Why SPARC Virtualization Matters for Enterprises Moving Away from Legacy Data Centers

A SPARC system once was the server of choice for anyone looking for RISC ISA with stability, scalability, and high performance. However, it is rare now, used by enterprises and collected by hobbyists.

Companies look for replacements, but moving from one hardware system to another is tough and involves risks. Besides a hefty cost expenditure, expect –

· A long time to complete the process

· Several internal and external technical specialists to work on the hardware and software

· Careful transition to the new system, with testing and contingency plans

· New security and compliance measures

· Learning how to operate the new system

The easiest way to get over these problems is simple: SPARC virtualization. You get freedom from your legacy data center and utilize hardware that goes with the times, while allowing technical experts to work without hurry.

What are the Challenges of Having Outdated SPARC Hardware?

Having hardware, be it SPARC or something else, beyond the expected age, can be onerous. You have troubles like:

· Hardware Obsolescence: Hardware slowing down and failing regularly become commonplace incidents. Besides increasing downtime, you also face spare parts and technical experts for the replacements becoming rarer.

· Increasing Maintenance Costs: With replacement parts and repair experts being found less, they are also more expensive, since stocking the first and hiring the second are hard now.

· Security and Compliance Risks: As SPARC hardware becomes old, cyber risks become more dangerous, especially in the age of AI-powered threats. Newer security tools are unable to sync properly with legacy systems, and compliance rules do not match.

· Failing Disaster Recovery: SPARC DR plans have features and measures that are less than sufficient. Especially at a time when geopolitical turmoil is frequent, aging SPARC systems fall behind.

· Reducing Revenue: The number of customers lessens with any outdated hardware like SPARC. The revenue shrinks too, as a result, diminishing the income of the company.

SPARC Virtualization: The Key to Life Outside Legacy Data Centers

The best way to escape legacy SPARC hardware is through virtualization. Virtualization creates several virtual machines (VM) from the original hardware through abstraction using a software called hypervisor.

Virtual versions of the CPU, storage, memory, and network are created from the real one. Each VM has its own operating system and runs its own applications. Thus, through this process, you can now run Sun Solaris operating system and applications on modern hardware without any problems.

What Are the Benefits of SPARC Virtualization?

SPARC, or Solaris, virtualization has several advantages, which include:

Saved Space on Every Level – Virtualization saves the space occupied by a legacy data center by housing several software systems. On a different level, modern hardware takes less space than aging ones anyway.

Zero Business Disruption – You can now run critical applications of your system without worrying about the usual problems of downtime or failing hardware.

Money Preserved, Money Saved – Not only do you save the money from expensive parts replacement of old hardware, but you also do not have to spend money on application rewrites or new hardware.

Scalability and Agility Redefined – VMs can be increased or decreased in size, giving each, including SPARC, the resources they need on demand.

Separate Security and Compliance – Each VM is isolated and employs the compliance protocols that apply only to their software. On the cybersecurity front, any attack that affects another VM will not move to Solaris.

Improved Disaster Recovery – If any event affects the SPARC VM, it can be quickly transferred to a new host, with minimal damage to data.

Exploring Innovation – You can now introduce new technology to the Solaris VM on modern hardware, which was not possible in the old data center.

Final Words

SPARC servers are about to reach EOL. There is no way to revive them for enterprises. However, business-critical applications don’t have to die. Stromasys builds the way, with virtualization and emulation helping businesses reduce the risks of aging hardware.

Redefining Human Psychology and Harmony for a Better Future

Modern society faces a rapid increase in widespread uncertainty and deep personal stress. B. Holder will soon release a book titled “NIL: A Psychology for the 21st Century and Beyond.”

The book introduces a practical psychological framework designed to reduce unnecessary mental friction. Natural Intelligence Liberation offers an approach for readers who are looking for steadier emotional balance in daily life.

This book is written as a guide for readers who feel worn down by a fast-paced environment. It functions as a manual on moving past overthinking and on building authentic human connections.

Many people describe a low, constant unease tied to their devices and their notifications. The book takes up those experiences directly and discusses cognitive strategies readers can try on their own terms. Holder argues that a sustainable sense of peace begins with a shift in how we perceive reality. His chapters map out how that shift is meant to work.

Understanding the Zero Concept

The book builds on a philosophical paradox about human identity. It explores the deep relationship between individual existence and human potential.

By examining how we understand nothingness, the book proposes a different route toward mental clarity. The concepts hold that every physical and abstract form emerges from a unified foundation. They eventually return to that same starting point after fulfilling their purpose. Recognizing this constant cycle, Holder writes, can ease the burden of manufactured self-doubt and fear.

Our modern habit of constant mental calculation creates friction that distracts us from the present moment. Holder presents these fundamental principles as a route toward inner peace. He also frames them as a break from endless societal pressures that constantly demand our attention. The book extends its grounded logic across several core human experiences like empathy and impermanence.

Compassion acts as a powerful force capable of neutralizing societal division and fostering interpersonal connection. Acceptance, in Holder’s account, loosens rigid expectations. Learning to appreciate every fleeting moment is offered as a way to build a steadier emotional foundation.

Practical Tools for Emotional Stability

Beyond its conceptual structure, this book provides practical tools intended for daily life application. It outlines specific steps readers can follow when they work through complex life challenges.

Actionable routines take priority over vague theories to make the core concepts accessible for everyone. Readers can adapt these methods to fit their own personal circumstances. To support that process, the book introduces techniques through a framework focused on personal composure.

This practice teaches readers how to observe internal thoughts without getting swept away by automatic reactions. Holder describes the methods as an internal buffer against external chaos and unpredictable daily stressors.

He presents them as a way to stay steady during demanding periods. The author provides exercises regarding mindfulness and non-judgmental awareness for readers who want to work on reactive stress.

Those practices are aimed at clearer thinking in difficult moments. The book also discusses how readers can quiet a harsh inner critic over time. Holder writes about developing a more supportive and patient relationship with oneself instead.

Holder is candid that this kind of work takes repetition. Habitual negativity, in his framing, is a pattern to be studied rather than a fixed trait.

Fusing Human Perception with Digital Progress

What sets this book apart is its thoughtful engagement with modern technological shifts. The author frames technology as a supportive partner in collective human advancement. This book addresses the rising anxieties surrounding modern innovation by presenting a balanced coexistence model. A harmonious vision emerges where human intuition and empathy sit alongside analytical efficiency.

Holder argues that combining natural human understanding with strategic digital systems gives society better footing on complex modern challenges. Instead of competing against advanced machines, humans can focus on cultivating their innate creative capacities. Technology simply becomes a helpful tool used to elevate our basic living standards.

The author strongly emphasizes that collective strength requires strong personal independence. Communities become stronger together, in his view, when individual members remain self-reliant.

This book encourages constructive thinking within collaborative networks to prevent mindless conformity from taking over. Maintaining personal sovereignty within a collective group, Holder writes, keeps original thinking in circulation. It protects the unique perspectives that drive societal innovation forward.

Community Growth and Future Aspirations

This book connects closely with an organized initiative dedicated to putting these core principles into action. The organization functions as a supportive platform where individuals can learn and collaborate on meaningful projects. It serves as a practical space for living out the concepts detailed throughout this book. The group organizes its work around community collaboration and shared learning, and it is open to readers who want to take part in a broader effort focused on conscious awareness.

Building a sustainable future grounded in mutual care remains a top priority for the group. These community efforts highlight the practical effect of shifting individual mindsets on a larger societal scale. Positive change begins at the individual level before spreading outward into the surrounding world. The book pairs its theoretical concepts with practical guidance.

Readers curious about the framework will not have to wait long. This book becomes widely accessible across Amazon and major retail platforms in the very near future. The upcoming release is likely to prompt conversations across psychology and modern philosophical thought.

About the Author

Brain Holder is a writer and the founder of a non-religious collective. He focuses on Natural Intelligence Liberation to help people work toward lasting mental freedom. Following a personal transformation, he formulated practical psychological tools to address ego-driven friction. He writes as if he is speaking directly to each reader.

His organization focuses on sovereign intelligence and accessible frameworks for individual and social elevation. He remains committed to helping others find peace in a chaotic world.

Disclaimer: This article is intended for general informational and editorial purposes only. It does not provide medical, psychological, psychiatric, therapeutic, spiritual, technological, or professional advice, and it should not be relied upon as a substitute for guidance from qualified professionals. Mental wellness, emotional balance, mindfulness practices, personal development methods, stress management techniques, and responses to philosophical or psychological frameworks can vary by individual circumstances. Readers experiencing mental health concerns, emotional distress, or psychological symptoms should consult a licensed mental health professional, physician, counselor, or other qualified provider.

The Art of Fine Dining in Las Vegas and Where Culinary Ambition Meets Desert Glamour

Las Vegas has long shed its reputation as a city of buffets and convenience food. Today, it stands as one of the most competitive fine dining destinations in the world, drawing chefs of extraordinary talent and diners with equally extraordinary expectations. The city’s restaurant scene is defined by bold creativity, impeccable service, and an atmosphere that transforms a meal into an event. First-time visitors and seasoned locals alike find that dining here rewards those who seek it with intention and curiosity.

A City That Demands Culinary Excellence

Few cities in the world place as much pressure on their restaurants as Las Vegas does. With millions of visitors arriving each year carrying high expectations and discerning palates, mediocrity simply does not survive. The restaurants that thrive here do so because they have mastered the balance between theatrical presentation and genuine substance on the plate.

Diners are not merely looking for a meal. They are looking for a story, a memory, and a standard of quality that justifies the occasion. That competitive environment has pushed chefs to innovate constantly, and seasonal menus, hyper-local sourcing, and tasting experiences built around narrative arcs have become hallmarks of the city’s top establishments. The kitchen is no longer just a place where food is prepared. It is a stage where culinary philosophy is expressed with every course.

The Role of Atmosphere in Defining the Experience

In Las Vegas, the physical environment of a restaurant carries as much weight as the food itself. Lighting, acoustics, table spacing, and interior design are all considered with the same rigor as the menu. The best establishments understand that a guest’s experience begins the moment they walk through the door, and that every sensory detail contributes to the overall impression.

A beautifully plated dish served in a poorly designed room loses half its impact. Conversely, a thoughtfully curated space elevates even the simplest preparation into something memorable. Restaurants that have mastered this integration of space and cuisine tend to build loyal followings.

Guests return not just for a specific dish but for the feeling the entire experience produces. This is the essence of hospitality at its highest level, creating an environment where people feel genuinely cared for from arrival to departure.

What Sets the Best Menus Apart

The finest menus in Las Vegas are not simply lists of dishes. They are carefully constructed journeys. Chefs at the top of their craft think deeply about progression, contrast, and pacing.

A tasting menu might open with something delicate and acidic to awaken the palate, move through richer, more complex preparations, and close with something that lingers pleasantly in the memory. Every transition is intentional, every ingredient chosen with purpose.

Texture plays an equally important role. The interplay between crisp and tender, smooth and coarse, warm and cool creates a dynamic eating experience that keeps diners engaged throughout a long meal. Chefs who understand this dimension of cooking produce dishes that are not just delicious but genuinely exciting to eat.

Service as a Culinary Art Form

In fine dining, service is not a supporting element. It is a core component of the experience. The best front-of-house teams in Las Vegas are trained to read the room with precision, anticipating needs before they are expressed and adjusting the pace of service to match the mood of the table.

They are knowledgeable without being pedantic, attentive without being intrusive. This level of service requires extensive training, genuine hospitality instincts, and a deep understanding of the menu being presented.

For restaurants operating at this level, understanding the operational and regulatory frameworks that govern restaurant management is just as important as the culinary vision itself. Compliance, licensing, and operational integrity form the invisible foundation upon which great dining experiences are built.

Stubborn Seed Las Vegas and a Modern Approach to Fine Dining

Among the restaurants drawing attention in this city, Stubborn Seed Las Vegas occupies a distinctive position. Chef Jeremy Ford’s approach to cuisine is rooted in technical precision and a relentless commitment to flavor. The menu reflects a chef who is deeply engaged with his ingredients, transforming them through skill and imagination into dishes that feel both surprising and inevitable. For those seeking fine dining in Las Vegas that pairs creativity with consistency, Stubborn Seed offers a destination that rewards the adventurous diner.

The restaurant’s identity is built on the idea that great food should challenge and delight in equal measure. Presentations are striking without being gratuitous, and the flavors behind them justify the visual drama. This is a kitchen that earns its reputation with every plate that leaves it.

Signature Dishes and Culinary Philosophy

The dishes at Stubborn Seed Las Vegas reflect a philosophy that prizes depth over simplicity and originality over convention. Proteins are treated with care and cooked to precise standards, while accompaniments are chosen to complement and contrast in ways that reveal the chef’s thoughtful approach to composition. The result is a menu that invites comparison with the strongest kitchens in a city full of exceptional options.

The Science Behind Exceptional Dining Experiences

There is a growing body of research that explores how the environment and presentation of food influence the way it is perceived and enjoyed. Factors such as plate color, portion arrangement, ambient sound levels, and even the weight of cutlery have been shown to affect taste perception and overall satisfaction. Research published in peer-reviewed nutritional and sensory science journals confirms that the multisensory nature of dining is far more complex than most people realize, and that the best restaurants instinctively leverage these dynamics to enhance the guest experience.

This science aligns with what the finest Las Vegas restaurants have long understood intuitively: that every element of the dining environment contributes to how food tastes and how guests feel. The most successful establishments are those that approach every detail with the same rigor they apply to the food itself.

Why Las Vegas Continues to Attract World-Class Culinary Talent

The city’s unique combination of high foot traffic, affluent visitors, and a culture that celebrates indulgence makes it an attractive destination for chefs who want to operate at the highest level. Unlike many cities where fine dining is confined to a small, local audience, Las Vegas offers access to a global clientele on a nightly basis. This exposure accelerates a restaurant’s reputation and creates opportunities for creative risk-taking that might not be viable in smaller markets.

For chefs with ambition and vision, Las Vegas is not a compromise. It is an opportunity. The city demands the best and rewards those who deliver it with a platform that few other dining destinations can match.

Dining as a Defining Experience

Fine dining in Las Vegas is not simply about eating well. It is about engaging with food as a form of art, culture, and human connection. The city’s best restaurants understand this deeply and build their entire operation around delivering experiences that transcend the transactional.

From the first bite to the final course, the goal is to create something that stays with the guest long after the meal has ended. In a city built on spectacle, the restaurants that endure are those that back their ambition with genuine substance, skill, and heart.

New York Auto Leasing Broker Shows Us How To Get the Ideal Lease Price

For many New York drivers, leasing a vehicle can be an attractive alternative to purchasing. It can provide access to a newer vehicle without requiring the buyer to own the car at the end of the contract. But finding a competitive lease price requires more than searching for the lowest monthly payment advertised online.

The structure of a lease can include the vehicle’s negotiated selling price, lease term, mileage allowance, taxes, registration costs, acquisition fees, incentives, and the amount due at signing. Two advertisements for what appears to be the same vehicle can therefore result in very different overall costs.

This is where an auto leasing broker can become useful. Rather than requiring customers to negotiate independently with multiple dealerships, a broker can help identify available vehicles, compare pricing, and coordinate the transaction.

New York-based VIP Auto Lease has operated since 2007 and describes itself as a full-service automobile broker offering both virtual and in-person ordering, nationwide delivery, and leasing options across a wide range of makes and models.

How to Get the Best Lease Price in New York

Getting a competitive lease deal starts with understanding what actually determines the cost.

A good starting point is to identify the exact vehicle you want. That means specifying the make, model, trim level, drivetrain, major options, preferred lease term, and anticipated annual mileage.

Once those details are established, shoppers can compare offers on an equivalent basis.

A lower monthly payment does not automatically mean a better deal if it requires substantially more money upfront. Likewise, an attractive advertised payment may depend on loyalty programs, conquest incentives, one-pay arrangements, or other qualifications.

VIP Auto Lease specifically notes that advertised lease prices may reflect factors such as conquest, rebates, one-pay, or loyalty incentives, and advises customers to inquire about the conditions associated with individual offers.

Start With the Vehicle, Not Just the Monthly Payment

One of the easiest mistakes when shopping for a lease is focusing exclusively on the monthly payment.

A more meaningful comparison begins with the complete transaction.

For example, shoppers should ask:

● What is the vehicle’s MSRP?

● What selling price is being used?

● How much is due at signing?

● Is the quoted payment based on a particular incentive?

● What is the lease term?

● How many miles are included annually?

● What taxes and government fees apply?

● Are there acquisition or registration charges?

● Is a broker fee involved?

● Are there additional charges at delivery?

Looking at these components helps consumers understand whether two lease offers are actually comparable.

Why an Auto Leasing Broker Can Simplify the Process

The traditional car-shopping experience can involve visiting multiple dealerships, contacting sales departments, comparing inventory, negotiating prices, and arranging paperwork.

An automobile broker approaches the process differently.

VIP Auto Lease says its service is designed to put more purchasing power in the customer’s hands while eliminating the need for traditional haggling. The company also states that customers can complete the process virtually or in person and receive nationwide delivery.

For New York consumers, this can be particularly relevant when the desired vehicle is not immediately available at a nearby dealership.

A broker can search available inventory and work toward locating the vehicle that matches the customer’s specifications rather than limiting the search to one dealership’s current stock.

Understanding the Difference Between MSRP and Lease Price

The manufacturer’s suggested retail price, or MSRP, is an important reference point, but it is not necessarily the final price used to calculate a lease.

A lease may be based on a negotiated selling price that is lower than MSRP when discounts or incentives apply.

This is one reason consumers should request the actual numbers behind a lease offer rather than comparing monthly payments alone.

A customer looking at a $500 monthly payment with significant money due at signing may ultimately spend more than another customer paying $530 per month with considerably less upfront.

The goal should therefore be to compare the complete financial structure of the lease.

The Importance of Money Due at Signing

“Zero down” and “no money down” are commonly used phrases in automotive advertising, but consumers should examine exactly what those terms mean.

VIP Auto Lease states that zero-down leases can still be subject to state taxes, bank fees, title fees, first-month payments, registration fees, and potentially a broker fee.

This distinction is important because reducing the capitalized cost by making a large upfront payment can change the monthly payment without necessarily making the overall transaction more economical.

Consumers should request a written breakdown of all amounts due at signing before committing to a lease.

Mileage Is Another Major Part of the Equation

Lease agreements typically specify a mileage allowance. Drivers who regularly exceed their contractual mileage may face additional charges when the vehicle is returned.

That makes it important to estimate annual driving realistically before signing a lease.

Someone who commutes long distances, regularly travels between New York City and Long Island, or frequently takes longer road trips may need a higher mileage allowance than someone who primarily drives locally.

Selecting the appropriate mileage at the beginning can make the lease easier to manage throughout the contract term.

Incentives Can Change the Price

Automakers and financing companies may offer different incentives depending on the vehicle, market conditions, customer eligibility, and timing.

VIP Auto Lease notes that advertised prices can incorporate several types of incentives, including loyalty and conquest programs.

A loyalty incentive, for example, may be available to an existing customer of a particular automotive brand. A conquest incentive may apply when a customer is coming from a competing brand.

The important point is that consumers should determine whether they actually qualify for an advertised incentive before using that payment as a benchmark.

Why Inventory Matters

Availability can have a significant effect on lease pricing.

A vehicle in high demand with limited inventory may be more difficult to negotiate than a model with greater availability. Conversely, dealers or brokers may have access to vehicles that are not immediately visible to a consumer searching locally.

VIP Auto Lease describes its business as using market inventory analysis and wholesale buying power to help identify pricing opportunities across different makes and models.

For shoppers, this reinforces an important principle: the best lease price may require looking beyond the first dealership that has the desired vehicle.

Comparing a Broker With a Traditional Dealership

A dealership and an automobile broker perform different functions.

A franchised dealership typically sells vehicles directly from its inventory or through manufacturer-related channels. A broker, by contrast, can act as an intermediary in locating and arranging a vehicle transaction.

VIP Auto Lease explicitly states on its website that it is not a franchised dealer and is registered as an automobile broker business under New York’s Vehicle and Traffic Law.

This distinction matters because consumers should understand who they are dealing with and what role that business plays in the transaction.

What Customers Say About VIP Auto Lease

Online customer feedback provides another perspective when consumers evaluate an automotive service provider.

Third-party listings show substantial customer-review activity for VIP Auto Lease. DealerRater hosts hundreds of reviews, many of which describe the process as convenient and highlight staff assistance with locating vehicles, pricing, and delivery.

Trustpilot also contains customer reviews discussing the company’s service, pricing, communication, and vehicle delivery. The reviews represent individual customer experiences and should be considered alongside the company’s published information rather than as a guarantee of future results.

VIP Auto Lease New York City and the Broader New York Market

The company has a physical location at 1204 Hylan Boulevard in Staten Island, while its published service information identifies coverage throughout New York City, including Manhattan, Brooklyn, Queens, the Bronx, and Staten Island. It also identifies service areas extending into Long Island, Westchester, New Jersey, Connecticut, Pennsylvania, Florida, and other locations.

For customers who prefer not to visit an office, VIP Auto Lease also promotes a virtual ordering process and nationwide vehicle delivery.

This combination of local New York service and broader delivery capabilities allows customers to approach leasing as a vehicle-sourcing exercise rather than simply shopping at the dealership closest to their home.

Questions to Ask Before Signing a Lease

Whether working with a broker or directly with a dealership, consumers should ask for clear answers to several questions before signing.

What Is the Exact Selling Price?

The negotiated vehicle price is one of the most important numbers in the transaction.

How Much Is Due at Signing?

Ask for a complete itemization rather than relying on a phrase such as “zero down.”

What Incentives Are Included?

Confirm whether the payment depends on loyalty, conquest, financing, or other qualifications.

What Is the Mileage Allowance?

Make sure the annual mileage matches expected driving habits.

What Fees Apply?

Ask about taxes, registration, acquisition fees, bank fees, broker fees, and other charges.

What Happens at Lease End?

Understand the contractual obligations associated with returning the vehicle, purchasing it, or entering another lease.

The Best Lease Price Is the Best Overall Deal

The phrase “best lease price” can be misleading if it is interpreted as simply the lowest monthly payment.

A better approach is to consider the entire financial commitment.

Consumers should compare:

Monthly payment + money due at signing + applicable fees + taxes + mileage terms + lease-end obligations

This approach creates a much clearer picture of the actual cost.

It also makes competing offers easier to evaluate because the comparison is based on equivalent terms rather than headline advertising.

Leasing a vehicle in New York does not have to mean spending hours moving from dealership to dealership. An automobile broker can provide an alternative approach by helping customers identify vehicles, compare available pricing, coordinate paperwork, and arrange delivery.

The experience of VIP Auto Lease New York City illustrates how the broker model can be used to simplify the vehicle-leasing process. The company has operated since 2007, offers virtual and in-person ordering, serves customers throughout the New York City region and beyond, and provides nationwide delivery.

Contributed by Dan Rose, a local business writer specializing in auto leasing services in New York City. Visit the business at VIP Auto Lease NYC Best 0 Down Leasing Deals, 1204 Hylan Blvd, Staten Island, NY 10305, +1 718-710-4211

Disclaimer: This article is intended for general informational and editorial purposes only. It does not provide financial, legal, automotive, lending, leasing, insurance, tax, or professional advice, and it should not be relied upon as a substitute for guidance from a qualified professional. Vehicle lease pricing, monthly payments, incentives, taxes, fees, mileage allowances, registration costs, delivery options, broker fees, approval requirements, and lease-end obligations can vary by vehicle, lender, dealership, broker, location, credit profile, customer eligibility, market conditions, and contract terms. Consumers should carefully review all lease documents, fee disclosures, incentive requirements, mileage terms, and payment obligations before signing any agreement.

Hanna Klimushka on Making AI Systems Legible and Making Them Ship

By: Peter P.

Most AI projects fail because nobody in the room can explain what the model is doing, why it produced a different answer on Tuesday than on Monday, or what that variance means for a business that answers to regulators. Hanna Klimushka has spent the last three years turning that gap into a discipline.

A London-based senior Product and Program manager with 14 years in tech, Hanna works where artificial intelligence meets industries that cannot afford to guess: pharmaceutical diagnostics, patient data, government healthcare funding. She is also the founder of PM_ON, a project management education platform, community and agency, through which she has trained more than 500 PMs and delivered work for over 60 clients.

“An AI product isn’t finished when the model works. It’s finished when a clinical director, a compliance officer and an engineer can look at the same output and agree what it means. That translation is the job,” says Hanna.

Starting in the moderation queue

Hanna Klimushka entered technology in 2012 as a moderation team lead at Opinion Corp, a US user-generated content platform operating out of Kharkiv. There was no computer science degree and no accelerated route.

She recalls, “I started in a moderation queue. That teaches you something a degree doesn’t, how a product actually behaves when real people touch it.”

By 2016, Hanna was running Agile delivery at WiserBrand, where she led HIPAA and GDPR compliance delivery alongside US legal counsel, achieved full certification, and strengthened client satisfaction across the portfolio through structured resource planning.

At Ciklum, the global engineering firm, she moved into senior delivery management, leading teams of 25 or more engineers, shortening development cycle times, and sustaining consistently positive client feedback. Proactive RAID-based risk management brought down the number of active project risks and improved cost efficiency.

Scale, then complexity

Relocating to the UK, Hanna Klimushka joined Chaucer, part of BIP Group, as a management consultant, directing a digital transformation program across eight concurrent workstreams in the energy sector with more than 50 full-time contributors. She rebuilt the governance layer with structured reporting, milestone demos and standardized coordination between workstream leads. Senior stakeholder satisfaction improved, missed deadlines fell, and day-to-day operations ran more efficiently.

“Governance is just making assumptions visible while they’re still cheap.”

The translation problem

Since October 2023, Hanna has been Senior Product and Program Manager at Eularis, which builds AI solutions for the pharmaceutical industry. It is here that her particular contribution has taken shape.

She led delivery of an AI-powered pharma diagnostics platform from discovery through scale-up, coordinating between 15 and 40 specialists across engineering, data science, machine learning, QA and DevOps, and working to 8-to-16-week release cycles. More than ten cross-functional discovery workshops with clinical, commercial and technical stakeholders cut down requirement rework and secured full roadmap sign-off in four weeks on a regulated US patient diagnostics platform. Across a SOC 2 certification program, she embedded audit trails and AI/ML regulatory controls.

On a separate engagement, she manages a retrieval-augmented generation system that reads and synthesises specialised medical documentation, currently benchmarked for accuracy on complex clinical content. Much of that work is not technical. It is explaining to pharmaceutical stakeholders why a neural system produces variable output, and building governance that makes the variance manageable rather than alarming.

From this, Hanna developed a set of reusable artifacts now used in client work and taught across her programs: AI explainability report templates, formal AI decision-escalation processes, and a method for translating model metrics such as accuracy, precision, and recall into the language executives budget against.

“A data scientist says accuracy improved one percent. A CFO hears nothing. My job is to say what that one percent means in the language the business already uses. Same fact, two languages.”

Her largest current program is a multi-phase AI platform for a global specialty pharmaceutical company, tracking billions in fragmented US government healthcare funding across all fifty states and converting it, through natural language processing and predictive modeling, into commercial intelligence. Hanna is the named Product Manager, leading data scientists, big data engineers, a solutions architect, UX designers, and business analysts. The discovery phase she managed produced a 130-page solution vision and scope document covering technical architecture, a data readiness scorecard, HIPAA compliance, STRIDE threat modeling and full information architecture.

Building, not only managing

Hanna also ships her own products. From March 2025 to April 2026, she was Senior Product Manager at AI startup Flux AI, taking Craisee, a multi-provider AI creation platform spanning video, image, audio and text, from concept to MVP in under twelve weeks. She defined the credit-based monetization model and tiered pricing, and oversaw a multi-cloud infrastructure decision that brought inference costs down substantially against direct API alternatives. The platform is now live and publicly available.

She then built one herself. Not Now is a prioritization platform putting eight techniques (RICE, WSJF, ICE and MoSCoW among them) into a single interactive toolkit for product and project managers. Its name is her argument in miniature.

“Prioritization is the art of saying ‘not now’. Most teams can’t say it, so they say yes to everything and deliver nothing on time.”

Scaling the practice

PM_ON began as a way to teach what Hanna was learning in live delivery. Its flagship course, Project Management with a Wow Effect, has now completed five cohorts with more than 100 graduates. The community around it runs to almost 400 members, and an agency arm has delivered for over 60 clients. Across LinkedIn, Instagram, Telegram and YouTube, she reaches thousands of practitioners.

She has spoken at UA Online PMDay, a long-running Ukrainian project management conference, at six consecutive editions since 2023, six talks and six expert panels. The subjects track her own work: standing out in the PM job market, consulting briefs, program management at 80-plus FTE scale, AI in everyday PM tooling, whether AI startups have any process at all, and, in 2026, the conference’s state-of-the-field session on where Project and Product management is heading. She has also spoken in Warsaw at the W Tech meetup on hiring managers who fit a company’s DNA.

The organization has begun to carry its own weight. PM_ON was a partner of the Perspektywy Women in Tech Summit in Warsaw, Europe’s largest conference for women in technology, where a member of Hanna’s team presented on the community’s work.

Certified by both Scrum Alliance and Scrum.org at PSM II level, and currently completing PMP, Hanna is deliberate about remaining a practitioner rather than a former one.

“I won’t teach from memory. Everything I teach, I used on a live project that quarter, including the parts that went badly.”

Her position on the industry’s central anxiety is unsentimental: “AI won’t replace Product managers. But a Product manager who works with AI will replace one who doesn’t.”

Learn more at wow-pm-course.com.

JFK Parking Reservation, a Smart Way to Plan Airport Travel

Traveling through John F. Kennedy International Airport (JFK) requires careful planning, especially when it comes to parking. As one of the busiest airports in the United States, JFK serves millions of passengers every year, and parking facilities can become crowded during weekends, holidays, and peak travel seasons. Making a JFK parking reservation before arriving at the airport is a practical way to simplify your travel experience. It allows you to organize an important part of your trip in advance, helping you focus on your journey rather than searching for an available parking space.

Why Reserve Parking Before Your Trip?

Reserving a parking space ahead of time offers convenience and peace of mind. Instead of making last-minute decisions after reaching the airport, travelers can compare parking options, review available services, and select a location that fits their schedule and budget. Advance planning also helps estimate the time needed to reach the terminal, whether the parking facility is within walking distance or provides shuttle transportation. Having parking arrangements confirmed before departure can make the beginning of any trip more organized and less stressful.

Parking Options Available at JFK Airport

Travelers have several parking choices when flying from JFK. Official airport parking facilities are located on airport property and provide convenient access to terminals through walking routes or the AirTrain system. These lots are often selected by passengers who prefer staying close to the airport. Beyond official parking, several privately operated parking facilities are located near JFK. Many of these locations provide shuttle transportation to and from the terminals and may also offer services such as covered parking, valet assistance, or electric vehicle charging. Choosing between these options depends on travel duration, convenience, and personal preferences.

Benefits of a JFK Parking Reservation

A JFK parking reservation can save valuable time on the day of travel by reducing the need to search for available parking after arriving at the airport. It also allows travelers to compare prices and available services before making a decision, helping them choose the option that best suits their needs. During busy travel periods, reserving in advance can improve the likelihood of finding parking in a preferred location. Planning ahead also makes it easier to budget travel expenses since parking costs are known before leaving home.

Choosing the Right Parking Facility

Selecting the right parking facility involves considering several practical factors. Travelers should think about how long they will be away, how close the parking area is to their terminal, and whether shuttle transportation is available. Security features such as lighting, surveillance cameras, and controlled access may also be important for those leaving their vehicles for several days. Reading customer reviews and understanding the facility’s reservation and cancellation policies can help travelers make informed decisions while avoiding unexpected surprises during their trip.

Tips for a Smooth Parking Experience

Preparing before departure can make airport parking much easier. It is generally a good idea to reserve parking well before the travel date, especially during holidays and other busy seasons when demand is higher. Travelers should confirm their reservation details, keep a copy of the confirmation, and allow extra time to reach the terminal if shuttle transportation is required. Arriving at the parking facility with sufficient time before check-in reduces unnecessary pressure and allows for a smoother start to the journey.

Planning Ahead for a Smoother JFK Departure

Making a JFK parking reservation is a simple yet effective way to improve the overall airport experience. Whether choosing official airport parking or a nearby private facility, reserving in advance helps travelers better organize their trip while reducing uncertainty on the day of departure. By comparing available options, considering convenience and security, and planning ahead, passengers can begin their journey with greater confidence and focus on what matters most, enjoying their travels.

Why the Search Bar Is the New Front Door, and Scott Keever Wants You Ready for Who’s Knocking

By: Erika Graham, Head of Growth

The first impression used to happen at a handshake. Today it happens in the half-second between typing a name into a search bar and reading whatever a machine decides to show first. For Scott Keever, that half-second is the most important real estate in modern business, and helping people win it has made him a consistent voice in reputation management, search engine optimization, and the fast-arriving world of AI-driven search.

“People think they own their reputation,” Keever says. “They don’t. The algorithm does, until you learn how to talk to it.”

It is the kind of line that could sound like bravado, except Keever has spent more than fifteen years backing it up. The Miami-based entrepreneur is the founder and CEO of four digital marketing agencies, including Reputation Pros and Keever SEO, and the author of Future-Proof Your SEO and Reputation Reset. He sits on the Forbes Agency Council and the Fast Company Executive Board, and his commentary on branding and AI has run in Forbes, Entrepreneur, and Fast Company. But strip away the credentials and what remains is a single, stubborn obsession: making sure that when the world looks someone up, it finds the truth, the flattering, accurate, carefully-earned truth.

From A Small Ohio Town To The Top Of The Results Page

Keever’s story doesn’t begin in Silicon Valley. It begins in Lebanon, Ohio, where he was born in 1981, and at Miami University, where he earned a degree in business administration. After a stint in corporate sales, he moved into digital marketing in 2009 and launched Keever SEO in 2015, building it into a national agency. Along the way, he improved the online visibility of hundreds of clients, from local business owners to executives at major corporations, and picked up a shelf’s worth of recognition, including multiple UpCity National Excellence Awards and a 2025 nod as a top reputation management consultant.

His famous experiment, though, was performed on himself. For more than a decade, Keever has held the number-one Google ranking for the phrase “best looking guy in Miami,” a tongue-in-cheek campaign that doubles as a live demonstration of exactly what he sells. If he can own a search result that has nothing to do with his industry and everything to do with a wink, the thinking goes, imagine what he can do for a phrase your customers actually type.

The AI Shift That’s Rewriting The Rules

What makes Keever’s timing notable is that the ground beneath search is moving. For twenty years, “being found” meant ranking on Google’s ten blue links. Now AI systems increasingly answer questions directly, summarizing the web into a single confident paragraph, and whoever those systems cite becomes the authority by default.

Keever has been unusually early to name the stakes. In 2026, he launched the Executive AI Search Masterclass, a training program built to help enterprise leaders adapt to a world where the most important audience for their content may not be a person at all, but a language model deciding who to quote. His argument is blunt. The brands that treated SEO as an afterthought are about to discover that AI has an even longer memory and far less patience for thin, inconsistent information.

“Reputation, SEO, and AI used to be three separate conversations,” he says. “They’ve collapsed into one. What the AI says about you tomorrow depends on what you publish, earn, and clean up today.”

Reputation As Infrastructure, Not Damage Control

Photo Courtesy: Scott Keever

That collapse is the through-line of Keever’s work. Reputation management, in his telling, isn’t a fire extinguisher you reach for after a bad review. It’s infrastructure you build before you need it. His second book, Reputation Reset, reframes the discipline for exactly this moment: a step-by-step case that, in an AI-mediated economy, a strong, consistent, well-documented digital presence is no longer a luxury for the famous but a baseline requirement for anyone who wants to be trusted.

It’s a message that has clearly resonated. Reputation Pros was named among USA Today’s Best Online Reputation Management Companies of 2026, and Keever has become a fixture on stages, podcasts, and in executive boardrooms where the same anxious question keeps surfacing. What happens to my name when I’m not in the room?

His answer is to get ahead of it, deliberately, publicly, and early. Through the Scott Keever Scholarship, he even funds the next generation of marketers learning to do the same.

For readers who want the full picture, the books, the companies, the ongoing commentary on where search and reputation are headed, Keever keeps it all in one place at scottkeever.io.

The front door to your reputation is now a search bar, and it never closes. Scott Keever bets that the people who understand that first will be the ones the algorithm, and everyone reading its answers, learns to trust.

Scott Keever is an entrepreneur working in reputation management, SEO, and AI-driven digital strategy. Learn more about Scott Keever’s background and work.

How Kazakh Heritage Shapes Dina Kabdolla’s Modest Fashion For AySi

By: Shawn Mars

Dina Kabdolla built her career creating fashion designed to make an impact. Statement eveningwear, sculptural silhouettes, red-carpet pieces, conceptual collections, and designs worn by an international clientele have defined her work. Her collaboration with AySi, the label founded by Aizhan Yerikovna Sufiyeva, moved the Kazakhstan-born, Los Angeles-based designer into a different conversation, one shaped by Kazakh heritage, faith, and a question she had never really put to herself. What could modest fashion become if a designer treated it as an artistic language rather than a set of limits?

The answer arrived unusually fast. Kabdolla conceived and developed the AySi collection in roughly two weeks, then had it produced in Almaty at the atelier of Elmira Jolanasheva. From Kazakhstan, the pieces traveled to Marrakech, then to Cannes, and eventually into a Riviera concept store where European shoppers could handle them for themselves.

Photo Courtesy: Christophe Insu

What Changes When Modest Fashion Becomes a Design Language?

Coverage removes the tool many designers lean on hardest. Kabdolla found that constraint clarifying rather than confining, and it reset her assumptions about modest fashion during the two weeks the collection took to come together.

“I started thinking about modesty not as something that takes away from fashion, but as something that can actually challenge a designer to become more creative,” she said. “When you are not relying on revealing the body, you begin paying much more attention to silhouette, proportion, layering, movement, texture and craftsmanship.”

Her working questions changed with it. How does a woman feel when she walks into a room? How does the garment move around her? How do you create presence without exposure? Those are harder problems than they sound, and they pushed the collection toward structure and layering instead of surface decoration.

“I realized that modesty can be incredibly powerful, feminine and expressive,” she said. “A woman doesn’t have to reveal more of herself in order to be seen.”

A Two-Week Collection Built in Almaty

Compressed timelines are ordinary in fashion. Two weeks from first idea to finished garments, for a collection later presented in two countries, is not.

“There are projects where you can spend months questioning every decision, and then there are projects where everything seems to arrive at once,” Kabdolla said. “I felt very spiritually connected to what I was creating. I believe God placed this direction in my heart at exactly the right moment, and I trusted that feeling.”

Once the woman she was designing for came into focus, the rest followed quickly. Producing the garments in Almaty gave the project a second kind of grounding. This was not a collection merely inspired by Kazakhstan. It was cut and sewn there, in a working atelier, against a schedule that left little room for revision.

Photo Courtesy: Sebastien Prigent / Christophe Insu

Heritage Without Turning It Into Costume

Kazakh references run through the collection, yet nothing in it reads as a museum reproduction. That was deliberate.

“One of the things I am most interested in today is how we preserve heritage without freezing it in the past,” Kabdolla said. “I don’t want to reproduce history. I want to have a conversation with it.”

Representing Central Asian design, in her reading, does not require every garment to announce itself as traditional. Heritage can live in a silhouette, in craftsmanship, in symbolism, in an attitude toward femininity. Sometimes it lives in a feeling and nothing more visible than that.

“I am Kazakhstan-born, but I have spent much of my professional life internationally, including in Los Angeles. Both realities are part of my identity,” she said. “I want to take what I inherited and bring it forward.”

How Did Marrakech and Cannes Reshape the Collection?

Marrakech came first. Invited as a guest designer through Model London, founded by Jia Khan, with Riad BenSaid hosting, Kabdolla presented the collection alongside an editorial production shot in the city. She has described the Marrakech presentation and editorial shoot as the point at which she began to understand her own work differently.

The setting turned out to echo the collection’s preoccupations almost exactly. Modesty, ornamentation, craftsmanship, faith, a living visual tradition carried forward into contemporary life.

“Suddenly these clothes that had been designed through my perspective and produced in Almaty were existing inside this completely different culture, and somehow they belonged,” she said. “Kazakhstan and Morocco are obviously very different places, but there are points of connection. Respect for tradition, craftsmanship, family, faith, modesty and the importance of cultural identity.”

Cannes followed. Kabdolla showed the AySi collection at Villa Turquisse during the Cannes Film Festival period through a presentation hosted by Silk Road, founded by Christophe Insu. The room at the Cannes showing at Villa Turquisse had no particular relationship to Central Asia, which was rather the point.

“What mattered to me wasn’t simply showing clothes internationally,” she said. “I wanted people to understand that something originating from Kazakhstan could participate naturally in a global fashion conversation.”

What European Customers Responded To

Retail came after the runway. Patricia Marcadella, founder of SiFaky Style, brought the collection into her Cannes concept store, and the SiFaky Style pop-up in Cannes put the garments in front of ordinary shoppers rather than an invited audience.

“A fashion show gives you emotion and visibility, but a store gives you something different,” Kabdolla said. “You see what women actually stop for, touch, try on and ask about.”

The surprise was who stopped. Women who would never describe themselves as modest fashion customers responded to the proportions, the workmanship and the cultural story behind the pieces. Some dress modestly because of faith. Others do so because of culture, or simply because they prefer coverage, restraint and a quieter register of femininity. Modest fashion, on that evidence, reaches further than the label implies.

That reading has redirected the designer’s work. Rather than setting aside the glamour and wearable art associated with her earlier collections, Kabdolla is folding those instincts into contemporary modest fashion and Central Asian design, treating the AySi project as a starting point instead of a detour.

“I want it to show that heritage doesn’t have to remain in the past and modesty doesn’t have to mean disappearing,” she said. “I believe the most meaningful work happens when you know where you come from, but you’re not afraid to imagine where it can go next.”

Collection Credits

Designer and Creative Direction: Dina Kabdolla for AySi

Founder of AySi: Aizhan Yerikovna Sufiyeva

Production Atelier: Elmira Jolanasheva Atelier, Almaty, Kazakhstan

Marrakech Fashion Presentation and Editorial: Model London, founded by Jia Khan, with Riad BenSaid

Cannes Fashion Presentation: Silk Road, founded by Christophe Insu, at Villa Turquisse, Cannes, France

Cannes Retail Presentation and Pop-Up: SiFaky Style, founded by Patricia Marcadella