If you're building a company — or looking for your next role — you already know how broken the hiring process is. Founders spend weeks screening candidates who never show up. Job seekers send 50 applications and hear back from two. Everyone is wasting time that could be spent actually building things.

Here's a breakdown of seven AI tools that are quietly fixing different parts of that problem. Each one targets a specific bottleneck in the funnel — and together, they paint a pretty clear picture of where recruiting is headed.

1. PhoneScreen AI

The initial phone screen is the most time-expensive low-value step in early-stage hiring. PhoneScreen AI replaces it with a conversational AI that conducts qualification calls 24/7, asks your pre-set questions, answers candidate queries, and delivers a scored transcript to your team. No scheduling. No no-shows. Just ranked candidates ready for your review.

Best for: Founders and small HR teams hiring at any volume.

2. Kerplunk

Once you're past screening, Kerplunk takes over with async video interviews. Candidates record on their own time; the AI evaluates, scores, and stack-ranks them — with built-in bias reduction baked into the process. You see a shortlist of the best candidates, not a calendar full of exploratory calls.

Best for: Structured hiring at scale, distributed teams, multi-timezone recruiting.

3. Vashly

Passive talent doesn't respond to generic outreach — and the best candidates are almost always passive. Vashly enables personalized recruiter messaging that shows each candidate exactly why this specific role is the right fit for them, before the first conversation. Higher reply rates, better-fit candidates, faster closes.

Best for: Talent acquisition teams going after senior or specialized hires.

4. Media AI

Employer brand is a recruiting channel that most early-stage companies ignore — and then wonder why their job posts get no traction. Media AI is a PR and influencer marketing database that helps you get your company in front of the right journalists and creators. More press, stronger brand, better inbound from candidates who already want to work with you.

Best for: Founders thinking about hiring as a long-term pipeline, not a one-time scramble.

5. BestCandidate.com

Switching to the candidate side: preparation is the single most controllable variable in how an interview goes. BestCandidate.com lets job seekers upload their resume and a target job description, then practice with an AI persona that simulates the actual interview for that role. Specific, repeatable, low-stakes practice before the real thing.

Best for: Anyone actively interviewing, especially for competitive or technical roles.

6. JobsCopilot

For job seekers running a serious search campaign, JobsCopilotis the closest thing to having a personal agent working full-time on your behalf. It finds unlisted opportunities beyond public job boards, auto-fills applications with your data, generates tailored cover letters per role, and can submit applications automatically at scale — or hold each one for your review first.

Best for: Active job seekers who want to maximize reach without sacrificing relevance.

7. Hello.cv

Before any of the above matters, you need a professional presence that Google can actually find. Hello.cv converts your resume into a polished career site on a branded .cv domain — no design skills, no coding, no data sold to third parties. A dedicated .cv domain ranks better in search than a LinkedIn profile alone, which means recruiters find you before you've even applied.

Best for: Anyone serious about owning their professional presence online.

The Pattern Here

Look at these tools together and a clear picture emerges: the hiring process is being decomposed into discrete, automatable steps — outreach, screening, interviewing, ranking — while the parts that genuinely require human judgment are being surfaced more cleanly and efficiently.

For founders, that means less time lost to process and more time spent on actual decisions. For job seekers, it means competing not just on qualifications, but on how well you use the tools available to you.

Both sides of this equation are just getting started.

In today’s competitive business landscape, organizations across Abu Dhabi and Dubai are rapidly embracing ERP solutions to streamline operations, improve efficiency, and stay compliant with regulations. From SMEs to large enterprises, the demand for ERP software in Abu Dhabi and across the UAE is growing as companies aim to achieve seamless UAE digital transformation.

What is ERP and Why UAE Businesses Need It

ERP (Enterprise Resource Planning) is a centralized system that integrates finance, HR, supply chain, inventory, and operations into a single platform. With increasing regulatory requirements like VAT, companies rely on FTA Approved Accounting Software Dubai and VAT accounting software Dubai to ensure compliance.

Modern Accounting ERP UAE solutions help businesses:

• Automate financial processes

• Ensure VAT compliance

• Improve reporting accuracy

• Enhance decision-making

ERP Software in Abu Dhabi & Dubai: Growing Demand

The rise of ERP Abu Dhabi and ERP software Abu Dhabi solutions is driven by:

• Expanding industries

• Government regulations

• Demand for automation

• Need for real-time insights

Working with Dubai ERP software experts ensures smooth ERP implementation Dubai minimizing disruptions and maximizing ROI.

Industry-Specific ERP Solutions in UAE

1. Manufacturing ERP

Manufacturers benefit from Manufacturing ERP Software in Dubai and Manufacturing ERP in Dubai by optimizing production planning, inventory, and quality control. These systems are essential for scaling Manufacturing ERP Dubai operations efficiently.

1. Construction ERP

The construction sector uses Construction ERP UAE to manage projects, costs, procurement, and contracts, ensuring timely project completion and cost control.

1. Logistics & Supply Chain ERP

With UAE being a logistics hub, Logistics ERP Software UAE and Logistics ERP UAE play a critical role in:

• Fleet management

• Warehouse automation

• Shipment tracking

Solutions like Logistics ERP in Dubai improve operational visibility and reduce delays.

1. Wholesale & Distribution ERP

Wholesale businesses rely on Wholesale ERP UAE and ERP for Wholesale Dubai to manage inventory, pricing, and distribution networks efficiently.

1. Textile Industry ERP

For UAE Textile Businesses ERP solutions help manage production cycles, raw materials, and order tracking, ensuring efficiency in a competitive market.

Real Estate & Property Management ERP

The real estate sector benefits from:

• Property management software UAE

• Property Management Software for UAE

• property lease management software UAE

• finance software for property Dubai

These systems simplify real estate property management, including tenant management, lease tracking, and financial reporting.

HR & Workforce Management Solutions

Human resource management is simplified with:

• Cloud HRMS Software UAE

• HRMS ERP UAE

• HRMS ERP Dubai

These tools automate payroll, attendance, recruitment, and performance management.

E-Invoicing & VAT Compliance in UAE

With strict tax regulations, businesses adopt:

• E-Invoicing Software Dubai

• E-Invoicing ERP UAE

• VAT compliant e-invoicing UAE

These solutions ensure compliance with UAE tax laws and streamline billing processes.

Cloud ERP: The Future of Business Software

Cloud technology is transforming businesses with:

• Cloud ERP Dubai

• cloud-based ERP solutions for business operations UAE

Benefits include:

• Remote accessibility

• Data security

• Scalability

• Cost efficiency

Custom ERP & Software Development in UAE

Many businesses prefer tailored solutions through:

• Customized ERP Development Abu Dhabi

• Customized ERP Development Dubai

• Bespoke ERP Development Dubai

• erp customization uae

Leading ERP development company in Dubai and ERP development company in UAE providers offer:

• ERP software development in UAE

• ERP software development in Dubai

• Custom software development Dubai

Additionally, businesses integrate ERP with:

• Web development company in UAE services

• e-commerce Development UAE

• ecommerce development Dubai

Automation & Digital Transformation

ERP plays a crucial role in:

• ERP automation solutions

• Workflow automation UAE

• Business process automation UAE

These technologies drive digital transformation operations UAE helping companies improve productivity and reduce manual errors.

Choosing the Right ERP Company in Dubai

When selecting an ERP Company in Dubai consider:

• Industry experience

• Customization capabilities

• Compliance with UAE regulations

• Post-implementation support

Conclusion

The adoption of Business software UAE is no longer optional—it is essential for growth and sustainability. Whether it’s ERP software in Abu Dhabi, Cloud ERP Dubai, or industry-specific solutions like Manufacturing ERP Dubai or Property management software UAE, ERP systems empower organizations to streamline operations and achieve long-term success.

As businesses continue their journey toward UAE digital transformation, investing in the right ERP solution ensures efficiency, compliance, and competitive advantage in an evolving market.

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You run your latest blog through Turnitin and get 20%. Then Unicheck says 11%. Then iThenticate says 8%.

Welcome to the confusing world of plagiarism percentages. Each tool uses different databases, algorithms, and sensitivity levels. And if you don't understand the differences, you'll either overreact and waste time or underreact and risk penalties.

We wrote a practical guide for founders who want to understand what these numbers actually mean and how to handle them.

Free online plagiarism remover

Full guide

Throughout my time working closely with VCs, Angel Investors, Family Offices, and early-stage founders, I’ve realized that sourcing the right connections is half the battle. To solve this, I’ve built a comprehensive database featuring 20,000 founders and 10,000 active investors, complete with direct contact details (Emails & LinkedIn profiles).
If you are a founder looking to accelerate your fundraising, or an investor looking to expand your deal flow, send me a DM! Let's save you hundreds of hours of research. 🤝

WhatsApp - 91-9171131205

A user username is a unique, optional name that WhatsApp users can set in order to display their username instead of their phone number in the app. Usernames can be used in lieu of profile names when personalizing message content for individual users.

Usernames are an optional feature for users and businesses. If a username is adopted by a WhatsApp user, their username will be displayed instead of their phone number in the app. Business usernames are not intended for privacy, however. If you adopt a business username, it will not cause your business phone number to be hidden in the app.

WhatsApp users are limited to 1 username, but are able to change them periodically. Changing a username does not affect the user’s phone number or business-scoped user ID, and does not affect the user’s ability to communicate with other WhatsApp users or businesses on the WhatsApp Business Platform. User usernames have the same format restrictions as business usernames.

Source: META

Delve built a machine designed to make clients complicit without their knowledge, to manufacture plausible deniability while producing exactly the opposite.

According to a detailed Substack investigation by DeepDelver, a leaked Google spreadsheet containing links to hundreds of confidential draft audit reports revealed that Delve generates auditor conclusions before any auditor reviews evidence, uses the same template across 99.8% of reports, and relies on Indian certification mills operating through empty US shells instead of the "US-based CPA firms" they advertise.

Audit Integrity & Independence

• Delve breaches AICPA/ISO rules by acting as auditor, generating pre-drafted assessments, tests, and conclusions
• Delve relies on audit firms that rubber stamp reports because genuine independent verification would expose the evidence as fabricated or deficient
• Named leadership (Karun Kaushik, Selin Kocalar, Charles Nwatu, Taher Lokhandwala, Isaiah de la Fuente, Varun Gurnaney) is complicit in intentional misconduct

Misrepresentation to Customers

• Delve misleads clients by claiming reports are produced by US-based CPA firms, when in reality they are produced by Delve and rubber stamped by Indian certification mills
• Delve leads clients to believe they are compliant when they are not
• Delve helps clients mislead the public by hosting trust pages that contain security measures that were never implemented
• Delve lies to clients when directly questioned, denying documented facts about the leak and report generation
• Delve markets AI-driven automation while the product is practically devoid of AI, relying on pre-populated templates, manual forms, and fabricated evidence

Product & Process Deficiencies

• Delve’s product is unable to get companies truly compliant
• Delve’s platform forces companies to choose between adopting fake evidence or performing mostly manual work with little real automation
• Unable to deliver real compliance through its platform, Delve depends on fraudulent auditors who rubber stamp reports for clients, falling back on off-platform manual work with external vCISOs and good auditors only when complaints or profile threaten its business interests

Regulatory & Compliance Risk

• Delve’s process results in clients violating GDPR and HIPAA requirements, exposing them to criminal liability under HIPAA and fines up to 4% of global revenue under GDPR
• Companies relying on Delve face regulatory, contractual, and reputational risk

The above individuals knowingly participated in Delve's deliberate misconduct regarding audit practices.

Delve Team

Delve was founded in 2023 by Karun Kaushik and Selin Kocalar, both Forbes 30 Under 30 members and MIT dropouts who met as freshmen. They started with a medical AI scribe, pivoted to compliance after hitting HIPAA headaches themselves, and went through Y Combinator in 2024.1

In July 2025, Delve raised $32 million in Series A funding led by Insight Partners. Before that they had raised a $3.3 million seed round and went through Y Combinator.

Delve’s pitch is speed through AI. They claim to get companies compliant in days rather than months, using what they call “agentic AI” through an “AI-native” platform.

Their marketing promises AI agents that automatically collect evidence, write reports, and monitor compliance gaps without human busywork.

Who it affects

Compliance exists so that when a startup says “we’re SOC 2 certified,” or “HIPAA compliant,” or “GDPR compliant,” a hospital or a bank or a defense contractor can trust that claim enough to share data. When that trust is manufactured instead of earned, the damage doesn’t stop at the company that bought the report. It flows downstream to their customers, their customers’ customers, and eventually to individuals whose medical records, financial data, or personal information ends up exposed because someone cut corners.

HIPAA and GDPR weren’t created as paperwork exercises. They exist because criminals actively want health records to sell, identities to steal, and systems to ransom. Faking compliance doesn’t just violate some abstract professional code. It leaves actual people unprotected against actual threats.

Delve’s clients are in an impossible position. They paid for expertise they didn’t get, received platforms showing 100% completion that meant nothing, and were handed the same pre-fabricated evidence as a thousand other companies. They were told this was how compliance worked now: fast, automated, handled. They published trust pages broadcasting security measures they never implemented, because Delve said those pages were accurate. Now they face liability for representations they made in good faith, based on assurances that turned out to be lies.

That is where the anger should go. Delve built a machine designed to make clients complicit without their knowledge, to manufacture plausible deniability while producing exactly the opposite.

Source: X

Regression testing tools play a crucial role in modern software development by ensuring that new code changes do not break existing functionality. As development teams release updates more frequently, maintaining software stability becomes increasingly important. This is where regression testing tools provide value, helping teams automatically verify whether previously working features continue to perform as expected after bug fixes, enhancements, or new feature releases.

In 2026, regression testing tools have evolved beyond simple automation. Many now offer faster execution, better CI/CD integration, improved reporting, and even AI-powered capabilities that reduce manual effort. Tools like Selenium WebDriver continue to be widely used for complex web applications, while Playwright and Cypress are popular choices for modern frontend testing. For mobile applications, Appium remains a trusted solution, and platforms like Katalon Studio and TestComplete are often preferred by teams looking for low-code or codeless automation. AI-driven tools such as Keploy are also changing the testing landscape by automatically generating test cases and helping teams detect backend and API changes more efficiently.

Choosing the right regression testing tool depends on several factors, including application type, team skill level, maintenance requirements, and budget. A tool that works well for browser-based UI testing may not be the best choice for API-first applications or mobile platforms. That is why understanding the strengths, limitations, and ideal use cases of each tool is essential. This guide explores the top regression testing tools for 2026, compares their features, and helps you identify the best option for buildi

European Commission is introducing EU Inc. To make building and growing a business across the EU faster, simpler, and smarter.

Key Points:

• Start a company in less than 48 hours
• No minimum capital requirement
• Fully online and borderless

Innovators and founders won’t have to navigate 27 different rulebooks anymore. No more delays that slow down innovation. Just one set of rules designed for startups, scaleups, and global investors.

EU Inc. is the Commission's proposal for an optional "28th regime" EU-wide company form: fully online setup in <48h for <€100, no minimum capital, one harmonized rulebook (instead of 27 national ones), borderless Single Market access, digital ops/lifecycle, flexible shares, simplified insolvency.

Main features of EU inc. include:

• Faster registration: Entrepreneurs, founders, and companies will be able to found an EU Inc. company within 48 hours, for less than €100 and with no minimum share capital requirements.
• Simpler procedures: EU Inc. companies will only need to submit their company information once, via an EU-level interface connecting national business registers together. In a second step, the Commission will establish a new central EU register. EU Inc. companies will obtain their tax identification and VAT numbers without having to resubmit paperwork.
• Fully digital operations: Corporate processes will be digital by default throughout a company's lifecycle.
• Helping founders restart faster and cheaper: EU Inc. companies will have access to fully digital liquidation procedures. Innovative startups will have access to simplified insolvency procedures to facilitate the winding down of operations. This enables founders to try and test innovative ideas and start again if needed.
• Better conditions to attract investment: Today's proposal will remove in-person formalities, provide digital procedures for financing operations, and simplify the transfer of shares. There will be no more mandatory involvement of intermediaries for share transfers, and liquidation procedures.The proposal will also allow Member States to give EU Inc. companies access to the stock exchange.
• Better means to attract talents: EU Inc. companies will be able to set up EU-wide employee stock option plans. The stock option will only be taxed on the income generated once it is sold. This is a crucial factor in ensuring attractiveness, particularly for innovative startups.
• Full access to the Single Market: EU Inc. companies will be free to choose the Member State in which they incorporate. The proposal includes a blacklist of prohibited practices to ensure that EU Inc. companies are treated the same way as any other national companies.
• Strong safeguards against abuse: National employment and social laws are not affected by the proposal. They will apply to EU Inc. the same way they apply to any other business under national company law. The applicable safeguards of the Member State of registration will apply in full to the EU Inc. company, including when it comes to rules regarding co-determination.
• Flexibility of shares: EU Inc. companies will have the flexibility to create different classes of shares with varying economic or voting rights. This can, for example, help founders protect their business against hostile takeovers.

Read more here.

X is testing a "dislike" or downvote button, likely styled as a broken heart icon, specifically for replies to improve conversation ranking.

Recent code discoveries in the X iOS app suggest this feature is designed to demote low-quality or irrelevant replies, acting as a private sentiment tool rather than a public dislike count.

Key Details on the X Downvote Button:

• Targeting Replies: Unlike previous tests that considered broad downvoting, current development focuses on ranking replies to posts.
• Broken Heart Icon: Evidence spotted in the iOS app points to a broken heart icon next to the "Like" button, allowing users to express disapproval.
• Private Functionality: Similar to the previously tested "dislike" mechanism in 2021, the new downvotes are expected to be used to improve content ranking behind the scenes rather than displaying a public tally, according to Storyboard18.
• Previous Testing: This initiative follows tests from 2021 and 2022 and aligns with current efforts to manage spam and improve reply visibility, notes

I've been covering career tech for a while now, and one trend keeps showing up in my research: the best hiring tools in 2026 aren't the biggest ones — they're the most focused ones.

Here are seven niche job platforms I've been tracking. Each one solves a real problem that the major boards either ignore or handle badly.

DataAnnotationCompanies.com is a directory of annotation companies, their specialties, and their open positions. With data annotation becoming central to AI development, having a single organized resource for this market is long overdue.

AccountingFirmJobs.comcuts out the recruiter middleman for accounting professionals. Direct applications to firms hiring in audit, tax, and advisory — plus built-in salary negotiation tools and career resources. If you're in public accounting, this is genuinely the first place I'd look.

HireOverseas.com helps US businesses build overseas teams — handling everything from sourcing and vetting to onboarding and compliance. Roles range from SEO and social media to bookkeeping and web development. They claim up to 70% in cost savings, and they back it with a risk-free trial.

LedigStilling.no is the most technically impressive platform on this list. It's an AI-native recruitment tool for Norway — CV writing, interview prep, employer research, automated job ad creation, and targeted promotion on LinkedIn and Facebook. This is what AI in recruiting actually looks like when it's done right.

WorkaJobs.combridges a hiring corridor that most platforms treat as an afterthought: UAE, Saudi Arabia, Europe, and the UK. For companies and candidates operating across these markets, having one board that takes cross-regional hiring seriously makes a real difference.

Emplo.cais doing something simple but needed — a job board built exclusively for the Canadian market, with tailored recommendations and an actual commitment to inclusivity. Not "Canadian-friendly." Canadian-first.

FireAndSafetyJobs.com is exactly what it sounds like: a dedicated board for fire and safety professionals. Vertical job boards get dismissed sometimes, but in specialized industries they consistently outperform the generalists. Relevant candidates, faster placements, lower costs.

The pattern across all seven: they went deep instead of wide, and it's working.

I'll keep adding platforms like these to my radar. If you know one that deserves a spot on this list — drop it in the comments. I read every one.

Introduction

Pure Shilajit is a natural substance widely known for its ability to improve overall health and vitality. Found in mountainous regions such as the Himalayas, Pure Shilajit has been used in traditional wellness practices for centuries. Today, it is gaining popularity as a natural supplement that helps boost energy, enhance stamina, and support a balanced lifestyle.

What is Pure Shilajit?

Pure Shilajit is a sticky, resin-like material formed through the gradual decomposition of plant matter and minerals over long periods. It is packed with fulvic acid, antioxidants, and essential trace minerals. This rich composition makes Pure Shilajit a highly effective natural remedy for maintaining physical and mental health.

Key Benefits of Pure Shilajit

There are several health benefits associated with Pure Shilajit:

Boosts Energy Naturally: Helps reduce fatigue and improve stamina.

Supports Immune Health: Strengthens the body’s defense system.

Enhances Mental Clarity: Improves focus, memory, and cognitive performance.

Promotes Physical Strength: Helps increase endurance and overall fitness.

Fights Aging Effects: Contains antioxidants that protect the body from damage.

How to Use Pure Shilajit

Pure Shilajit is typically used in small amounts. A portion about the size of a grain of rice can be dissolved in warm milk, water, or herbal tea. Regular use of Pure Shilajit in the correct dosage ensures better and long-lasting results.

How to Identify Pure Shilajit

With increasing demand, it is important to choose authentic Pure Shilajit:

Fully dissolves in warm liquid without leaving residue

Has a dark brown to black color

Sticky and soft in texture

Slightly bitter, earthy taste

Melts under heat instead of burning

Side Effects and Precautions

While Pure Shilajit is generally safe, taking it in excessive amounts may cause minor side effects such as stomach discomfort or dizziness. It is recommended to consult a healthcare professional before using Pure Shilajit, especially for individuals with medical conditions.

Conclusion

Pure Shilajit is a natural and effective supplement that supports energy, immunity, and overall well-being. By choosing high-quality Pure Shilajit and using it responsibly, you can enjoy its full benefits and maintain a healthier, more active lifestyle.

AI code checkers have become essential tools in modern software development, especially with the rapid rise of AI-generated code. Tools like GitHub Copilot and ChatGPT allow developers to write code faster than ever, but this convenience comes with potential risks. AI-generated code may contain security vulnerabilities, licensing issues, or even incorrect logic due to hallucinations. This makes it crucial to verify and validate code before using it in production environments.

An AI code checker helps analyze source code for patterns, errors, and potential risks. It can detect whether code is AI-generated, identify bugs, and ensure compliance with coding standards. These tools use advanced techniques such as pattern recognition, stylometric analysis, and metadata detection to evaluate the structure and behavior of the code.

One of the biggest advantages of AI code checkers is improved security. They can identify hidden vulnerabilities that might not be immediately visible, helping developers avoid costly mistakes. Additionally, they promote better coding practices by encouraging developers to understand the code rather than relying entirely on AI.

Black box testing methods are techniques used to validate software functionality by focusing on inputs and expected outputs without analyzing the internal code. These methods help testers design effective test cases based on requirements and user behavior, ensuring comprehensive functional validation.

One widely used method is equivalence partitioning, where input data is divided into groups that are expected to behave similarly. Instead of testing every possible value, testers select representative values from each group, improving efficiency while maintaining coverage. Another important method is boundary value analysis, which focuses on testing values at the edges of input ranges where defects are more likely to occur.

Decision table testing is another useful approach, especially for systems with multiple conditions and rules. It helps testers evaluate different combinations of inputs and their corresponding outcomes in a structured way. Additionally, state transition testing is used to validate how a system behaves when moving between different states based on user actions or events.

By applying these black box testing methods, teams can systematically design test cases that cover a wide range of scenarios. This structured approach improves defect detection, ensures better requirement validation, and enhances the overall reliability of the software.