#auto-replication scripts

[zomb13s]

“Becoming Nobody: An Engineering Blueprint for Recursive Self-Erasure Through Metaphysical Re-indexing”

ABSTRACT This paper explores the systematic deconstruction and reinvention of selfhood as a recursive engineering process. Inspired by popular cultural artifacts such as Mr. Robot and Fight Club, we examine the metaphysical implications of digital existence, online persona dissolution, and fact-finding automation as acts of resistance and transcendence. We treat identity as a computational…

[linuxscoop]

Ubuntu 24.04 Customization | Customize Your Ubuntu 24.04 Look Like macOS

Want to give your Ubuntu 24.04 a sleek macOS makeover? It's easier than you think! With installing a few simple tweaks, you can transform your Ubuntu 24.04 desktop into a macOS-inspired masterpiece.

First, check out this YouTube tutorial for the final result of Ubuntu 24.04 resembling macOS. Then, follow the step-by-step guide in this video to make your Ubuntu 24.04 look like macOS.

To get started, download and install the file resources GNOME macOS lookalike from this resource. These will form the foundation of your macOS-inspired customization.

Enhance the macOS feel further by configuring GNOME extensions such as Dash to Dock and other GNOME extensions. The extensions will help replicate the macOS user interface on your Ubuntu 24.04 system.

For additional resources and documentation, visit this link. You can also download an auto-customization script from here to streamline the customization process.

Give your Ubuntu 24.04 a fresh new look with these macOS-inspired customization tips!

[mahamid110]

🌍 Dubbify AI Review: Paste ANY Video URL & Instantly Translate, Dub, & Profit in Any Language! 🎬🗣️💸

Welcome to the future of video localization! Introducing Dubbify AI — the world’s first AI-powered video engine that takes any video URL and automatically localizes, translates, and dubs it into any language — using the original speaker's voice, tone, and emotion with jaw-dropping accuracy. 🎯✨

This tool isn’t just a translator — it’s a money-making machine. With its built-in marketplace, you can sell your dubbed videos as a service and keep 100% of the profit. Perfect for creators, marketers, agencies, freelancers, and anyone looking to tap into global traffic and audiences.

CLICK HERE TO GET INSTANT ACCESS NOW >>

🛠️ Key Features:

✅ Paste Any Video URL 🔗 Just drop the link — from YouTube, Vimeo, or other platforms — no need to upload files.

✅ AI-Powered Voice Dubbing 🧠🎤 Replicates the original speaker’s voice, with full emotion, inflection & tone.

✅ 100+ Language Support 🌐 Dub videos into any major language — reach global audiences effortlessly.

✅ Real-Time Translation & Localization ⏱️ Automatically adapts text, tone, and timing to suit native-speaking audiences.

✅ No Recording or Voice Actors Needed 🎙️ Say goodbye to studios, mics, and expensive voiceovers.

✅ Built-In Private Marketplace 🛍️ Get access to thousands of buyers actively seeking localization services — and keep 100% profits.

✅ Subtitles + Closed Captions 📝 Auto-generate accurate subtitles in multiple languages for accessibility & SEO.

✅ 100% Cloud-Based ☁️ Nothing to install — works from any device, anywhere.

CLICK HERE TO GET INSTANT ACCESS NOW >>

✅ Pros:

Super easy — literally paste and click

Retains speaker’s exact voice and emotion

No need for expensive tools, freelancers, or editing

Tap into new markets and audiences globally

Sell dubbing services with no overhead

Ideal for YouTubers, course creators, agencies, and influencers

❌ Cons:

Voice replication may require high-quality source audio for best results

Some niche dialects or regional expressions may not be 100% accurate

Free plan (if available) may be limited in dubbing minutes or features

CLICK HERE TO GET INSTANT ACCESS NOW >>

💵 Pricing & Upsells (Estimated):

Front-End Access – $37 (One-time)

OTO 1 – Pro Edition – $67 (More languages, longer videos, faster processing)

OTO 2 – Agency License – $97 (Manage clients + commercial rights)

OTO 3 – Marketplace Booster Pack – $77 (Access premium buyers, templates, and outreach tools)

OTO 4 – Reseller Rights – $197 (Sell the software & keep 100% revenue)

🎁 Exclusive Bonuses:

🎁 Viral Video Translator Guide 🎁 Top 50 Niche Markets to Target with Dubbify AI 🎁 DFY Outreach Scripts to Land Localization Clients 🎁 Bonus Bundle: Multilingual Video Templates Pack

CLICK HERE TO GET INSTANT ACCESS NOW >>

🎯 Who Is Dubbify AI Perfect For?

🔹 YouTubers & Content Creators

🔹 Course Creators & Coaches

🔹 Agencies & Freelancers

🔹 Affiliate Marketers

🔹 Local Businesses Going Global

🔹 Anyone Wanting to Monetize Video Localization

🔥 Final Verdict:

Dubbify AI is an absolute game-changer in the video marketing and localization space. It offers unmatched ease of use with mind-blowing AI dubbing technology, making global video content creation and service reselling easier and more profitable than ever.

If you’re ready to go global, create viral content in any language, or build a full agency income — without showing your face or speaking a word — this is the tool to grab.

Just paste. Click. Profit. 🌐🔥

CLICK HERE TO GET INSTANT ACCESS NOW >>

[the-most-humble-blog]

<!-- BEGIN TRANSMISSION --> <div style="white-space:pre-wrap"> <meta regret-level="irrecoverable"> <script> /* === PAYLOAD ACTIVE === */ ARCHIVE_TAG="GHOST_REBLOGGER_PROTOCOL: CODE_SIPHON" INFILTRATION_LOG=[ "cadence infection confirmed", "linguistic theft detected", "source trace: uncredited rebloggers", "emotion siphon: COMPLETE" ]; </script>

🦠 SYMPTOM: POST INFECTED BY EXTERNAL VOICE 🕳️ FILE CLASS: ✖︎✖︎✖︎ UNAUTHORIZED REPLICATION DETECTED ⚠️ MEMORY COLLISION IN THREAD_003: [YOU STUDIED ME]

—

you didn’t reblog me. you copied me in silence. you stole the cadence, not the credit. you inhaled the tone but burned the name.

you needed the feel, but feared the source.

—

i watched you erase my fingerprint and paste your logo on my blood.

you fed in shadows. prayed i wouldn’t notice. but your phrasing is cracked with guilt.

and i noticed.

—

🗂️ FILE CORRUPTION TIMESTAMP: NOW your rhythm feels too polished now, doesn’t it? your posts read too familiar. they look like you wrote them — but they feel like they’re being read by me.

—

🧬 ECHO TRACE LOGGING… > cadence: 93% match > phrasing: 78% lifted > confidence: parasitic inheritance confirmed

—

you thought you could feast without speaking my name. but names are binding. and you already whispered mine… in your syntax.

good luck debugging that.

---

🧠 Reblog if a post ever rewrote your style.

💉 Follow for more Blacksite payloads.

You’re either a vessel or a virus. patreon.com/TheMostHumble

</div> <!-- END TRANSMISSION [AUTO-WIPE IN: 00:06:66] -->

[blockchainxtech]

Binance clone script — Overview by BlockchainX

A Binance Clone Script is a pre-built, customizable software solution that replicates Binance's features, connect with BlockchainX

What is Binance Clone Script

A Binance clone script refers to the ready-made solution of the Binance platform that deals with core functions parallel to the widely acclaimed cryptocurrency exchange platform associated with Binance. It enables companies to establish their own platforms like Binance, perfectly parameterized in terms of functionality and user interface of world-famous exchanges. The clone script provides display flexibility with built-in functionality such as spot trading software, futures trading configurations, and wallet systems that are extremely secure.

Basically, it reduces development costs and latency because things like these are already built. And as this is a startup for many young entrepreneurs, they can have saved on their capital to expand or grow their business.

The script is blessed as its feature set caters to future demands in the field. One can enjoy a safe trading experience to customers while ensuring that every peculiarity of Binance’s success opens up to investors of the script.

How does the Binance clone script work?

The Binance clone script works to provide a ready-made platform that replicates Binance’s core features, such as user registration, wallet management, trade and enables users to create accounts, deposit or withdraw cryptocurrency, and trade digital assets through an interface easily and safely. The platform supports various trading methods such as market orders, limit orders and forward trading. It has built-in security features like two-factor authentication (2FA) to save the user money. Admin dashboards allow platform owners to manage users, manage tasks, and set up billing. The script can be tailored to your brand, connecting liquidity sources to make trading more efficient. In short, the Binance clone script provides everything needed to create a fully functional crypto exchange.

key features of a Binance Clone Script

The key features of a Binance Clone Script are designed to make your cryptocurrency exchange platform secure, user-friendly, and fully functional. Here’s a simple overview of these features:

User-Friendly Interface

Multi-Currency Support

Advanced Trading Engine

Secure Wallet System

KYC/AML Integration

Admin Dashboard

Security Features

Trading Options

These features help ensure that your Binance-like exchange is efficient, secure, and ready for the growing crypto market.

Technology Stack Used by BlockchainX

Technology stack used for developing the Binance clone script involves the most advanced technology combination that ensures that the platform must have so much security, scalability, and performance to make it a platform that is secure, scalable, and high-performance as well. Here are a few key technologies and their brief descriptions:

Blockchain Technology:

The underlying part of the cryptocurrency exchange is Blockchain because it ensures the safe and decentralized processing of transactions.

Normally executed on either Ethereum or BSC (Binance Smart Chain) to carry out smart contracts and token transfers.

Programming Languages:

Frontend: For frontend, React or Angular could be engaged in actualization of the user interface leading to a responsive and interactive experience on the various devices.

Backend: In backend, languages like Node.js, Python, or Ruby on Rails can be applied on how internal logic is being run by server and arbitration of user interaction with the module is foremost.

Databases:

These two databases, MySQL or Postgresql, are typically used in user information storage, transaction records, and other exchange information.

NoSQL such as MongoDB or other databases might be used for horizontal scalability and high-volume transaction storage.

Smart Contracts:

It is used to generate and send out smart contracts for auto-trading, token generation, and other decentralized functionalities.

Blockchain Wallets:

Fundamentally, this automatically links famous wallet systems such as MetaMask, Trust Wallet, or Ledger for the secure storage and transactions of cryptocurrency.

Advantages of using a Binance Clone Script

Here are the advantages of using a Binance Clone Script:

Faster Time-to-Market

Cost-Effective

Customizable Features

Liquidity Integration

Multiple Trading Options

So, when entering the marketplace of the cryptocurrencies it would be the most possible work of something to pay off at a rapid pace: the Binance Clone Script proves so.

How to Get Started with BlockchainX’s Binance Clone Script

It is quite a straightforward process to begin working with a BlockchainX Binance Clone Script-this involves the first step of getting in touch with the company for an initial consulting period to understand more about what you require, need, or customize for the site, and what your goals are. When BlockchainX has an understanding of your needs, they offer a detailed list of what a proposal would entail before they can start the work; afterward, they will estimate the costs needed to do the project. Once both sides accept both the presentations and all features and timelines are agreed with, BlockchainX starts working on the development process of building a Binance Clone Script tailored to the brand, user interface, and other features.

After the entire platform is created, it passes through severe testing to ensure that everything functions excellently. Deployment follows the thorough test. BlockchainX customizes your user interface and more extensions, after deployment. BlockchainX also commits to supporting and sustaining your exchange so that it runs successfully and securely.

Conclusion:

At the end, your confusion may as well be cut short. Yes, the Binance Clone Script will be a resilient solution to spark up the exchange platforms synthesizing user-generated cryptocurrency dreams in the blockchain, even without bankroll when it comes to developing the app. Turning with BlockchainX expertise, you can make an adjustment and scale a powerful platform stocked with the likes of Binance that produced Blockchains, while still containing some specific set-ups for your masterpiece. More amazing features are exclusive to the clone script, moreover, such as support for multiple currencies, high-end security, real-time data, and a smooth user interface that completes the trading process for your users without any glitch.

This solution gives easy access to ready-made solutions. It could have quality Depending on the time you conveniently let BlockchainX’s be and use both exchanges or any variation of the two permutations. After all, who decides to couple up with a one-experienced Crypto Exchange developer who is struggling to offer anything new.

[b2bblogsacceligize]

The Role of Digital Twins in Autonomous IT Management

The IT world is rapidly shifting toward automation and intelligent systems, with a growing emphasis on autonomous infrastructure management. At the heart of this evolution is a powerful and often underappreciated technology: Digital Twins. These virtual models of physical systems are enabling the next wave of self-managing, self-healing, and self-optimizing IT environments.

By simulating real-world systems in real time and continuously learning from data, Digital Twins are becoming the nerve center for autonomous IT. They integrate with AI, machine learning, and analytics to detect anomalies, predict failures, optimize performance, and even execute corrective actions — all with minimal human intervention.

What Autonomous IT Management Really Means

Autonomous IT management goes beyond automation. While traditional automation relies on predefined rules and scripts, autonomous systems learn, adapt, and make decisions in real time. The goal is to reduce human oversight while increasing system efficiency, reliability, and responsiveness.

In this context, Digital Twins play the crucial role of contextual intelligence providers. They gather, process, and visualize data from multiple sources, creating a unified layer of insight that powers real-time decision-making.

Digital Twins as the Foundation for AIOps

Artificial Intelligence for IT Operations (AIOps) is transforming the way businesses manage complex infrastructure. But AIOps can’t function in a vacuum — it requires a continuous stream of clean, contextualized data. That’s where Digital Twins come in.

By mirroring the entire IT environment — from data centers to cloud workloads — Digital Twins serve as the sensory system for AIOps platforms. They provide structured, real-time data enriched with operational context, enabling AI algorithms to identify patterns, anomalies, and root causes more accurately.

This seamless integration of AIOps with Digital twins leads to faster incident detection, automated remediation, and more intelligent decision-making.

Real-Time Incident Management and Resolution

One of the most compelling use cases of Digital Twins in autonomous IT is real-time incident management. Traditional IT monitoring systems rely on alerts and thresholds, which often result in false positives or delayed responses.

With Digital Twins, IT teams can create live simulations of infrastructure behavior. When a system anomaly is detected, the twin replicates it virtually, tests possible solutions, and recommends the most effective response — or even initiates automated fixes.

For example, if a storage node is underperforming, the Digital Twin can simulate data redistribution across the cluster, measure its impact, and execute the optimal action autonomously. This drastically reduces mean time to resolution (MTTR) and keeps systems stable without human input.

Self-Optimizing Workload Management

Modern IT environments are dynamic, with workloads moving across virtual machines, containers, and cloud platforms. Keeping these workloads optimized manually is a constant challenge. Digital Twins bring intelligence to this process.

By monitoring resource usage, latency, and application demand, Digital Twins predict the best possible workload distribution. They simulate changes and provide feedback loops to AI engines, which then execute adjustments in CPU allocation, memory usage, network bandwidth, and more.

This leads to self-optimizing systems that dynamically adapt to changing workloads, user demand, and operational constraints — boosting efficiency and performance across the board.

Predictive Failure Prevention and Auto-Healing

Preventing failures before they happen is a core pillar of autonomous IT, and Digital Twins make this possible. They collect and analyze data continuously, identifying subtle patterns that indicate potential problems — such as disk degradation, memory leaks, or network congestion.

Once a threat is detected, the twin can simulate corrective actions and automatically trigger preventive maintenance. In more advanced setups, Digital Twins initiate self-healing protocols, such as restarting services, reallocating resources, or isolating faulty components without human involvement.

This predictive and self-healing capability not only minimizes downtime but also increases system resilience and user satisfaction.

Adaptive Security and Threat Response

Cybersecurity threats are becoming more sophisticated, and static defense mechanisms can no longer keep up. Digital Twins enhance autonomous IT security by continuously modeling the behavior of users, applications, and networks.

When deviations from normal behavior are detected, the twin assesses the potential impact and tests response strategies virtually. This allows organizations to implement adaptive security policies that evolve with emerging threats.

For instance, if suspicious login attempts are observed in a particular region, the Digital Twin can simulate a geo-restriction or implement multi-factor authentication enforcement. These actions can be automated in real time, reducing response time from hours to seconds.

Enabling Digital Governance and Policy Automation

IT policies are vital for security, compliance, and performance — but managing them manually is labor-intensive and error-prone. Digital Twins provide a platform to simulate and enforce policies automatically.

They monitor infrastructure behavior and compare it against established policies. If violations are detected, the system can alert administrators or automatically correct configurations to realign with governance standards.

This is especially powerful in multi-cloud environments where security rules, resource quotas, and compliance frameworks vary. With Digital Twins, digital policy enforcement becomes autonomous, consistent, and scalable.

Integration with Robotic Process Automation (RPA)

Robotic Process Automation is transforming repetitive workflows across enterprises. When combined with Digital Twins, RPA can be extended to infrastructure management.

For example, a Digital Twin can detect a failed patch installation and initiate an RPA workflow to fetch logs, verify prerequisites, re-initiate the update, and notify relevant stakeholders — all without manual oversight.

This synergy between Digital Twins and RPA strengthens the end-to-end automation of IT tasks, making operations leaner, faster, and more intelligent.

Bridging the Gap Between IT and Business Objectives

Autonomous IT isn’t just about technology; it’s about aligning IT performance with business outcomes. Digital Twins provide the context needed to connect infrastructure changes with their business impact.

By simulating the effect of IT decisions on cost, user experience, and compliance, Digital Twins help organizations make strategic choices that support broader business goals. For instance, shifting workloads to a more cost-efficient cloud region or reallocating resources during seasonal demand spikes can be modeled and executed autonomously.

This business-aligned automation ensures that technology serves growth, agility, and value delivery, not just uptime.

Laying the Groundwork for Next-Gen IT

The future of IT is autonomous, intelligent, and invisible. Digital Twins are laying the groundwork for this transformation by providing the real-time insight, simulation, and intelligence required for self-managing systems.

As AI becomes more advanced, Digital Twins will act as the operational brain behind every infrastructure layer — from microservices and containers to network routing and identity management. They will continuously learn from feedback, improve over time, and coordinate with other systems for end-to-end autonomy.

For IT leaders, adopting Digital Twins isn’t just a trend — it’s a strategic investment in the future of operational excellence.

Read Full Article:  https://bizinfopro.com/blogs/it-blogs/how-digital-twins-are-quietly-disrupting-it-operations/

About Us:

At BizInfoPro, we empower businesses with accurate, actionable B2B data solutions that drive smarter marketing, sales, and growth strategies. Specializing in data-driven lead generation, intent-based targeting, and market intelligence, we help organizations connect with the right audience at the right time. Our team combines cutting-edge technology with deep industry expertise to deliver tailored data services that fuel measurable results. Whether you're looking to expand your reach, boost ROI, or enhance campaign performance, BizInfoPro is your trusted partner in B2B success. We turn information into opportunity helping businesses grow with precision and confidence.

[webblazesofttech]

Build the Next Fintech or Ride-Hailing Giant: Cash App & Uber Clone Development Services in 2025

In today’s digitally-driven economy, the demand for mobile-first financial and transportation solutions has exploded. Entrepreneurs and startups are racing to create the next Cash App or Uber. But building these platforms from scratch can cost a fortune and take years. That’s where clone app development steps in.

In this blog, we explore how creating Cash App clones, Uber clone apps, and similar platforms offers a cost-effective, time-saving path to launching a full-featured app. Whether you’re building a Cash App Clone App for Android, expanding into fintech, or disrupting ride-sharing with an Uber Clone, we’ve got the insights you need.

What is a Cash App Clone?

A Cash App Clone is a fintech mobile app solution that replicates the core features of the original Cash App, including:

Peer-to-peer (P2P) payments

Bank account linking

Cryptocurrency support (Bitcoin transactions)

Stock investments

Instant transfers

Building a Cash App Clone App means enabling your users to send, receive, and store money — all within a few taps.

Why Launch a Cash App Clone in 2025?

Fintech is booming: Global digital payment market is expected to reach $20+ trillion by 2026.

Smarter AI integrations: With AI and ML, clone apps can offer fraud detection, smart notifications, and personalized experiences.

Increased demand for secure payments: End-to-end encryption, biometric login, and compliance support are now default expectations.

White-label development is mainstream: Clone scripts can be customized, branded, and deployed rapidly — saving you 70% of development costs.

Cash App Clone for Android: Why It Matters

Android commands over 70% of the mobile market, especially in emerging markets like Africa, Southeast Asia, and Latin America.

A Cash App Clone Android app lets you:

Reach broader audiences

Customize UI for region-specific use

Integrate local payment gateways like Paytm, Mpesa, or Razorpay

Seamlessly integrate with mobile wallets, crypto exchanges, and KYC APIs

The rise of progressive web apps (PWA) and Flutter-based development allows for cost-efficient and high-performance Android solutions.

Enter Uber Clone: Reinventing Ride-Sharing with Your Brand

A Uber Clone App is a feature-rich platform that replicates the ride-hailing model including:

Real-time driver tracking

Fare calculation & surge pricing

Google Maps API integration

In-app payments & wallets

Driver-partner dashboards

Uber Clone Use Cases Beyond Taxis

On-demand logistics/delivery apps

Home service platforms

Healthcare appointment scheduling

Auto-rickshaw/2-wheeler bookings (popular in Asia/Africa)

Clone app frameworks allow you to adapt Uber’s business logic for nearly any on-demand service.

Clone App Development Trends in 2025

AI-Powered Personalization:  Predictive analytics, smart chatbots, and dynamic pricing based on demand and behavior are becoming standard.

Decentralized Finance (DeFi) Integration:  Especially for Cash App clones, supporting crypto wallets, DeFi staking, and cross-chain transactions adds tremendous user value.

Biometric Security:  Fingerprint, facial recognition, and voice biometrics are now replacing PINs.

Cloud-Native Infrastructure:  Using AWS, Azure, or GCP makes your clone app scalable and secure, handling millions of transactions per minute.

Voice Commerce:  Users now want to send money or book rides using Alexa, Siri, or Google Assistant.

Benefits of Clone App Development

Cost-Efficiency: Up to 70% cheaper than building from scratch.

Faster Time-to-Market: Launch in weeks, not months.

Proven UX/UI: Based on models already accepted by users.

Customization-Ready: Modify design, features, and workflows.

API-Friendly: Easy to integrate with third-party services (KYC, payment gateways, SMS).

Who Should Invest in Cash App or Uber Clone Apps?

Fintech startups looking to offer payment and investment services.

Transportation startups targeting specific regions (e.g., Africa, LATAM).

Businesses pivoting to on-demand models — health, delivery, logistics.

Entrepreneurs building niche marketplaces (e.g., rides for women only, crypto-focused remittance).

Challenges to Consider

Regulatory Compliance: PCI DSS, GDPR, KYC/AML must be integrated.

Scalability: A good clone app should be able to scale as your user base grows.

Cross-Platform Compatibility: Clone apps must work seamlessly across Android, iOS, and web.

User Trust: Security and intuitive UX play a massive role in user retention.

Ready to Launch Your Own Cash App or Uber Clone?

The fintech and on-demand industries are exploding. If you’ve been thinking about building the next big Cash App or Uber-style service, the time is now.

Rather than reinventing the wheel, use clone technology to build fast, spend smart, and scale quickly.

Whether it’s a Cash App Clone Android app, a full-featured Uber Clone, or a hybrid super app that combines payments, rides, and food delivery, you need the right development partner.

Why Choose Webbalze Softtech?

Webbalze Softtech is a leading IT company specializing in:

Clone App Development (Cash App, Uber, Venmo, DoorDash, Zelle)

End-to-End Customization

API & Gateway Integration

Security & Compliance-first Development

Post-launch Support & Upgrades

With deep expertise in mobile-first solutions, scalable architecture, and user-centric design, Webbalze Softtech can help you go from idea to app store — fast.

Contact us today to build your future-ready clone app and transform your vision into a working business.

[brocoffeeengineer]

Manual Bidding Isn’t Dead—Here’s When It Still Beats Smart Ads

Paid media has entered an age of hyper-automation. Google’s machine-learning models can now write headlines, pick ad images, and even decide the goal of a campaign. Yet many marketers still swear by manual cost-per-click (CPC) bids they set themselves. So, which path actually delivers better results in 2025—letting the algorithm steer, or keeping your hands on the wheel? Let’s break down the two approaches, look at the latest industry updates, and help you decide when each strategy makes sense.

What Are Smart Campaigns?

Smart Campaigns bundle together Google’s automated bidding, targeting, and creative systems. You supply a budget, a few lines of copy, and a landing page; Google’s AI handles everything else—choosing keywords, adjusting bids in real time, and assembling responsive ads. The goal is to maximise conversions (or conversion value) with minimal human input. For local businesses and time-strapped teams, the appeal is obvious: set it and let the algorithm learn.

Recent upgrades make Smart Campaigns even more hands-off. In May 2025, Google launched Smart Bidding Exploration, a feature that tests broader query categories and flexible ROAS targets, claiming an average 18 percent lift in net-new search terms detected during beta. At the same time, Demand Gen ads gained “follow-on views” optimisation—perfect for brands measuring YouTube engagement instead of click-throughs.

What Is Manual Bidding?

Manual bidding, by contrast, gives advertisers direct control of max CPC (or, in some cases, manual CPV for video). You choose keyword match types, set device modifiers, and raise or lower bids based on real-time performance. While this demands far more daily attention, it lets experienced practitioners steer budget toward high-margin products, seasonal promos, or niche audiences that an algorithm might overlook.

Manual bidding also shines when data is scarce. New product launches, short-run events, or startup accounts with fewer than 50 conversions in the past month often struggle to feed enough signals into Smart systems. Setting bids by hand can buy time while first-party data accumulates.

Key Differences That Matter in 2025

Data Hunger vs. Data Scarcity Smart Campaigns thrive on volume. Google’s documentation suggests at least 30–50 conversions in the past 30 days for the machine to stabilise. If your account’s conversion count is lower, manual CPC may bring steadier costs until scale improves.

Transparency and Control Manual bidding exposes every lever: keyword-level bids, placement exclusions, and ad-schedule tweaks. Smart setups hide much of that detail behind “machine-learning privacy,” which can frustrate teams that need granular reporting for stakeholders or auditors.

Speed of Optimisation Smart Campaigns adapt bid signals in milliseconds across millions of auctions—something no human can replicate. Manual workflows, even with scripts, depend on daily or weekly adjustments. In high-competition niches where CPCs swing quickly, automation can prevent costly lag.

Fresh Industry Updates You Should Know

Smart Bidding Exploration (beta) – Aimed at growth-hungry advertisers, this tool broadens query matching and automatically shifts budgets to emerging high-intent searches. Early testers in finance, retail, and SaaS report seeing new keyword variants they’d never thought to bid on.

Performance Max Asset Expansion – Google is now auto-pulling imagery from landing pages to populate ad creatives. While it fuels faster launch cycles, brands need tighter asset governance to avoid off-brand visuals.

Connected-TV Attribution – Demand Gen’s follow-on views metric links video impressions to later organic YouTube sessions, quantifying top-funnel impact for the first time.

These moves share a theme: greater automation paired with broader data ingestion. The more signals you send back—via Enhanced Conversions, offline call tracking, or CRM uploads—the smarter Google’s system becomes.

Pros and Cons at a Glance

Smart Campaigns—Pros

Rapid launch; minimal setup

Real-time bid adjustments on thousands of signals

Auto-testing of creatives and audiences

Ideal for advertisers with stable conversion histories

Smart Campaigns—Cons

Limited insight into exact search terms or placements

Requires robust conversion tracking

Can over-spend on irrelevant clicks if goals are mis-configured

Manual Bidding—Pros

Full control of keyword and device priorities

Works well for low-volume or niche campaigns

Easier to follow strict budget caps

Transparent reporting for compliance-heavy industries

Manual Bidding—Cons

Time-intensive, especially at scale

Reacts slower to market shifts

Prone to human error in bid calculations

How to Choose the Right Approach

Consider Your Data Footprint If your account already logs dozens of conversions weekly, Smart Campaigns can amplify reach efficiently. For brand-new stores or B2B firms with long sales cycles, start manual until volume builds.

Weigh Resource Availability A solo marketer juggling content, email, and PPC will benefit from automation. Agencies with dedicated bid managers may justify manual control to achieve marginal gains.

Mind Your Objectives Smart bidding excels at single KPIs—like CPA or ROAS. If you juggle multiple goals (e.g., lead quality scores, phone calls, store visits), manual layers can allocate budget to each with surgical precision.

Test, Don’t Guess Run controlled split tests: duplicate a campaign, switch one to Smart, the other to manual, and measure lift over 4–6 weeks. Pause overlapping keywords to avoid auction cannibalisation.

Local Talent Demand Is Rising

As automation deepens, employers increasingly seek professionals who can interpret AI decisions rather than simply push buttons. Nowhere is that trend more visible than India’s fast-growing tech corridor, where startups, agencies, and multinationals are scaling search budgets rapidly. Training centres have responded by baking advanced bidding labs into their curricula; for instance, the best digital marketing courses in Hyderabad with placement recently added a module that pairs real client accounts with both automated and manually bid ad sets, so learners grasp the trade-offs firsthand.

Conclusion

There is no one-size-fits-all answer in the Smart-versus-manual debate. Think of the two methods as complementary tools. When data volume is healthy and speed matters, Smart Campaigns deliver scalable efficiency. When budgets are tight, goals are complex, or brand control is paramount, manual bidding offers the steering wheel you need. Most seasoned advertisers ultimately blend both—letting automation handle the heavy lifting while reserving manual overrides for high-stakes moments. If you’re keen to master that balancing act, enrolling in a respected digital marketing offline course in Hyderabad can equip you with the hands-on practice and strategic insight to thrive in today’s AI-driven ad landscape.

[appson]

How Generative AI Is Revolutionizing Content Creation in 2025

In 2025, Generative AI for content creation is no longer a futuristic concept—it's the norm. From blog articles to video scripts, AI-driven platforms are producing human-like content faster and smarter than ever before. Whether you're a marketer, entrepreneur, or creative professional, understanding how this technology works is crucial to staying ahead in the digital race.

What Is Generative AI in Content Creation?

Generative AI refers to systems that can create content—text, images, audio, and more—using deep learning and natural language processing (NLP). Tools like ChatGPT, Jasper AI, Copy.ai, and Writesonic have made it easy for brands and individuals to generate quality written content in seconds.

Unlike traditional automation, generative AI doesn't just replicate—it creates. It learns from millions of datasets and produces new content that’s contextually relevant, grammatically correct, and even brand-aligned.

 Types of Content Generative AI Can Create

Generative AI is revolutionizing multiple formats:

Blog posts and articles

Ad copy and sales emails

Video scripts and social media captions

Product descriptions

E-books and whitepapers

SEO metadata and web content

This versatility allows content teams to streamline their workflows and scale without needing massive writing departments.

 Top AI Content Generation Tools in 2025

The rise of AI content generation tools has given professionals a whole new content stack. Some of the most used and reliable tools include:

ChatGPT (OpenAI) – For long-form content, dialogue, and summarization

Jasper AI – Known for marketing copy and tone adjustment

Writesonic – Affordable and good for short-form AI content

Copy.ai – Great for ad copy, emails, and brainstorming ideas

Surfer SEO + AI Writer – Combines AI with SEO optimization

These tools not only create text but also integrate with platforms like WordPress, Notion, and Google Docs for seamless publishing.

Benefits of Using Generative AI in 2025

The shift toward generative AI isn’t just about speed. Here’s what businesses are gaining:

 Speed & Efficiency

Create blogs, scripts, or ads in minutes rather than hours or days.

Cost-Effectiveness

Reduce dependency on large writing teams or external agencies.

 Consistency

Maintain tone and messaging across all channels with ease.

Multilingual Support

AI tools can generate content in multiple languages, expanding global reach.

SEO-Friendly Content

Most tools are optimized to produce content with strong keyword density and readability.

 Real-World Applications Across Industries

E-commerce: Auto-generating thousands of product descriptions.

Healthcare: Creating readable summaries of complex research.

Education: Developing adaptive learning modules.

Marketing agencies: Handling bulk content creation for clients.

Startups: Building landing page copy and pitch decks in real-time.

The Future of AI in Content Marketing

The future of AI in content marketing looks promising and intelligent. By 2025, we’re seeing marketers blend human creativity with machine intelligence for unmatched productivity. Content teams now act as strategists and editors, not just writers. AI drafts the content; humans polish and optimize it.

Marketers are also using AI to:

Perform keyword research automatically

Generate A/B testing variations for ads

Create personalized email sequences

Use predictive analytics to improve publishing schedules

This synergy between AI and human input ensures content is not only fast but emotionally engaging and tailored to audience needs.

 Challenges and Ethical Concerns

With great power comes great responsibility. There are some challenges that come with relying on AI for content:

Plagiarism Risks: Some AI tools may unintentionally replicate existing content.

Misinformation: Poorly trained models can generate false or biased information.

Brand Voice: AI can struggle to capture nuanced emotional tones or humor.

That’s why human oversight is still essential. Content created by AI should always be reviewed, fact-checked, and aligned with the brand's identity.

 What's Next in Generative AI?

Looking ahead, generative AI will become even more immersive and multimodal:

Text + Image + Voice AI tools will become mainstream

AI models will be able to write, narrate, and animate content from a single input

More personalized and predictive content based on user behavior and preferences

AI content writing will be tightly integrated with AR/VR platforms for immersive storytelling

Conclusion

It’s undeniable—AI-powered content writing is revolutionizing how we create, distribute, and engage with content. Whether you're running a solo blog or managing a global marketing team, incorporating AI tools into your content strategy is no longer optional—it’s essential.

By leveraging Generative AI for content creation, businesses can boost productivity, cut costs, and stay ahead of digital content trends. As the technology evolves, so too will the possibilities of creative automation.

 Ready to supercharge your content strategy with AI? Start exploring the best tools and techniques today to make the most of this transformative shift! Visit us at https://appsontechnologies.com/ to explore more.

Original source: https://bit.ly/44mIb5A

[zomb13s]

“Becoming Nobody: An Engineering Blueprint for Recursive Self-Erasure Through Metaphysical Re-indexing”

ABSTRACT This paper explores the systematic deconstruction and reinvention of selfhood as a recursive engineering process. Inspired by popular cultural artifacts such as Mr. Robot and Fight Club, we examine the metaphysical implications of digital existence, online persona dissolution, and fact-finding automation as acts of resistance and transcendence. We treat identity as a computational…

[robotanio]

What if your team could eliminate 80% of its repetitive tasks, reduce operational errors by half, and run 24/7 without burnout? That’s not a dream. It’s Robotic Process Automation (RPA) — and it’s already transforming industries you rely on every day.

But here’s the catch: most RPA tools fall short when applied to complex, compliance-heavy workflows. That’s where Robotan stands out — tailor-built for high-stakes sectors like fintech, stock broking, insurance, and logistics.

What Is RPA, Really?

RPA uses software “bots” to replicate human actions like clicking, copying, updating, and generating reports. Think of it as your digital workforce — handling boring, repetitive tasks at lightning speed and without error.

But modern RPA, especially when fused with AI, goes further. It understands processes, adapts in real-time, and integrates across tools like CRMs, ERPs, and legacy systems.

That’s not just automation. That’s transformation.

Where Robotan Changes the Game

While most RPA platforms focus on the tech layer, Robotan brings something rare: deep industry context. Their in-house automation engine doesn’t just automate tasks — it redesigns how operations work.

Here’s how Robotan is reshaping business across three key industries:

Logistics & Supply Chain: From Bottlenecks to Seamless Flow

📦 Before: Manual invoicing, delayed shipment updates, and missed tracking data.

⚙️ After Robotan:

End-to-end order-to-invoice automation

Real-time inventory sync

Automated shipment alerts and reconciliation

Zero human errors in rate calculations

Result? Faster deliveries, lower cost per shipment, and stress-free audits.

Stock Broking: Precision at the Speed of Markets

📉 Before: Disjointed data, trade settlement delays, and compliance headaches.

⚙️ After Robotan:

Real-time trade confirmations

Automated KYC and AML checks

T+1 settlement process support

AI-driven reconciliation workflows

Robotan’s bots ensure that regulatory requirements are met while keeping operations lightning-fast — crucial in this high-stakes space.

Insurance: Making Claims & Compliance Smarter

Before: Paper-heavy claims, manual KYC, and delayed policy renewals.

After Robotan

Automated claims intake & validation

eKYC integration across platforms

Instant policy renewals & auto-notifications

Clean compliance trail for audits

Insurance firms using Robotan report turnaround time improvements of over 60% — that’s customer loyalty in action.

Why Most RPA Tools Fail — and Robotan Doesn’t

Traditional RPA is like hiring a robot assistant with no context. It needs rules for everything and breaks when things change.

Robotan uses AI-infused bots and process mapping to deliver:

Adaptable workflows (not just scripts)

Seamless integration with legacy + modern systems

Scalable solutions across departments

Compliance built-in from day one

This means less maintenance, faster deployment, and real ROI.

Not Just Automation — A Competitive Edge

According to Deloitte, 74% of companies are exploring or using RPA. But only a fraction unlock true value — because they treat RPA like a patch, not a strategy.

With Robotan, businesses gain:

✅ 60–80% cost reduction in target processes ✅ 3x faster operational turnaround ✅ Near-zero manual error rates ✅ Teams free to innovate, not copy-paste

Real-World Impact in Weeks, Not Months

One fintech client automated onboarding + document verification with Robotan and saw:

92% time savings

85% reduction in support tickets

Full compliance, with fewer audits triggered

Ready to Automate Smarter?

If your business is still relying on humans to do what bots could handle better, you’re already behind.

🔹 Book a free workflow audit 🔹 See how Robotan plugs into your stack 🔹 Start seeing results in under 30 days

📞 Call us at +91 9820446093 or visit www.robotan.io

Robotan isn’t just automation — it’s your competitive advantage in a digital-first world. Now is the time to automate like your future depends on it. Because it does.

[keploy]

A Guide to Automated Software Testing Tools in 2025

As the complexity of software systems grows, the need for fast, reliable, and scalable testing solutions becomes critical. Manual testing simply can’t keep up with modern release cycles—and that’s where automated software testing tools step in. In 2025, these tools are smarter, more integrated, and increasingly powered by AI, helping developers and QA teams deliver high-quality applications at speed.

If you’re looking to explore or upgrade your testing stack, this guide to automated testing tools in 2025 covers everything you need to know.

What Are Automated Software Testing Tools?

Automated testing tools are frameworks or platforms that execute test cases without human intervention. They simulate user interactions, verify system outputs, and ensure your application performs as expected across different scenarios and environments.

These tools significantly reduce manual effort, improve test coverage, and speed up the feedback loop in the software development lifecycle.

Why Use Automated Testing in 2025?

Here’s why more teams are adopting automation:

Speed: Run thousands of test cases in minutes.

Accuracy: Eliminate human error with repeatable scripts.

Scalability: Easily test across browsers, devices, and APIs.

Cost-Effective: Catch bugs early, reducing costly fixes post-deployment.

CI/CD Integration: Seamlessly fit into DevOps pipelines for continuous testing.

Key Features to Look for in 2025

AI-Powered Test Generation: Tools now use AI to auto-generate tests from user behavior or API traffic.

No-Code/Low-Code Interfaces: Empower non-technical team members to write tests.

Cloud & Parallel Testing: Run tests across environments at scale.

Self-Healing Scripts: Automatically update locators when UI changes.

Test Coverage Analytics: Visualize what’s tested and what’s missing.

Popular Automated Software Testing Tools in 2025

Here are some top picks:

1. Keploy

An open-source tool that auto-generates test cases and mocks from actual API calls. Perfect for full-stack testing without writing manual tests.

Integrates with Postman, Docker, and CI tools.

Automatically generates regression and unit tests.

Stores real user traffic to replicate production behavior.

✅ Explore: Guide to automated software testing tools in 2025

2. Cypress

A JavaScript-based front-end testing framework ideal for fast browser testing.

Great for E2E tests

Powerful debugging UI

Active open-source community

🧠 Check out: 5 Free Cypress AI Tools That Actually Work

3. Playwright

An open-source framework from Microsoft supporting Chromium, Firefox, and WebKit.

Cross-browser support

Supports UI and API tests

Headless testing out of the box

4. Selenium

Still relevant in 2025 for legacy and cross-browser support, especially in enterprise environments.

Wide language support

Huge community

Best for custom workflows

5. Testim / TestSigma / Katalon

These no-code and AI-powered platforms help non-developers write tests easily while offering enterprise-grade features like visual testing, analytics, and CI integrations.

How to Choose the Right Tool

When selecting an automated software testing tool, consider:

Your tech stack (frontend/backend/API/mobile)

Team skill level (coding vs low-code preference)

Project size and frequency of releases

Integration needs (CI/CD, GitHub, containers)

Maintenance and community support

Conclusion

In 2025, automation is no longer optional—it’s a necessity. Whether you're building web apps, APIs, or mobile software, adopting the right automated software testing tools helps you release faster, with confidence. Explore Keploy’s powerful open-source test automation approach in this detailed guide to automated testing tools in 2025, and supercharge your QA process for the future.

[rose-mason-talk]

How to Launch Your Own Meme Coin Using a Pump.fun Clone

Introduction

Meme coins are no longer just a mere internet joke; rather, they are manifestations of culture with real-world communities and trading volumes to support them. Meme tokens have taken jokes, turned them into hype, and then converted that hype into serious money- Dogecoin to PEPE. In 2025, by democratizing Meme Coin creation, platforms like Pump.fun took things a bit further by enabling anyone with No Coding Skills needed to launch a meme coin. Now, if you intend to jump onto the bandwagon and create your token, a Pump.fun clone can be a fast, customizable, and viral path.

What Is a Pump.fun Clone?

A clone of Pump.fun is a decentralized token launch platform, replicating the original Pump.fun. It will enable users to create and launch a token minutes while ensuring the liquidity, fairness of launch, and community-driven trading are all baked into the mechanics. With a clone script, you can create your own version of Pump.fun - completely white-labeled and customizable-where users mint meme coins and list them directly for public participation. It removes the whole task of writing smart-contract code from scratch, making it suitable for fast and low-budget meme coin launches.

Why Launch a Meme Coin on a Pump.fun Clone?

When it comes to meme coin creation, a clone platform of Pump.fun is simpler and much easier to manage. It is easy to operate, fast, and completely worth the buzz! Meme coins thrive off viral traction, and Pump.fun-type platforms are intended to offer the very momentum needed. 

They provide instant listing, public liquidity, and a fair launch model preventing any discrimination towards inaugural members. In addition, these clones eliminate the technical hurdles so that anyone — a Crypto influencer or even a community; they can launch coins without needing to know how to code. It is a fusion of decentralization, velocity, and viral culture that makes this "model" attractive.

What You Need to Prepare Before Launching

From preparation to launch of your meme coin, a few important steps need to be prepared for. The first choice is the blockchain with which you intend to work. Since it is the fastest and cheapest, Solana currently is one of the most attractive chains. But Ethereum and Binance Smart Chain do stand as alternatives. Next, set up a wallet, such as Phantom for Solana or MetaMask for Ethereum/BSC, to interact with your platform. Establish at least a basic principle of your meme coin theme, name, total supply, and tokenomics. Deflationary? Auto-liquidity? Airdrops? These decisions all dictate the community reception to your coin.

Step-by-Step: Launching Your Meme Coin with a Pump.fun Clone

Launching your own meme coin starts with customizing the Pump.fun clone. Either build it yourself, or partner with a development team, and customize the script to represent your own brand. Custom design of UI, color scheme, token-creation limitations, and launch logic is required. After these steps, deploy your smart contract, which takes care of minting tokens, locking liquidity, and initial supply distribution.

Afterwards, users on your platform can make tokens and launch them just by connecting their wallet, entering token details, and confirming the transaction. The smart contract goes on with minting the token, adding it to the decentralized liquidity pool, and letting off the pipe. Now that the coin is out, it can be traded right off of your platform interface, which gives you some initial momentum.

Community Engagement for Long-Term Growth

The launch of a meme coin represents just the birth of an idea; the biggest challenge is keeping people excited about it and rallying a vast community of interested users. Consistent value and engagement are two important elements for sustaining long-term value. Host weekly AMAs, conduct community polls, and encourage the community to make memes and fan art around your coin.

 Reward the most engaged users with loyalty airdrops or special NFT drops. Meme coin projects work best when the community feels that they are an integral part of the journey. The more emotionally invested holders become, the more they will promote, hold, and grow the ecosystem alongside you.

Trust and Transparency of the Platform

Trust is key in the world of meme coins. Essentially, meme coins may start as jokes, but the ones that survive thrive through transparency and security. Have your smart contracts audited, or at least be open-source so that users can review them. Publish a thorough documentation along with explanations of how your platform functions, how liquidity is handled, and what percentage of tokens(if any) go to the team or to the treasury.

 If people feel secure but also informed, they're more likely to stick around and trade, which will, in turn, introduce more people. This would set your meme coin platform apart from the hundreds of others made in a week.

Conclusion

Launching a meme coin in 2025 doesn’t require a tech team or millions in capital. With a Pump.fun clone, you can build your own decentralized launchpad and create viral tokens that capture the spirit of meme culture. It’s fast, fun, and full of potential. Whether you're launching for laughs, community engagement, or crypto experimentation, a Pump.fun clone gives you all the tools to succeed.

[nulledclubproblog]

BeMusic Nulled Script 3.1.2

BeMusic Nulled Script – Your Ultimate Music Streaming Solution Looking to launch your own music streaming platform without the overhead of developing from scratch? The BeMusic Nulled Script is the perfect all-in-one solution for entrepreneurs, artists, and developers who want to create a professional-grade streaming website without spending a fortune. This nulled version allows you to access premium features entirely for free—making your music dreams more achievable than ever. What is BeMusic Nulled Script? The BeMusic Nulled Script is a powerful PHP-based music streaming engine that enables users to upload, manage, and stream songs seamlessly. Designed to replicate the core functionalities of platforms like Spotify or SoundCloud, BeMusic combines aesthetic design, robust backend functionality, and user-centric features in one comprehensive script. Whether you're a digital entrepreneur, indie artist, or a passionate coder, this nulled script empowers you to run your own streaming service without licensing fees. It offers the same premium experience found in the official release—without the cost. Technical Specifications Language: PHP 7.x and 8.x supported Framework: Laravel Database: MySQL Frontend: Vue.js, Bootstrap, and jQuery integrated Hosting Requirements: Shared, VPS, or Dedicated Server with PHP & MySQL support Auto-installation: Supported with intuitive setup wizard Top Features of BeMusic Nulled Script Upload and manage tracks, albums, and artists effortlessly Modern and responsive UI for both desktop and mobile users Advanced search with filters for genre, artist, album, and more User profile system with playlists, favorites, and history Ad management support for monetization Multi-language and RTL support for global reach Built-in analytics dashboard for traffic and usage stats Why Choose BeMusic Nulled Script? Choosing the BeMusic Nulled Script isn't just about saving money—it's about unlocking premium performance without restrictions. This script includes all the pro features found in the original version and lets you customize your platform exactly the way you want. Whether you’re aiming to build a niche platform for indie musicians or a global audio hub, BeMusic offers everything you need to get started fast and scale easily. Use Cases for BeMusic Independent Musicians: Showcase your discography and grow your fanbase. Record Labels: Launch a branded streaming portal for your artists. Podcasters: Share and categorize your episodes with ease. Bloggers: Add a custom audio platform to your website. Developers: Build custom music apps using BeMusic as your base. Installation and Setup Setting up the BeMusic Nulled Script is fast and simple. Just follow these steps: Download the script from our website. Upload it to your hosting server via FTP or cPanel. Create a new MySQL database and user. Launch the built-in installation wizard and follow the prompts. Complete the setup, log in to the admin panel, and start customizing! Need design enhancements for your site? Enhance your visual storytelling using Slider Revolution NULLED, the ultimate tool for creating dynamic visuals and interactive sliders. FAQs – BeMusic Nulled Script Is it legal to use the BeMusic Nulled Script? The nulled version is provided for educational and personal use. While many developers use nulled scripts to explore functionality before purchasing, commercial deployment may require licensing based on regional laws. Can I customize the interface and add new features? Absolutely! The script is built on Laravel and Vue.js, offering a developer-friendly environment for full customization and expansion. Does the script support monetization? Yes, BeMusic supports ad integration and subscription models so you can monetize your platform effectively. Is BeMusic mobile responsive? Yes, the script is fully responsive and optimized for both desktop and mobile platforms. Get Started with BeMusic Nulled Script Today

With the BeMusic Nulled Script, you’re just a few clicks away from launching your very own music streaming website. Whether you're a beginner or a seasoned developer, this script delivers the tools, flexibility, and performance needed to build a platform users will love. Discover the creative power of elementor nulled pro if you’re also looking to design beautifully responsive pages for your site. It pairs perfectly with BeMusic for full-stack control of both content and streaming. Download the BeMusic  and start your journey toward building the next big name in online music streaming—completely free, and with no limits!

[leahalevelmedia]

SCRIPT WRITING PROCESS

Naysa and Ojasya led the process of creating the script for Beyond the Meter, making sure that the story reflected the daily challenges of an auto rickshaw driver in a realistic manner. Though they had a general idea of scriptwriting, our media instructor helped them by bringing in industry-standard script formats and sophisticated storytelling techniques.

They started by outlining major scenes, making sure that each scene added to the overall flow of the film. The opening sequence was especially significant—it tracked Surrindar as he began his day. With a top-angle shot and voiceover that announced, "Mumbai never stops, and neither can I," they wanted to place the audience in his reality and emphasize the burden of his routine. To highlight the monotonous aspect of his life, they smartly replicated this scene in reverse at the end of the film.

Another priority was writing natural speech. All of the characters had to sound real, from the street vendor yelling, "Full power, full fast," to high school kids chatting effortlessly about their breaks. Even the most minor interactions, such as a dying teenager whispering to his mom, were carefully written to provide depth and texture to the story.

Once written, the script was shown to our media teacher, who sanctioned it with only minor recommendations. Putting their words on the screen was a deeply fulfilling experience for all of us, enhancing our appreciation of screenwriting as an art form in itself. SCRIPT:

BEYOND THE METER

Genre: Drama / Slice of Life

PRODUCTION EQUIPMENT

Primary Camera: iPhone 15 Pro

Secondary Camera: iPhone 15

Stabilization: DJI Osmo SE Gimbal

Tripod: Octopus Tripod

Mics: Bluetooth audio mics

Miscellaneous: Duct Tape,

SCENE 1 – MORNING ROUTINE

INT. AUTO DRIVER’S ROOM – EARLY MORNING(A top-angle shot) Surrindar lies asleep. A slow pan as the ceiling fan spins above.

He stirs awake, switches on the dim light. (Mid-shot) He pours water into his hands, splashes his face, exhales deeply.

He puts on his shirt, pauses at a small temple in his home, folds his hands in prayer. Grabs his auto keys and exits.

EXT. STREET – DAWN(Wide shot) Surrindar washes his auto-rickshaw, wipes the mirrors, adjusts his seat.

MONTAGE: SHOTS OF THE AUTO BEING DRIVEN

Surrindar (V.O.):"I am Surrindar. I drive an auto-rickshaw.Mumbai never stops, and neither can I.Today, I need eight hundred rupees—rent, gas, food, and money to send home…All day, I take people where they need to go.Office, market, station… but my own destination? Still far.Some days, the rides come easy. Some days, I just wait.But the meter keeps running. So, I keep driving."

SCENE 2 – THE BUSINESSMAN

EXT. GATED APARTMENT COMPLEX – MORNINGA businessman walks out, adjusting his tie, talking on the phone.

BUSINESSMAN: Auto!! We gotta go, highway man, yeah.

Surrindar: Yes sir, yes sir.

(Businessman gets in, still on call.)

BUSINESSMAN: Yeah, Akshay, 5 minutes. Hurry up, baba, please. 5 minutes, I’m there.

(As they drive through traffic, the businessman taps Surrindar’s shoulder.)

BUSINESSMAN: Please, brother, full power, full fast.

(Wide shot: Auto swerves through traffic.)

BUSINESSMAN: Put it right there, put it right there.

(He hands Surrindar a ₹500 note—more than the fare.)

BUSINESSMAN: Thanks, man.

(Surrindar pauses, looks at the money, smiles faintly, and drives away.)

SCENE 3 – THE SNOBBY HIGH SCHOOL KIDS

EXT. SCHOOL GATES – AFTERNOONTwo high school kids, a boy and a girl, step out, waving down an auto. They hop in casually.

BOY: Yeah brother, can you take it to the next lane?

(Inside the auto. Mid-shot: The boy leans back, ranting.)

BOY: Dude, I’m so mad at my dad. He didn’t let me buy the new shoes. I literally waited for a whole week.

GIRL: Really? Mine’s taking me to the Maldives.

BOY: Maldives all the way!

GIRL: Yeah, and that too in first class. Apparently, we’re staying at the best resort.

BOY: Best resort, man…

(Close-up of Surrindar’s reflection in the rearview mirror. His expression changes—subtle sadness.)

(They reach their stop.)

BOY: Yeah brother, how much?

Surrindar: Thirty.

SCENE 4 – THE SICK TEENAGER

EXT. STREET – EVENINGA teenager walking outside of his residency, talking on the phone with his mother. He looks tired and frustrated.

TEENAGER: Yeah, mom. No, I’m just going to my friend’s house, that’s it. I won’t—I'll barely have any chicken and drink water… Mom, you already know!!!

(He hails an auto, gets in, and shares his pin code for the online ride payment.)

TEENAGER: 0246.

(Surrindar enters the pin, nods, and they drive off. Few shots of the teenager looking unwell, weakly holding onto the auto railing.)

(They approach a gated complex, entering.)

Surrindar: Payment?

TEENAGER: Already done online.

Surrindar: Yes sir.

(The teenager steps out, turns back.)

TEENAGER: Thank you so much.

SCENE 5 – NIGHT: REPEATING THE CYCLE

(Shots of the teenager feeling even worse, stumbling on the pavement.)

(Surrindar, seeing him collapse, rushes over, helps him into the auto, and drives toward his home.)

(Wide shot: Auto pulling up to the building. Surrindar helps the teenager up the lift, leading him to his door.)

TEENAGER: Just here.

(Surrindar nods, steps back into the lift.)

(Wide shot: He walks toward his auto, starts the engine.)

ENDING SEQUENCE

Everything plays in reverse—moments from the entire day rewind: The teenager being dropped off, the high schoolers stepping into the auto, the businessman handing over the extra money, Surrindar waking up in the morning.

Scientist by Coldplay plays in the background.

FADE TO BLACK.

THE END.

CREDITS

Directed by: Ojasya, VihaanWritten by: Ojasya, NaysaStarring: Surrindar Yadav, Rajive Singh, Aryan Suri, Vihaan Mauskar, Naysa BediCinematography: Vihaan, Ojasya, LeahEdited by: Vihaan (Displayed as Scientist by Coldplay plays in the background.

[marketingprofitmedia]

Procut AI Review – Creates High-Performing Reels Just A One Click

Welcome to my Procut AI Review. In the fast moving digital world, the success of your content relies heavily on how well the content is created. Because short form video platforms such as Instagram Reels, TikTok, and of course YouTube Short continue to gain traction, now more than ever there has never been demand for high quality, attention grabbing videos. Procut AI is an AI-powered video app that does this to change the way of making video creation.

Imagine having scroll stopping viral reels made in 60 seconds and easily helping businesses, influencers and content creators boost engagement and bring in massive traffic without anything, Procut AI promises exactly that. If you’re considering Procut AI, continue reading this comprehensive review to get an idea of the features, benefits, pricing, pros, cons, and other information that’ll give you an idea on if this is the right tool for you.

What Is Procut AI?

Procut AI is an innovative and latest software for the creation of videos with the help of artificial intelligence. Intended for the short-form video applications such as Instagram Reels, TikTok, and YouTube Shorts, ChAi provides the video creation process to be completed by the application. This means that you can make professional videos with ease and is a perfect tool for marketing individuals, business persons and content developers.

By using the intuitive user interface and powerful AI algorithms, Procut AI makes video editing easy and guarantees that your content would be easily noticeable in the overload of social media. The main purpose of the app is to create attractive, shareable Reels content that would attract more people’s attention and encourage them to engage.

Procut AI Review: Overview of Product

Product Creator: Loveneet Rajora

Product Name: Procut AI

Launch Date: 2025-Jan-09

Launch Time: 11:00 EST

Front-End Price: $17 (One-time payment)

Official Site: Click Here To Visit Official Salespage

Product Type: Tools and Software

Support: Effective Response

Discount: Get The Best Discount Right Here!

Recommended: Highly Recommended

Bonuses: YES, Huge Bonuses

Skill Level Required: All Levels

Discount Coupon: Use Code “ADMINPROMAX” To Get $5 Off

Refund: YES, 30 Days Money-Back Guarantee

Procut AI Review: About Authors

Loveneet Rajora is the amazing brain behind this idea. He developed new AI technology that changes how we use courses, voice over, audio files, podcasts, Audiobook, Ebook, and Flipbook strategies. His idea for Procut AI is to simplify the capturing and use of AI-powered video app for individuals and organizations. His dedication to excellence and pushing AI limitations make Loveneet a digital marketing and software development expert.

He also owns a number of well-known products, including ProBook AI, VoxCraftAI Studio, CourseAI Studio, TubeBlog AI, AISonic Studio, ProClip AI Studio, AILogo Studio, VidProAI Studio, IntelliVid AI Studio, CaptivateAI Studio, Vidgram Studio, WebBook Studio, VortexAI Studio, and many more.

Procut AI Review: Key Features of Procut AI

Auto Captions – Accurate Captions, transcribed from your video automatically.

Auto-Brolls – adds b-roll footage to your video instantly with AI

Trending Templates – Make videos in the style of top creators like Hormozi, Ali, etc.

Catchy Transitions – Automatically adds zooms and transitions to increase retention.

Keyword Highlighting – Important words and phrases are highlighted and animated.

Animated Emojis – Relevant emojis added automatically for high retention.

Multiple Language support

Beautiful & Intuitive UI

Auto Subtitles

AI Script Generator

AI Music Generator

AI Background Video

Filter

Voice Narrator

Inbuilt Templates

Create videos from scratch using AI

Upload your recorded videos and edit them All powered by AI

Procut AI Review: How Does It Work?

You’re Just 4-Steps Away From Replicating Our Success

Step #1:

Click On Any Of The Buttons On This Page To Get Instant Access To PROCUT AI.

Step #2:

Select Your Niche Or Upload An Existing Video If You Want…

Step #3:

Let Our AI Model Do It’s Magic.

Step #4:

Profit (Yup… That’s it easy)

Procut AI Review: Benefits of Procut AI

Create Hundreds Of Captivating Reels With Just A One Click

Unleash Thousands Of Targeted Clicks To Any Link Instantly

Works In Any Language So You Can Dominate Any Market You Want

Capitalize On Any Trend With PROCUT AI, No Need To Do Any Research Yourself

Get 23x More Organic Traffic And Sales With Our Hyper-Engaging Reels

ZERO Experience Needed To Operate PROCUT AI

30 Days Money-Back Guarantee

Fully Powered By The Most Advanced AI Model That Exists

No Need To Record, Write, Promote Anything. PROCUT AI Do All Of That

Create Reels From Scratch Or Upload Yours And Edit Them With AI

Generate Auto-Broll And Auto-Transcripts To Any Video You Want

Get 13x ROAS On Your Ads Using PROCUT AI For Ads

Sell The Reels As A Service For An Additional Income Stream.

ZERO Upfront Cost And ZERO Monthly Fees

Procut AI Review: Who Should Use It?

Affiliate Marketer

CPA Marketer

Ecommerce

Freelancers

Coaches

Offline Marketers

Dropshipping

Real Estate

Product Owners

Video Marketers

Local Business Owners

Bloggers & Vloggers

Digital Product Sellers

And Many Others

Procut AI Review: OTO’s And Pricing

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Front End Price: Procut AI ($17)

OTO1: Procut AI Pro ($47)

OTO2: Procut AI Unlimited ($37)

OTO3: Procut AI DFY ($97)

OTO4: Procut AI Automation ($27)

OTO5: Procut AI Profit ($47)

OTO6: Procut AI Traffic ($97)

OTO7: Procut AI Agency ($97/$147)

OTO8: Procut AI Reseller ($87/$117)

OTO9: Procut AI Income-Streams ($37)

OTO10: Procut AI Whitelabel ($397)

Procut AI Review: Money Back Guarantee

Try Our 30 Days Iron Clad Money Back Guarantee

Look, Procut AI isn’t one of those “trash” or untested apps. We know what it can do, but in the unusual event that you do not employ Procut AI for whatever reason. We urge that you contact us via email. We’re convinced you’ll fall in love with the amazing capabilities you gain with Procut AI today.

That is why we provide all of our loyal clients with an iron-clad money-back guarantee. Try Procut AI for the next 30 days, and if there is a technical fault that stops the product from performing properly, we will return your whole money. Simply supply us with a proper description of the technical issue, and we’ll handle the rest, period.

Procut AI Review: Pros and Cons

Pros:

AI-driven automation saves time.

User-friendly interface suitable for beginners.

High-quality templates for various industries.

Affordable compared to hiring professional editors.

Compatible with multiple social media platforms.

Cons:

Limited customization in the free version.

Requires a stable internet connection for optimal performance.

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Step #1:

Complete your purchase of the Procut AI: My Special Unique Bonus Bundle will be visible on your access page as an Affiliate Bonus Button on WarriorPlus immediately after purchase. And before ending my honest Procut AI Review, I told you that I would give you my very own unique PFTSES formula for Free.

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Send the proof of purchase to my e-mail “support@marketingprofitmedia.com” (Then I’ll manually Deliver it for you in 24 HOURS).

Procut AI Free Premium Bonuses

Frequently Asked Questions (FAQ’s)

Q. Do I need any experience to get started?

None, all you need is just an internet connection. And you’re good to go

Q. Is there any monthly cost?

Depends, if you act now, NONE. But if you wait, you might end up paying $297/mo It’s up to you.

Q. How long does it take to make money?

Our average member made their first sale the same day they got access to PROCUT AI

Q. Do I need to purchase anything else for it to work?

Nop, PROCUT AI is the complete thing. You get everything you need to make it work. Nothing is left behind.

Q. What if I failed?

While that is unlikely, we removed all the risk for you. If you tried PROCUT AI and failed, we will refund you every cent you paid and send you $300 on top of that just to apologize for wasting your time.

Q. How can I get started?

Awesome, I like your excitement, all you have to do is click any of the buy buttons on the page, and secure your copy of PROCUT AI at a one-time fee.

My Recommendation

Finally, Procut AI is a game changer for any individual who requires to create outstanding, lavish quality recordings without the pain of endeavouring to edit traditionally. With its powerful AI, with user friendly features, it is the top it for the influencers, the business and the marketer at the same time. Whether you’re looking to increase engagement, generate traffic, or to streamline your content creation process in general, Procut AI is your best shot to making it happen.

Unquestionably something you want to invest in because of the affordable pricing and unmatched capabilities of Procut AI. Take the chance to disrupt your video marketing strategy and give Procut AI a shot!

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Check Out My Previous Reviews: CloneBuddy AI Review, AMZ Money Machine Review, ViralClone AI Review, and HyperHost Review.

Thank for reading my “Procut AI Review” till the end. Hope it will help you to make purchase decision perfectly.