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Mobot secures capital to grow its fleet of bots that test mobile app bugs – TechCrunch

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Mobot Secures Capital To Grow Its Fleet Of Bots That Test Mobile App Bugs – Techcrunch
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Mobile apps need to be tested on countless devices to make sure they work as expected. Users don’t look kindly on bad experiences – 88% say they’ll abandon apps based on minor glitches, according to software testing provider Qualitest (which admittedly has a horse in the running). Testing is a time-consuming and expensive process, with 31% of app development companies in a survey estimating spending between $5,000 and $10,000. And for some outfits, the highest quality testing just isn’t available, either for logistical reasons or for relentless reasons to reach release.

Eden Full Goh hopes to change that – and make some money doing it. She’s the founder of Mobot, a startup that’s building what Goh claims is the first “infrastructure-as-a-service” platform that lets developers use physical bots to automate application testing on devices. . Bucking the macro trend, Mobot this week closed a $12.5m Series A funding round led by Cota Capital with participation from Heavybit, Uncorrelated Ventures, Bling Capital, Primary Venture Partners, Y Combinator and Newark Venture Partners, bringing the company’s total to $17.8 million.

Previously a product engineer at Palantir and medical device company Butterfly Network, Goh came up with the idea for Mobot after seeing what she describes as “bottlenecks” in the mobile app testing process. Most companies — including her former employers — hire third-party employees or contractors to perform manual testing, which tends to be inefficient, expensive and error-prone, she says.

“There are tools developed by companies like Applitools, Test.ai and others that take advantage of existing emulated test frameworks to automate testing for mobile apps. However, the sad reality is that many defects often escape emulated software-based testing because they do not accurately represent testing on real hardware,” Goh told TechCrunch in an email interview. “Currently, Mobot is not positioning itself as a competitor or replacement for emulators and automated testing. Rather, our goal is to replace the inevitable manual quality assurance that everyone still has to do and will have to do more and more as that device fragmentation will increase over the next five to ten years.

Picture credits: mobot

It may sound new, but robotics has been used for some time to test software for mobile devices. Japan Novel Corp., based in Tokyo, has already come up with a robot that can simulate the process of flicking and tapping on a smartphone’s touchscreen over and over again. T-Mobile built a similar robot in-house, dubbed Tappy, to test different phones and tablets before they hit the carrier’s outlets.

However, these types of machines tend to require a high initial investment, according to Goh, not to mention robotics expertise.

In contrast, Mobot abstracts maintenance and upkeep, allowing customers to set up a test case simply by recording a video of the app and the device (or devices) under test. A Customer Success Manager helps develop a test flow and integrate Mobot’s analytics into development tools such as Jira, then a fleet of over 200 bots leveraging computer vision will run the aforementioned test case – tapping, swiping and rotating devices running apps, as well as connecting devices to Bluetooth devices, making them receive push notifications and more.

Once the tests are complete, the Mobot team logs the results. Customers can view reports side-by-side using a self-service tool.

“As far as we know, very few companies focus on physical QA, because the technology stack is quite different from their core proposition for web-based and browser-based testing,” Goh said. “Our biggest competitors are actually outsourced, outsourced manual testing services offered by companies like Applause, Infosys, and Qualitest, because manual testing is most similar to the automated physical testing that Mobot does…Mobot protects the whole mobile app customer journey, which is impacted by missed bugs – user acquisition (e.g. deep links, sign-up flow, onboarding), retention and engagement (push notifications and crashes) to monetization (payment and in-app purchases).

Mobot claims to have run thousands of test cycles since its inception in early 2018, collecting millions of screenshots from tested apps. Early adopters include big names like Citizen and Mapbox, as well as Branch, Radar, Persona and about 45 others, according to Goh.

There are competitors, like Finnish company OptoFidelity, which offers robot-assisted testing for touchscreens and infotainment systems. But Mobot does not plan to stop at applications. Over the next few years, the goal is to use the data the company has collected to provide customers with product information and “exploratory testing features,” Goh says. Beyond that, Mobot is building a testing framework to evolve with technological advances in augmented reality headsets, smartwatches, and yet-to-be-released products like smart contact lenses.

Is robotics-based testing a scalable idea? Robots break down, after all, and Mobot is keeping his finances close to his chest for the time being. (Much of the company’s operations are shrouded in secrecy, apparently for competitive reasons; Mobot’s public website does not show images of its robots.) But Goh gives the impression that she genuinely believes to the model, especially as the market for peripherals like head-up displays is about to grow.

Mobot

Picture credits: mobot

“Over the next two to five years, software will become increasingly mobile-centric and connected,” Goh said. “We envision autonomous robot warehouses in the middle of nowhere – where real estate is affordable – filled with thousands of robots capable of testing any physical action a human would do on a product: tapping, swiping, shaking a device, pressing on buttons. , scanning a QR code, taking a photo, listening, speaking and more.

In the shorter term, Mobot will use the proceeds from the last funding round to expand its sales, marketing and engineering teams, increasing the overall headcount from 42 employees today to 50 by the end of the year. year. As the tech industry implements hiring freezes and downsizing, it helps that Mobot is a “counter-cyclical” company, Goh says. She says the demand for QA testing in the mobile space hasn’t diminished as companies continue to ship new apps and updates to existing apps.

“The [is no] offering in the market to democratize physical testing for the everyday software engineering team who would never have the expertise to build a fleet of robots on their own,” Goh said. “Mobot is a strategic and cost-effective solution for streamlining a technology company’s product development process.”

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Live now! Chris Perkins and Dave Hyde break down game vs. Bills and preview Thursday night’s matchup with Bengals on Dolphins Deep Dive

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Live Now! Chris Perkins And Dave Hyde Break Down Game Vs. Bills And Preview Thursday Night’s Matchup With Bengals On Dolphins Deep Dive
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Introducing “Dolphins Deep Dive with Perk,” the South Florida Sun Sentinel’s new weekly Dolphins video show featuring Chris Perkins, Dave Hyde, David Furones and occasional guests.

On Monday’s show, the Dolphins writers discuss Sunday’s huge win over the Buffalo Bills. They also look ahead to Thursday night’s matchup versus the defending AFC champion Cincinnati Bengals and answer viewers’ questions.

Click here for the “Dolphins Deep Dive with Perk” video page, where you can watch the latest episode.

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Twin Cities school segregation not unconstitutional in absence of lawmaker intent, appeals court panel rules

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Twin Cities School Segregation Not Unconstitutional In Absence Of Lawmaker Intent, Appeals Court Panel Rules
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Racial segregation in Twin Cities schools does not violate the state constitution unless it can be proven that state lawmakers intentionally caused that segregation, an appeals court panel ruled Monday.

The ruling affirms a lower court’s December decision in Cruz-Guzman v. State of Minnesota, a major school segregation lawsuit that’s been winding its way through the courts and Legislature since 2015.

Attorneys for the plaintiffs and the state reached a tentative settlement in spring 2021. At a cost to the state of $63 million a year, it would have created new magnet schools, new regulations and a system of voluntary student busing in order to better integrate schools in St. Paul, Minneapolis and their suburbs.

But when legislative leaders declined to approve the settlement, plaintiffs attorney Dan Shulman asked Hennepin County District Judge Susan Robiner to decide key parts of the case without going to trial.

Specifically, he wanted her to find that school segregation is unconstitutional, even in the absence of intent or proof that state lawmakers and bureaucrats caused it.

His argument largely relied on a footnote from a 2018 state Supreme Court decision that revived the Cruz-Guzman case after Robiner had dismissed it. That footnote said it’s “self-evident” that segregated schools violate the education clause of the Minnesota Constitution.

However, Robiner in December rejected Shulman’s motion for partial summary judgment, finding that school segregation only violates the state constitution if it is “intentional.”

If Shulman is right, she wrote, the only remedy would be to redistribute Twin Cities students to different schools according to their race, which the U.S. Supreme Court has clearly said violates the 14th Amendment’s equal protection clause.

APPEALS COURT RULING

Writing for a unanimous three-judge panel on Monday, Court of Appeals Judge Mathew E. Johnson wrote that the state Supreme Court’s footnote was referring to the sort of intentional segregation found in the landmark 1954 U.S. Supreme Court decision in Brown v. Board of Education.

Shulman’s motion, on the other hand, referred to de facto segregation, where there’s no showing that state actors intentionally caused it.

“A racially imbalanced school system, by itself, is not a violation of the Education Clause of the Minnesota Constitution,” Johnson wrote.

“A racially imbalanced school system caused by intentional, de jure segregation of the type described in Brown would be a violation of the Education Clause of the Minnesota Constitution. A racially imbalanced school system caused by de facto segregation, by itself, is not a violation of the Education Clause of the Minnesota Constitution, even if state action contributed to the racial imbalance.”

Monday’s ruling does not end the case. The plaintiffs can appeal to the state Supreme Court, and even if they lose again, they still can try to prove that state actors intentionally set up a system that would result in segregation.

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All eyes on QB Tua Tagovailoa’s availability on Dolphins’ short week before Thursday game in Cincinnati

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All Eyes On Qb Tua Tagovailoa’s Availability On Dolphins’ Short Week Before Thursday Game In Cincinnati
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Miami Dolphins defensive tackle Christian Wilkins usually notes there’s a “24-hour rule” after NFL games — win or lose — before the emotions of one result must shift into preparation for the next opponent.

But even that’s too long when the Dolphins only have three days between Sunday’s thrilling 21-19 win over the AFC East Goliath Buffalo Bills and a Thursday night game at the Cincinnati Bengals.

“It’s the 12-hour rule,” said Wilkins at the news conference podium postgame, meaning the expiration time was around 4:30 a.m. Monday morning. “We just get [Sunday night], and [Monday] we’re already getting ready for the next opponent so we can turn the page and get ready for Thursday night.”

Those 72 hours between game days will be under a microscope, especially quarterback Tua Tagovailoa’s availability in Cincinnati on the quick turnaround.

Tagovailoa was initially said to have suffered a head injury when he exited at the first half’s two-minute warning after getting pushed by Bills linebacker Matt Milano, causing Tagovailoa to fall back and hit the back of his head on the turf. Tagovailoa appeared woozy and stumbled upon getting up from the hit before being escorted by trainers into the locker room.

He was cleared in concussion protocol and returned for the second half, finishing 13 of 18 for 186 yards and a touchdown pass. Tagovailoa and coach Mike McDaniel both said postgame it was actually a back injury Tagovailoa was dealing with, as the roughing-the-passer play exacerbated earlier discomfort Tagovailoa experienced in his lower back from a quarterback sneak.

The NFL Players Association on Sunday afternoon initiated an investigation of the handling of Tagovailoa’s concussion check.

“It was uncomfortable going in,” said Tagovailoa of his second half, which involved him making a stellar 45-yard throw deep over the middle to Jaylen Waddle on third-and-22 that set up a go-ahead score. “I guess you could say it was the adrenaline that was keeping me going with the throwing.”

Of his back, Tagovailoa added postgame Monday: “It’s tight. It was sore when it first happened.”

McDaniel is expected to have injury updates in a Monday afternoon news conference after a Sunday win that also had cornerback Xavien Howard (groin, cramps), tackles Terron Armstead (toe) and Greg Little (finger), guard Robert Hunt and linebacker Elandon Roberts (quadriceps) among players dealing with injuries. Nose tackle Raekwon Davis (knee) missed the game against Buffalo after entering questionable, and receiver Cedrick Wilson Jr. (ribs, toe) was limited to five offensive snaps.

This story will be updated.

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Ravens-Patriots in review: Highlights, notables and quotables from a Week 3 victory

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Ravens-Patriots In Review: Highlights, Notables And Quotables From A Week 3 Victory
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The Ravens bounced back from a gut-punch loss to the Miami Dolphins with a 37-26 road win over the New England Patriots. Quarterback Lamar Jackson threw four touchdown passes and ran for another while the defense created four turnovers on New England’s last five drives.

Players of the Week

QB Lamar Jackson: New England had no answer for Jackson, who threw for 218 yards and four touchdowns and carried 11 times for 107 yards and another score. He has 10 touchdown passes through three games and has run for at least 100 yards in two straight as he makes an early Most Valuable Player case.

S Kyle Hamilton: When wide receiver Nelson Agholor broke into open space with 5 minutes, 45 seconds left in the fourth quarter, the Patriots appeared on their way to a go-ahead touchdown. Instead, Hamilton chased him down and punched the ball free, allowing Marcus Peters to fall on it. In addition to that climactic play, the rookie gave up just one completion on 14 coverage snaps, according to Pro Football Focus.

WR Devin Duvernay: The Ravens clung to a one-point lead in the third quarter when Duvernay gave them a jolt by dancing 43 yards along the sideline on a punt return. Four plays later, he followed up with a leaping catch in the corner of the end zone for his fourth touchdown of the year. He has caught all eight balls thrown his way in three games.

Snap-Count Analysis

Cornerbacks Marlon Humphrey and Marcus Peters seemed back to full strength, playing 65 and 63 of the team’s 66 defensive snaps, respectively. With outside linebacker Justin Houston and nose tackle Michael Pierce injured, veteran defensive tackle Calais Campbell embraced a heavy workload, playing 59 snaps. Inside linebacker Josh Bynes played 71% of the team’s defensive snaps, taking on a larger role against New England’s determined running game. Outside linebacker Brandon Copeland stepped in to play 26 defensive snaps in his first game as a Raven. Rookie cornerback Jalyn Armour-Davis played just nine defensive snaps after he struggled early against DeVante Parker.

J.K. Dobbins and Justice Hill shared the workload evenly at running back, playing 26 and 29 snaps, respectively. Mike Davis played one snap. At wide receiver, Devin Duvernay played only two fewer snaps, 35, than Rashod Bateman. Rookie tight end Isaiah Likely dealt with a groin injury during the week and played 20 of 60 offensive snaps. Tight end Nick Boyle played just four snaps in his first game action of the season. Josh Oliver was on the field more than either with 24 offensive snaps. Rookie Daniel Faalele played 54 snaps at left tackle after Patrick Mekari sprained his ankle.

Number Crunch

32: Mark Andrews’ career touchdown reception total. The fifth-year tight end ranks second on the franchise’s all-time list behind Todd Heap (41) after he scored twice against the Patriots.

3: Players in league history who have thrown four touchdown passes and run for 100 yards in the same game, per ESPN Stats & Info. Lamar Jackson joined Randall Cunningham and Cam Newton with his performance Sunday.

4: Turnovers created by the Ravens defense, more than in any game last season.

5.0: Opponents’ per-carry average against the Ravens’ run defense. They ranked sixth worst in the league after Sunday’s game.

Quote of the Week

Coach John Harbaugh on Lamar Jackson: “His way is winning football. It’s fundamentally sound quarterback play. He’s running the show out there. He’s making the checks. He’s managing the clock. All the things that you would say an operator or a manager does, he’s doing all those things, too. He’s doing those things, and he’s making plays sometimes when the play doesn’t make itself.”

Next Up

Buffalo Bills at M&T Bank Stadium, Sunday, 1 p.m.

The Bills went into Week 3 widely regarded as the best team in the league after they won their first two games by a combined 55 points. But they lost a divisional showdown to the Miami Dolphins, the same team that upset the Ravens in Week 2. The Bills fell 21-19, despite outgaining the Dolphins by more than 200 yards and running 90 offensive plays to Miami’s 39.

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Gophers quarterback Tanner Morgan named Big Ten offensive player of the week

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Gophers Quarterback Tanner Morgan Named Big Ten Offensive Player Of The Week
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Gophers quarterback Tanner Morgan was named Big Ten offensive player of the week Monday. The sixth-year senior had a banner day in the 34-7 win over Michigan State on Saturday.

Morgan completed 88 percent of his passes Saturday — the third-best mark of his five-year playing career. In 2019, he completed 95 percent on the road against Purdue and then 90 percent in the upset of Penn State.

Morgan, who had 268 passing yards, three touchdowns and no interceptions, was great throwing more than 10 yards down field. He completed 11 for 12 for 150 yards and one touchdown in passes between 10 and 20 yards downfield. He was 2 for 3 for 49 yards traveling more than 20 yards. He added three rushes for 27 yards, earning some key first downs.

Morgan is the first Minnesota player to win Big Ten offensive player of the week since Nov. 9, 2020.

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‘Basketball Wives’ star Brooke Bailey’s daughter dead at 25

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‘Basketball Wives’ Star Brooke Bailey’s Daughter Dead At 25
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The 25-year-old daughter of “Basketball Wives” star Brooke Bailey has died, the reality mom announced Sunday.

“Forever my baby, Pretty Black aka Kayla Nicole Bailey,” she wrote on Instagram along with a series of photos of the pair. “This is not a goodbye. Mommy will see you soon.”

Bailey did not announce the cause of death for daughter Kayla, but did reshare a post that mentioned a car crash.

“My baby girl is so loved by all of youuuuu!!! The love and support my family has received today is unreal and so appreciated,” the 45-year-old reality star wrote in an Instagram story.

“Kayla left a mark on so many lives. She entered the room and demanded respect, love and attention. If you had the pleasure of meeting her and being friends with her she has forever changed your life.”

Bailey, who has been romantically linked to former NBA All-Star Rashard Lewis and University of Florida standout Vernon Macklin, who was drafted by the Pistons in 2011, returned to “Basketball Wives” in its 10th season.

In the current season, she and her new husband “turn their attention to IVF with hopes of completing their family,” according to the VH1 synopsis.

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