts, encouraging you to optimize your solution along three categories (part cost, steps/cycles required, and space taken up), and then letting you export a looping gif of your solution.

Anyway this is slow, but cheap and compact! HAHAHA! YESSSSSS~

[capstonees]

BIM Careers: Building Your Future in the Digital AEC Arena

The construction industry is undergoing a digital revolution, and BIM (Building Information Modeling) is at the forefront. It's no longer just a fancy 3D modeling tool; BIM is a collaborative platform that integrates data-rich models with workflows across the entire building lifecycle. This translates to exciting career opportunities for those who can harness the power of BIM.

Are you ready to step into the octagon of the digital construction arena? (Yes, we're keeping the fighting metaphor alive!) Here's a breakdown of the in-demand skills, salary ranges, and future prospects for BIM professionals:

The In-Demand Skillset: Your BIM Arsenal

Think of your BIM skills as your tools in the digital construction toolbox. Here are the top weapons you'll need:

BIM Software Proficiency: Mastering software like Revit, ArchiCAD, or Navisworks is crucial. Understanding their functionalities allows you to create, manipulate, and analyze BIM models.

Building Science Fundamentals: A solid grasp of architectural, structural, and MEP (mechanical, electrical, and plumbing) principles is essential for creating BIM models that reflect real-world construction realities.

Collaboration & Communication: BIM thrives on teamwork. The ability to collaborate effectively with architects, engineers, and other stakeholders is paramount.

Data Management & Analysis: BIM models are data-rich. Being adept at data extraction, analysis, and interpretation unlocks the true potential of BIM for informed decision-making.

Problem-Solving & Critical Thinking: BIM projects are complex. The ability to identify and solve problems creatively, while thinking critically about the design and construction process, is invaluable.

Salary Showdown: The BIM Payday Punch

Now, let's talk about the real knock-out factor – salaries! According to Indeed, BIM professionals in the US can expect an average annual salary of around $85,000. This number can vary depending on experience, location, and specific BIM expertise. Entry-level BIM roles might start around $60,000, while BIM Managers and BIM Specialists with extensive experience can command salaries exceeding $100,000.

Future Forecast: A Bright BIM Horizon

The future of BIM is bright. The global BIM market is projected to reach a staggering $8.8 billion by 2025 (Grand View Research). This translates to a continuous rise in demand for skilled BIM professionals. Here are some exciting trends shaping the future of BIM careers:

BIM for Specialty Trades: BIM is no longer just for architects and engineers. We'll see increased adoption by specialty trades like HVAC technicians and fire protection specialists.

Integration with AI and Machine Learning: Imagine BIM models that can predict potential issues or suggest optimal design solutions. AI and machine learning will revolutionize BIM capabilities.

VR and AR for Enhanced Collaboration: Virtual Reality (VR) and Augmented Reality (AR) will allow for immersive BIM model walkthroughs, facilitating better collaboration and design communication.

Ready to Join the BIM Revolution?

The BIM landscape offers a dynamic and rewarding career path for those with the right skills. If you're passionate about technology, construction, and shaping the future of the built environment, then BIM might be your perfect career match. So, hone your skills, embrace the digital revolution, and step into the exciting world of BIM with Capstone Engineering!

[solaria-creates]

Rewind the Mechanic: 1.3K Words

One might call Rewind a fixture, or a bolt, or a panel, something nondescript yet so obviously essential. Handy translation, her specialty, has made her a revered piece of the Ground Zero Encampment. Nearly everyone has enough theoretical knowledge to draw up a schematic for one thing or another, an optimized renewable energy structure, the layout of a community hall, mech pollinators, the list goes on and on and on of the ingenuity of these people. However, few could just pick up a toolbox half full and make the first versions of these things in a matter of days. Manifesting, taking stubborn scrap and metamorphosing it with forceful fingers and eyes that could see the steps something must take to become something changed. No matter how aloof or on the fringe she may seem, she is elbow deep in the guts of Ground Zero’s operations, so perceptive of its machinations that she could reassemble the infrastructure even if it all were to be blown to smithereens. Hopefully not a future coming anytime soon, but Rewind isn’t one to flinch away from blunt truths and harsh realities.

Prone to insomnia, during the time that stretches into one long day, one stretch of darkness finally relenting to become night, she will stare into a mirror for hours and hours. There is not much stranger than her manner, she is quite ordinary looking all things considered. With a stockier build, ideal and honed for holding heavy machinery and tools for long days, straw blond, wavy hair, and deep set eyes with bruise-like, violent eye bags that make her thin eyes sit in sockets with no skin; stark and unnerving. A soft, round face, a small mouth, and a quiet gait that makes her appear out of thin air into the most private of conversations. A mechanic who works and works and works, enamoured with the anatomy of machinery, its infinite configurations, as if she was a god revelling in the potential of carbon and oxygen. However, despite her love of these components, like most people who carve a role for themselves in the revolution, she still fosters a deep resentment for what they have twisted the human future into. Something removed and distanced from the very beauty that mech and tech compliment. It has twisted her too, although she does not like to think too deeply about it. Only when staring into the mirror, imagining the face she could have grown into, imagining a young person who has small, resembling quirks of their parents.

Families often have a pride in their own beliefs, an assuredness that they know the best outcome, the utopia that their child would imagine in a brain still trying to understand light, warmth, and hunger. Rewind was once that young, as some people are, too small to comprehend a future of immortal stasis, of an unending infancy. Her original family was well off and excited to breach into a future of eternal satisfaction, of unending happiness. To upload their family’s consciousness into a server of previously rich, yet still high status minds was the dream of the modern age. While in the present, her own tired eyes boring into her reflection’s, she will wonder what that baby looked like. If that small nose was slightly down turned instead of its current upturned-ness. If she would have stopped growing at five-foot three, or if her legs would have been long and lithe; like a dancer instead of a survivor, or a mechanic. She wonders if her mind changed, or if she had once been in a boy's body, or if she had a strawberry birthmark stretching along her shoulder blades. Questions that encircle one another, and before finding prey out of an answer, rip and tear into each other out of desperation. 

Blame doesn’t fall upon anybody in this situation, because she knows it wasn’t wrong. To steal her away in the wee hours of the morning before her parents would awake, to ensure that she could live a life she desired and could choose the outcome of, wasn’t wrong. In these contemplative nights, sometimes she will rip her hungry gaze away from her own face, and look out into the shapeless form of the night sky and wonder where her caretaker had gone after dropping her off at the Labyrinth outside of Ground Zero. After acquiring black market genetic rewriting and aesthetic morphs for the both of them, she can attribute most of her formative memories to being on the run with her nanny on the outskirts of Cityside. Small juice pouches being the greatest snacks, cold nights in host’s basements and communal breakfasts the next morning, dancing in the streets and playing tag with other children in community built playgrounds, nothing was linear about that time, but it wasn’t unpleasant. Her first memory of invention haunts the back of her eyelids, sleeping softly in the pits around her eyes, which was building a pulley system to set a wild wind chime’s song alight all the way from across the street. Sometimes she hears the shop’s owner’s laughter in the kids of today, and sees her silhouette leaning out her shop’s door waving her over as her small voice explains how she hid the thread through plants that poked their way through the concrete of the street. It is a memory that beckons her to the past often, but she pushes her mind back to the mirror, and the wrench in her hand, and the pile of scrap building up in the bins that litter her room. 

Guiltily, she imagines what she might have grown into, or where her parents and nanny are today, or whether or not there will be a place for her passions after tech and mech are continued to be demonized by the fear that continues to consume the revolutionaries. In her fits of anxieties, she weaves her fingers between the pet chicken’s feathers, both of their soft clucking echoing softly through the room. Part of her tries to outrun her thoughts, that don’t seem to be a part of her mind, but instead an organism that writhes around and is only observed or commented on by her brain. Rocking back and forth, she rubs her hands back and forth over the rough denim of her jeans, and huffs to reset the pattern of her breathing. One moment at a time, one day at a time. Allowing the lives of the present and past to be so distinct, so separate, is distressing, but she tries not to let it take over any other moments except for the weak ones before sleep. Rewind does not understand the events and schematics that brought her to this face, this life, and this mind, and there is nothing more she resists than the desire to commit to that unravelling of mystery. There are more important things to be doing, and people much more important than a pair of idiots who would let a brand new life forever remain as an unfinished idea, or an unfulfilled potential. 

To follow social structure always seemed like a waste of a time, and to be honest, if her nanny came through her front door, she would not invite her for breakfast or ask her where she had been all these years. She would ask for the likeness of her past self, of her parents, and draw a form in the mirror she could overlay with her own, hoping to glean a sense of closure. To know that this freedom was a choice she would have made, that this life thrust upon her was just as good manufactured as it would have been wild. That night, just before she drifts off to sleep, she will crack open her eyes to watch the stars glint in the mirror from the vastness just outside her window.

-=+=-

This is for my current Novel project about a cyberpunk dystopia, the main story taking place within a solarpunk revolutionary encampment called Ground Zero, where the very essence of the body and mind has been commodified by the people in power over hundreds of years for,,, unclear reasons. Therefore the definition of those things is constantly being rewritten and redefined by all the communities of people affected by this power dynamic. Rewind is not the MC, but she is probably one of my favourite characters I've written and fleshed out. Hope you enjoyed reading!!

[allproducts81]

Level Up Your Instagram Game: A Resounding Review of Instagram Academy Pro Digital Membership Area

I've been using Instagram for years, both personally and for my small business. While I knew the basics, I felt stuck in a rut. My follower growth was stagnant, and my engagement wasn't what I'd hoped for. Determined to take things to the next level, I decided to invest in the Instagram Academy Pro Digital Membership Area. Let me tell you, it's been a game-changer!

Content Galore: A Feast of Instagram Knowledge

The membership area is a treasure trove of valuable information. There are over 150 HD video lessons, covering everything from profile optimization and captivating content creation to mastering the algorithm and growing your following organically. The instructors are engaging and knowledgeable, breaking down complex concepts into easy-to-understand steps. I particularly loved the in-depth modules on Instagram Reels and Stories – they've given me a fresh perspective and a ton of creative ideas.

Actionable Strategies: Putting Knowledge into Practice

The program doesn't just throw information at you; it equips you with actionable strategies to implement right away. The "Instagram Toolbox" section is a goldmine! It houses all the tools the instructors themselves use to achieve success on the platform. From finding the best editing apps to scheduling posts and analyzing insights, it provides a comprehensive toolkit to streamline your workflow and maximize your impact. Additionally, the 6-Week Action Plan, complete with checklists, workbooks, and exercises, keeps you focused and motivated, ensuring you see tangible results.

Community Support: A Network of Like-Minded Individuals

One of the most unexpected benefits has been the incredible community aspect. The membership area boasts a vibrant online forum where you can connect with other members, share experiences, ask questions, and get feedback. It's a fantastic space to learn from each other and stay inspired. I've found the community to be incredibly supportive and encouraging, which has been invaluable on my Instagram journey.

Results Speak Volumes: A Measurable Impact

Since joining Instagram Academy Pro, I've seen a significant improvement in my Instagram presence. My follower count has grown steadily, and my engagement has skyrocketed. I'm now creating content that resonates with my audience, and I'm seeing a real shift in brand awareness. More importantly, I'm feeling more confident and strategic in my approach to Instagram.

Overall, the Instagram Academy Pro Digital Membership Area has been an excellent investment. It's packed with valuable content, actionable strategies, and a supportive community. If you're serious about growing your Instagram presence, I highly recommend giving it a try!

[mercyjuliet1512]

Revolutionizing Web Testing: A Deep Dive into Selenium's Automation Dynamics

In the rapidly evolving digital arena, the assurance of flawless functionality, optimal performance, and responsiveness of web applications is a non-negotiable aspect of software development. Selenium, an open-source automation framework, emerges as a formidable force in achieving these objectives. In this comprehensive exploration, we will delve into the intricacies of Selenium, unraveling its role in automation, dissecting the components comprising its toolkit, and understanding its profound impact on modern web testing practices.

1. Decoding Selenium: A Core Element of Automation Mastery

At its essence, Selenium represents a suite of tools meticulously crafted to automate web browsers. This automation plays a pivotal role in the testing domain, where the simulation of user interactions is imperative for validating the functionality and performance of web applications. Beyond testing, Selenium significantly contributes to the efficiency and reliability of the software development lifecycle.

2. The Toolbox Essentials: Navigating Selenium's Arsenal

Selenium's toolkit comprises three indispensable components, each serving a distinct purpose in the automation journey.

Selenium IDE:

Selenium IDE, a browser extension, simplifies the recording, editing, and debugging of tests. With a user-friendly interface, testers can effortlessly create and modify test cases.

Selenium WebDriver:

The crux of Selenium lies in WebDriver, a tool facilitating interaction with web browsers through diverse programming languages. This component is instrumental in crafting dynamic and programmable test scripts.

Selenium Grid:

Selenium Grid acts as a scalable solution enabling parallel test execution across multiple machines and browsers. This feature expedites the testing process by distributing test cases effectively.

3. Language Flexibility: Adaptable Automation at its Finest

A standout feature of Selenium is its support for multiple programming languages, including Java, Python, C#, and Ruby. This flexibility empowers testers and developers to harness Selenium's capabilities within their preferred programming language, fostering seamless integration into existing workflows.

4. Cross-Browser Compatibility: Ensuring Uniformity in Diversity

Selenium's prowess shines in its ability to conduct cross-browser testing with efficiency. In the era where web applications must perform consistently across various browsers, Selenium ensures uniformity in testing scenarios across Chrome, Firefox, Safari, and more. This cross-browser compatibility is paramount for delivering a consistent user experience.

5. Dynamic Web Element Handling: Mastering Change

In the dynamic landscape of web development, the adept handling of dynamic web elements stands as a critical testing aspect. Selenium excels in providing robust mechanisms to identify and interact with elements that undergo changes based on user interactions. This adaptability guarantees accurate testing even in scenarios where web elements are subject to modification.

6. Integration with Testing Frameworks: Orchestrating Efficient Test Management

Selenium seamlessly integrates with renowned testing frameworks like JUnit and TestNG. This integration enhances the efficiency of test management, execution, and reporting. Testing frameworks offer a structured approach to test development, simplifying the management, execution, and analysis of test results.

7. Parallel Test Execution: Turbocharging Processes

Selenium Grid emerges as a powerhouse solution for accelerating test execution. By facilitating parallel execution of tests across multiple machines and browsers, Selenium Grid substantially reduces test execution time. This parallelization proves invaluable, especially when dealing with extensive test suites that require swift execution.

8. Community Support and Continuous Advancement: Sustaining an Ecosystem

Selenium thrives on the strength of its community. With a dynamic community of developers, testers, and automation enthusiasts, Selenium undergoes continuous refinement and enhancement. Regular updates, bug fixes, and the introduction of new features ensure that Selenium aligns seamlessly with the ever-evolving web technology landscape.

Conclusion: Selenium as the Cornerstone of Automated Precision

In conclusion, Selenium stands tall as a cornerstone in the realm of automation, particularly in web testing. Its adaptability, cross-browser testing capabilities, integration with testing frameworks, and support for parallel test execution position it as an indispensable tool for ensuring the quality and reliability of web applications.

Whether you're a seasoned tester or a developer navigating the intricacies of web testing, Selenium equips you to streamline your testing processes. Its impact resonates in the delivery of high-quality software, contributing to the seamless user experience expected in the dynamic digital landscape.

As we delve into the myriad facets of Selenium, we uncover its transformative power in reshaping testing practices and fortifying the foundations of robust and reliable web applications. Embrace the influence of Selenium, and let it be your guiding force in the captivating journey of web automation.

[vaishu-shiva]

Unlocking the Power of Digital Marketing Tools

In today’s swiftly evolving digital environment, the efficacy of marketing endeavors relies on more than mere creativity and instinct. Given the vast array of online platforms and channels available, marketers must harness technology's power to streamline processes, scrutinize data, and optimize campaigns for maximum impact. This is where indispensable software tools for digital marketing play a pivotal role. Consider, for instance, enrolling in a comprehensive Digital Marketing Course in Pune, which equips students with indispensable skills and knowledge crucial for triumphing in the digital realm.

Unveiling the Digital Marketing Toolbox

Digital marketing encompasses an extensive array of strategies and tactics, ranging from search engine optimization (SEO) and pay-per-click (PPC) advertising to social media marketing and email campaigns. To navigate this intricate landscape adeptly, marketers require access to a diverse set of tools catering to various facets of their digital strategy.

Unlocking Insights with Google Analytics

At the core of any digital marketing initiative lies the imperative need for data-driven insights. Google Analytics serves as the quintessential tool for this purpose, furnishing an abundance of information regarding website traffic, user behavior, and conversion metrics. By meticulously analyzing this data, marketers can glean valuable insights into the efficacy of their campaigns, enabling them to make well-informed decisions aimed at optimizing performance.

Driving Results with Google Ads and Facebook Ads Manager

Paid advertising remains a pivotal component of numerous digital marketing strategies, offering a targeted approach to engaging potential customers. Google Ads (previously known as Google AdWords) facilitates the creation of PPC campaigns visible in Google search results, while Facebook Ads Manager provides a platform for crafting ads on Facebook and Instagram. Featuring robust targeting options and performance tracking capabilities, these tools empower marketers to yield substantial results and maximize their return on investment (ROI).

HubSpot: The Inbound Marketing Hub

Inbound marketing, centered on captivating and engaging customers through valuable content and experiences, has garnered significant prominence in recent years. HubSpot emerges as a frontrunner in this domain, presenting a comprehensive suite of tools encompassing email marketing, customer relationship management (CRM), social media management, and more. By consolidating these functions within a unified platform, HubSpot empowers marketers to orchestrate cohesive, data-driven campaigns resonating with their target audience.

Mastering Email Marketing with Mailchimp

Email marketing remains a potent tool for nurturing leads and fostering conversions. Mailchimp emerges as a trusted platform for devising, dispatching, and scrutinizing email campaigns. Featuring segmentation, automation, and personalization functionalities, Mailchimp facilitates the delivery of tailored content to subscribers, fostering enduring relationships with the audience.

Dominating Search with SEMrush and Ahrefs

SEO constitutes a cornerstone for enhancing visibility and driving organic traffic to websites. Tools like SEMrush and Ahrefs provide a comprehensive suite of SEO features, encompassing keyword research, rank tracking, backlink analysis, and competitor research. By leveraging these tools, marketers can optimize their websites for search engines, thereby maintaining a competitive edge in the ever-evolving realm of SEO.

Managing Social Media with Hootsuite and Buffer

Social media management tools such as Hootsuite and Buffer simplify the process of scheduling, monitoring, and analyzing social media content. These platforms facilitate the maintenance of a consistent social media presence, enabling real-time audience engagement and effortless campaign performance tracking.

Crafting Compelling Content with Canva

Visual content plays an instrumental role in captivating audience attention and fostering engagement online. Canva provides marketers with an intuitive platform for designing captivating graphics, infographics, and marketing materials. Boasting an extensive library of templates and design elements, Canva empowers marketers to materialize their creative vision and stand out amidst the digital clutter.

Building a Strong Foundation with WordPress

Content management systems like WordPress serve as the bedrock of numerous digital marketing endeavors, furnishing a flexible and scalable platform for crafting and managing websites, blogs, and online stores. Featuring an intuitive interface and a rich plugin ecosystem, WordPress enables marketers to establish a formidable online presence sans the necessity for coding or technical acumen.

Conclusion

In today’s digital epoch, attaining marketing success necessitates a strategic approach fortified by access to the right tools. By harnessing indispensable software tools for digital marketing, marketers can streamline processes, dissect data, and fine-tune campaigns to yield tangible results. Whether it entails unlocking insights with Google Analytics, driving outcomes with Google Ads and Facebook Ads Manager, or crafting captivating content with Canva, the possibilities are boundless. Armed with the right tools, marketers can navigate the intricacies of the digital landscape with aplomb, thereby realizing triumph in their marketing endeavors.

[digitalmarketigroadmap]

Digital Marketing Roadmap

Trailblazing the Digital Age: An All-Inclusive Manual for Creating Your Digital Marketing Roadmap

A carefully constructed digital marketing roadmap is not only desirable, but necessary in the huge digital cosmos where algorithms change and consumer behaviors fluctuate like the tides. A roadmap acts as a compass for your company, pointing it in the direction of success and sustainable growth as it navigates the complexity of the internet environment. Let's investigate each essential component that makes up a solid digital marketing strategy in more depth. 1. Market Analysis and Research: Revealing Perspectives market analysis It is essential to have a thorough awareness of the market landscape and the people that make up its inhabitants before embarking on your digital marketing adventure. Thorough market research reveals insightful information.

2. Establishing Objectives: Charting Your Path Setting Goals: All great journeys start with a destination in mind. Likewise, the foundation of a strong digital marketing plan is the establishment of specific, quantifiable targets. Whether your goal is to increase sales conversions, drive website traffic, or raise brand awareness, it should be SMART (specific, measurable, attainable, relevant, and time-bound). These objectives act as beacons to direct your efforts and provide you with the ability to track your progress as you go. 3. Content Strategy:Developing Storytelling Techniques Narrative is king in the enormous ocean of digital content. The kinds of material that should be produced, the platforms for distribution, and the publishing schedule are all outlined in a well-designed content strategy. Engaging social media updates, interactive infographics, and educational blog pieces are all available.

4. SEO and Keyword Strategy: Getting Around the Search Engine Environment Search Engine Optimization (SEO) is your ally as search engines are the main navigators for the internet. To improve your visibility in search engine results, you must optimize on-page components, develop authoritative backlinks, and conduct in-depth keyword research. You may steer your content toward the top of search results and draw in a consistent flow of organic traffic by matching user intent with search algorithms.

5. Managing Social Media: Navigating the Social Networks marketing on social media Within the humming harbors of social media platforms, marketers can interact personally with their audience and build lively communities. Choosing the appropriate social media platforms for your target audience, producing content that is shareable and generates dialogue, and building relationships through real interaction are all essential components of developing a strong social media strategy. You may confidently and precisely navigate the social seas by utilizing the power of social listening and analytics.

6. Email Marketing: Developing Connections email promotion In the clamor of digital platforms, email marketing is still a reliable ally in your marketing toolbox. You can nurture leads, build relationships with customers, and increase conversions by sending tailored, valuable content straight to the inbox of your audience. Email list segmentation based on demographics, habits, and interests enables you to send readers with content that is specifically tailored to them, building trust and loyalty.

7. Tracking Your Analytics and Performance: Visualizing Your Advancement It's critical to pay close attention to your analytics data when you set out on your digital marketing journey. You may evaluate the success of your tactics and make any adjustments by monitoring key performance indicators (KPIs) including website traffic, conversion rates, and engagement metrics. You can precisely steer towards your goals, distribute resources efficiently, and optimize your efforts using a data-driven strategy.

In summary, preparing for success A well-crafted roadmap is your compass in the always shifting world of digital marketing, showing you the way to success in the face of choppy conditions. You may confidently and purposefully traverse the digital frontier by carrying out in-depth study, establishing specific objectives, and putting strategic approaches into practice across a variety of platforms. Now that you have the information and understanding necessary to rule the digital space and set a course for unmatched success, raise your sails, raise your banners, and set off on a journey of exploration.