Job seekers spend most of their energy guessing what employers want. The people actually doing the hiring say the answer is simpler than most candidates think.

BOWIE, Md., Aug. 22, 2026 /PRNewswire/ — Hiring managers filling cloud and AI infrastructure roles decide on four things: whether they trust you with a system that costs money when it breaks, whether you can explain a technical problem in plain language, whether you can point to real work you did, and how you behave when you do not know an answer. Skill only gets you past the first filter.

Most career advice is written from one side of the table. How to write a resume, how to answer interview questions, how to follow up. Almost none of it comes from the people actually deciding who gets hired.

That is the more useful conversation, says Tayo Lusi, founder of The Apex Institute. His training program tracks hiring patterns across cloud and infrastructure roles closely, and he says most candidates optimize for the wrong thing.

“Job seekers think hiring managers are looking for the smartest person in the room,” Tayo said. “Most of the time, they are looking for the person they trust the least to cause a problem at two in the morning.”

What do hiring managers actually decide on?

Four things, in roughly this order.

Trust. Would they hand you a system that costs real money and real downtime if it breaks.Communication. Can you explain a technical problem to someone who is not technical.Proof of real work. Can you point at something you built and say what problem it solved.Handling uncertainty. What you do when you hit something you do not know.

Does the most technically skilled candidate win?

Rarely. Skill is the entry fee, not the deciding factor.

Technical skill gets you through the first filter. It proves you can do the work at a baseline. Past that point the skill gap between finalists shrinks, and something else decides it.

That something else is trust. Hiring managers are not only asking whether you can build something. They are asking whether they want you paged at midnight when it goes down. If you want to know what to learn and in what order before any of this matters, the free Cloud Engineering Career Path Roadmap lays out the sequence.

Why does clear communication matter so much?

Because cloud and AI infrastructure roles are never isolated. You explain technical problems to non technical people, write documentation other engineers rely on, and stay calm describing what went wrong during an outage.

Candidates who can only speak in technical language raise a quiet red flag. Hiring managers read it as risk. If you cannot explain a problem clearly in an interview, they wonder how you will explain a production issue at 3 a.m. to a team already under pressure.

What counts as proof of real work?

A resume full of tool names says almost nothing. Everyone lists the same platforms and certifications. What separates candidates is pointing at something they built and explaining the problem it solved.

“A project with a clear before and after is worth more than five certifications,” Tayo said. “I have sat across from candidates who could not explain why the thing they built mattered. That is a bigger problem than not knowing enough tools.”

This is the common blind spot for graduates of traditional coding and IT programs. They finish with a list of completed lessons and no story about impact. Hiring managers notice that gap immediately.

Get the free Cloud Project Portfolio Blueprint and build the one project a hiring manager will actually ask about.

How should you handle not knowing an answer?

Say so, then explain how you would find out. That answer beats a confident guess almost every time.

Nobody walks in knowing a company’s specific systems, and hiring managers expect gaps. They are watching how you respond when you hit one. Someone who guesses confidently and gets it wrong is a bigger risk than someone honest about the gap, because in infrastructure work false confidence under pressure does more damage than missing knowledge.

Why are cloud and AI infrastructure roles harder to fill right now?

Because spending on this area is rising while hiring slows elsewhere. Roles sit open longer here than almost any other category in tech. The U.S. Bureau of Labor Statistics projects continued growth across computer and information technology occupations through the decade, with demand concentrated near infrastructure and security.

That pressure does not lower the bar on trust and communication. It raises it, because a bad infrastructure hire is more expensive to unwind than almost any other role. And when you do reach the offer, the free Tech Salary Negotiation Scripts and the free Cloud Engineering Salary Benchmark cover what the role is worth and how to ask for it.

Can these qualities be taught?

That is the bet The Apex Institute is built on. Most programs teach the technical skill and leave the rest to the candidate. Here, communication, documented proof of work and how you handle uncertainty are part of the curriculum rather than an afterthought.

Students have reported more than $11 million in combined job offers across 41 people. Individual results vary and are not typical.

“We are not just trying to teach people cloud infrastructure,” Tayo said. “We are trying to teach people to think like the person on the other side of the interview table, because that is who decides whether they get hired.”

The longer term goal is bigger than any one cohort. The company aims to impact millions of lives globally, including future nonprofit initiatives in developing countries teaching foundational cloud and tech skills. The qualities hiring managers trust are not tied to a country or a background. They can be built anywhere.

How do you become the candidate they hire?

Stop trying to be the smartest person in the room. Be the one they trust with cloud and AI infrastructure roles at two in the morning.

Get the free Cloud Project Portfolio Blueprint and build proof instead of another certificate.

Book your free career strategy call and get an honest read on how you would interview today.

About The Apex Institute

The Apex Institute is an IT career training company that trains working professionals in cloud engineering, DevOps and AI infrastructure, helping them move into the roles employers are struggling to fill as AI adoption accelerates. Students have reported more than $11 million in job offers to date. Individual results vary and are not typical. Learn more at apexedu.io.

Media Contact
Tayo Lusi
contact@apexedu.io

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SOURCE The Apex Institute

DREAMOSIS is a new kind of mobile game where your selfie, everyday objects and real-world places become the building blocks of your own evolving collectible universe.

LONDON, Aug. 22, 2026 /PRNewswire/ — Take a selfie. Photograph anything around you. DREAMOSIS turns the combination into something that has never existed before — a unique digital Relic born from you and your world.

London-based Novifolium Ltd has launched DREAMOSIS, a mobile game built around a provocative idea:

What if the main character wasn’t designed by a game studio — because it was you?

Instead of entering somebody else’s predetermined universe, DREAMOSIS asks players to bring their own reality into the game.

Your face. Your possessions. The places you visit.

They become ingredients.

Take a selfie. Pick an object. See what you become.

The core experience starts with something almost everyone already does: taking a selfie.

Players combine a selfie + a photograph of virtually any object + a Dreamdrop discovered within DREAMOSIS.

Then the unexpected happens.

Those ingredients are transformed into a unique digital Relic that becomes part of the player’s collection.

A pair of sunglasses. A coffee cup. A souvenir found halfway around the world. Even something sitting forgotten on your desk.

If you can photograph it, it can become part of your DREAMOSIS world.

Because the ingredients come from the player, two people can play DREAMOSIS and emerge with radically different collections.

Dreamdrops hide parallel versions of the real world

Behind the selfie experience sits another layer: Dreamdrops.

Dreamdrops are collectible discoveries tied to parallel, imagined versions of real locations. Cities become explorable constellations of familiar landmarks, hidden places and unexpected curiosities — each reinterpreted through the DREAMOSIS universe.

A player exploring London, for example, might encounter Dreamdrops connected to places ranging from the British Museum and Highgate Cemetery to Little Venice, Portobello Road and the Barbican Conservatory — alongside more obscure locations waiting to be uncovered.

Some are visible. Others exist only as rumours until discovered.

But finding them is only the beginning.

The Dreamdrop becomes an ingredient. The player provides the selfie and the object. DREAMOSIS turns all three into something personal.

So a discovery associated with a real place can ultimately become a Relic that could belong to only one player.

This isn’t a game world. It’s your world, dreaming.

Traditional games create a universe and ask millions of people to enter it.

DREAMOSIS reverses that relationship.

It takes your face, your objects and echoes of places that actually exist and lets them collide inside a parallel collectible universe.

A journey can leave behind more than photographs.

A random possession can acquire another identity.

And a selfie can become the beginning of something that has never existed before.

The universe has already escaped the screen

DREAMOSIS doesn’t end as an app.

DREAMO — Novifolium’s physical collectible character series — was successfully backed on Kickstarter, demonstrating early interest in bringing the wider universe into physical form.

The relationship works in both directions: DREAMOSIS pulls people, objects and locations into its digital universe, while DREAMO brings characters from that creative world back into physical reality.

Together, the projects point toward a broader ambition:

A world that can move between person, place, screen and shelf.

What if the next entertainment universe is built from its audience?

Generative technology is changing how games, characters and digital worlds can be created.

DREAMOSIS asks a different question:

What happens when the player’s own face, possessions and experiences become the raw material?

Millions of players don’t have to experience exactly the same universe.

They can create millions of different ones.

One selfie. One object. One Dreamdrop. What will you become?

DREAMOSIS — The game doesn’t just give you a world. It dreams yours.

About DREAMOSIS

DREAMOSIS is a mobile interactive entertainment experience developed by Novifolium Ltd. Players combine selfies and photographs of real-world objects with collectible Dreamdrops connected to parallel interpretations of real locations, creating unique digital Relics and personal collections.

About DREAMO

DREAMO is Novifolium’s physical collectible character series. The project was successfully backed through Kickstarter and forms the physical collectible layer of the wider DREAMOSIS universe.

About Novifolium

Novifolium Ltd (Company No. 16788696) is a London-based company developing original entertainment, digital experiences and collectible intellectual property.

DREAMOSIS is available now on iOS and Android:
dreamosis.com/app

Media enquiries:
Novifolium Ltd — hello@novifolium.com

Press Contact: Augustine, https://www.novifolium.com/

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SOURCE Novifolium Ltd

Architectural PDFs become a priced, CAD-ready scope of work in minutes. Free trials and founder consultations at #C1662, Building C, Level 1, IWF Atlanta, August 25–28.

ORLANDO, Fla., Aug. 22, 2026 /PRNewswire/ — MillworkSuite today released its AI estimating and direct-to-drafting platform for millwork and casework manufacturers. The platform reads a set of PDF architectural drawings, returns a priced scope of work, and sends that same scope into HOMAG iX, Microvellum or CabinetVision as cabinet layouts already positioned on the wall. SMI Cabinetry cut its drafting time in half using MillworkSuite. The company will demonstrate the platform at #C1662, Building C, Level 1 at the International Woodworking Fair in Atlanta, August 25–28. Watch an entire drawing set converted to estimates & scope of work in a few minutes; Take a free trial, and book a session with the founder on doubling drafting productivity within two weeks. MillworkSuite product line was developed in collaboration with CLOUDSUFI, their technology partner.

Drafting is the bottleneck
Millwork shops lose jobs to the drafting queue. The demand is there. The queue is weeks deep, and skilled drafters cannot be hired fast enough to shorten it. A shop will estimate ten projects for every one it drafts, and drafting is what decides how much work moves through the building.

The work itself makes it worse. Starting a job in HOMAG iX,  Microvellum or CabinetVision means building the same wall the drafter built last week. Every box gets placed by hand. Every unit takes twenty-odd parameters. After that comes the copying and pasting and nudging until the gaps close, and none of it draws on the judgment a drafter spent years acquiring.

“MillworkSuite started as a drafting tool, not an estimating tool. I have a cabinet shop with a drafting backlog, and no amount of hiring was going to fix it fast enough. The estimating front end exists because you cannot automate a drafting package from drawings no one has scoped yet — but drafting is the bottleneck, and it always was. Getting the grunt work off of a drafter and doubling their productivity is worth more to a millwork shop than anything I could do on the estimating side alone. CLOUDSUFI helped accelerate our vision and launch MillworkSuite today. ” — Rob Hull, Founder, MillworkSuite

What direct-to-drafting changes
MillworkSuite exports an entire elevation in one pass. Every cabinet lands on the wall where the architect drew it. The same scope drives the estimate and the CAD export, so a project gets measured once instead of three times.

Drafters keep the work that needs them: banners, labeling, material breakouts, material lists and custom items. The repetitive build-up is what the platform takes off their desk.

Built only for millwork
Most takeoff tools serve construction broadly. MillworkSuite serves one trade. It covers uppers, bases, countertops, vanities, toe kicks and soffits, and the drafting logic behind them.

Platform capabilities

Drafting export

The whole elevation exports in one pass. Every cabinet sits on the wall as drawn.
Sizes adjusted during estimating carry through to CAD. Units arrive at the confirmed width, height and depth.
A mapping table links detected millwork types to the shop’s own HOMAG iX, Microvellum or CabinetVision product types.
Narrow a base cabinet and the adjacent units shift to close the gap. No manual re-alignment.
Project data is encrypted. MillworkSuite cannot access it.

Estimating
The estimating side feeds the export. On import, the platform renames every sheet and groups it by drawing set. It then scans the set for room names, drawing scales and millwork types, and ties each elevation marker to the sheet it references. Dimensions and areas are computed from page scale and totaled across sheets. The shop sets its own material, labor and overhead rates and applies discounts by line item, by category, or across the board. The priced estimate becomes a submission-ready scope of work, and nothing gets keyed in twice. Revision sets (CCDs, addenda, re-issues) are grouped by sheet number against the originals, so changes surface before drafting starts.

Availability and pricing
MillworkSuite is generally available now. Subscription pricing is tiered by capability.

Takeoff covers estimating and takeoff only, sold exclusively through authorized partners.
Starter and Premium add direct-to-CAD drafting export, sold direct or through the partner channel.
Enterprise configurations are built for shops with high estimating and drafting volume.

Annual pre-payment carries a discount. New customers go through a structured onboarding period: pricing catalog setup, CAD library mapping and team training.

See it live at IWF Atlanta

#C1662, Building C, Level 1, Georgia World Congress Center, August 25–28
Live demonstrations from 8am to 5pm daily
See live drawing set converted into estimates using AI. Register at millworksuite.com.
A free working session on getting twice the drafting output from the drafters already on staff
Exclusive Show Offer: Stop by our booth for a live demonstration of MillworkSuite. Discover how our AI turns architectural drawings into Estimates and detailed Scope of Work in just a few minutes; then seamlessly export them to your preferred CAD system with a single click.

About MillworkSuite
MillworkSuite is an AI-powered estimating and direct-to-drafting platform built exclusively for millwork and casework manufacturers. It exports directly to HOMAG iX, Microvellum and CabinetVision. The company is headquartered in Orlando, Florida. Visit www.millworksuite.com

Technology partner
CLOUDSUFI, an AI-native technology company, developed and trained custom open-weight models for MillworkSuite.

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SOURCE CLOUDSUFI