MC Project

We were scared of living too far from our aging parents. Instead of either of us moving home, we found a compromise.

support@mycoding.id (Susanna Kelly-Shankar) — Mon, 12 Oct 2026 14:45:14 +0700

Direct flights have made it easier to go rear to our hometowns and for our parents to sojourn us in Vancouver, too. Courtesy of Susanna Kelly-Shankar

Alaska is a bucket-list journey destination for many. For me, it's the location I call home, but I established myself itching to depart as an adult.

After years of traveling, I felt akin I was changing, during my hometown stayed icy in time. I was prepared for a imperishable adventure abroad, and so I set my sights on moving to Europe.

Then one fateful evening, during climbing the company ladder to backing my European dream, I met a traveling Australian who shared a akin imagination of existence abroad — it felt akin kismet. Through distance, we stayed connected, fantasizing concerning a move.

One day, I eventually took the leap, packed my existence into a few suitcases, and moved midway throughout the earth to Munich, taking the chance on an breathtaking new association and life in Germany.

The archetypal few months were tough. Our days were complete of navigating visas, traditional differences, bureaucracy, tongue learning, and flat hunting — but the challenges delivered big rewards.

Over six transformative years, Munich became our home. We built lifelong friendships and discovered a fit work-life balance. Our association became rock-solid, and we flew to Las Vegas to get married. Not lengthy after, we were granted imperishable residency.

People asked us why we chose to move to Germany. Our answer felt easy: Europe was a dream, but logistically, it was a kind of center dirt between the United States and Australia, a location anywhere we the two had to commencement complete on equal footing.

I frequently joked that I was a German at heart, and living in Munich felt akin a homecoming in many ways, so I never saw myself leaving following operating so difficult to get here.

It was the ideal midway item — until it wasn't.

While looking for a compromise, we set our sights on Vancouver

Although we loved Munich, we didn't awareness we could remain so far from our parents. Courtesy of Susanna Kelly-Shankar

The COVID-19 epidemic brought our lives and earth journey to a screeching halt. Seemingly overnight, our idyllic location between Sydney and Eagle River felt impossibly far away.

With our parents in a high-risk group, I had anxiety all period my phone rang, wondering if it would be the benevolent of news that would call me home. But in Munich, anywhere traveling to Anchorage would obtain me concerning a day, I power not be capable to get residence in time.

Living fractional a earth distant from our aging parents went from being an breathtaking existence adventure to a stressful and agonizing distance.

That was whenever we started having the conversation concerning moving home. It was difficult to stroll distant from everything we built in Germany, but in our bosom of hearts, we knew it was period to be nearer to our loved ones.

My partner and I had wedding celebrations in three distinct places. Courtesy of Susanna Kelly-Shankar

But anywhere is residence whenever you're a multinational couple? How could we choose between his parents in Sydney and my parents in Alaska?

To create matters additional complicated, neither of us was prepared to come back to our residence countries. We started exploring a colony that power authorize us to assistance the two families.

I have dual Canadian citizenship through my dad, and Vancouver, Canada, attempt to the top of our shortlist since of its common flights year-round to Sydney and seasonal straightforward flights to Anchorage. (Offseason, I could fly residence via Seattle alongside a quick stopover.)

Once the earth reopened, we began the big global move procedure all complete again, navigating visas, friendships, pet relocation, and flat hunting.

It didn't obtain lengthy for our move to pay off

We've been settling into our existence in Canada. Courtesy of Susanna Kelly-Shankar

The instant I landed in Vancouver, my bosom ached for existence in Munich. I wasn't certain I could modify to the two the civilization daze of living in Canada and the reverse civilization daze of being rear in North America.

Our decision break even nearly immediately, and any fears I had complete making the correct choice disappeared. Shortly following moving, my dad had a abrupt cardiac apprehension during playing ice hockey.

Within hours, I was on a straightforward three-hour escape residence and by his flank in the hospital, capable to assistance him and my mom during his lengthy recovery.

Now, it doesn't obtain too lengthy for me to fly rear to Alaska. Courtesy of Susanna Kelly-Shankar

Similarly, my partner has made comparatively quick-turnaround trips to Sydney, akin whenever he went residence to assistance his dad through a twice knee-replacement surgery.

His options now contain regular straightforward flights that obtain concerning 15 hours — a important decrease from the former 22-plus-hour indirect options from Munich.

It's been nice to be capable to sojourn my hometown, Eagle River, additional easily. Courtesy of Susanna Kelly-Shankar

As period goes on and our parents continue to age, being as near as we can to our families has been a true privilege and blessing. We went from seeing our families formerly all few years to multiple times a year.

Six years distant in Munich, the two my partner and I realized how much period we misplaced alongside our parents; the years of aging abruptly seemed to hit all at once.

Apart from being there for the lows, I get to be there for the highs, too. I've been about for additional birthdays, additional celebrations, and additional stories parents can continue on face-to-face

Making memories alongside our parents during we motionless have them is additional crucial than living out our aspiration in Germany. Over time, I have established huge happiness in Canada, where, surrounded by mountains and ocean, I get the raw, rugged nature I young female so much concerning Alaska, the liberty to activity for myself, and the benefits of living in specified a multicultural city alongside my partner.

We certainly scheme to remain a while.

This Rugged and Portable JBL Bluetooth Speaker Is 27% Off Right Now

support@mycoding.id (Pradershika Sharma) — Mon, 12 Oct 2026 14:30:00 +0700

Pradershika Sharma is a tech deals author for Lifehacker.

She has a Master’s flat in English Literature, a B.Ed., and a TESOL certification. She has been penning professionally since 2018, creating merchandise reviews, affiliate articles, and hunt ads for earth clients during operating alongside Rubix Agency and Cognizant. Previously, she spent a twelvemonth instruction English at the younger elevated level.

An avid audience since childhood, Pradershika's idea of extreme sports is staying up to peruse “just one additional chapter.” She lives in India.

The JBL Go 5 is downward to $39.95 from $54.95 on Amazon, and price trackers display that this is its lowest cost so far. At approximately four inches broad and fair complete fractional a pound, it is small adequate to toss into a backpack, clip onto a bag, or keep on your array without taking up much room. The upgraded IP68 ranking additionally makes it a improved journey companion than the Go 4, particularly for coast days, hikes, or anyplace powder and h2o are apt to display up.

Get Deal SEE -1 MORE

Battery existence gets a humble betterment too, alongside JBL ranking the Go 5 for up to eight hours of playback, or about 10 hours alongside Playtime Boost turned on. That should comfortably shield a day out, but it is not built for all-day-and-night listening. The identical goes for volume. It gets fairly noisy for item this small, but it is improved suited to a outing table, bedroom, or a few group sitting nearby than covering a backyard party. Its front-facing controller additionally makes placement additional important, since the audio is noticeably stronger whenever you are sitting in forefront of the speaker than off to either side.

What do you think so far?

The Go 5 does add a few conveniences that create it easier to live with—you can now perform audio complete USB-C, Bluetooth 6.0 brings LC3 codec support, and AirTouch lets you brace two Go 5 speakers for stereo merely by bringing them together. JBL’s companion app additionally gives you additional authority complete the EQ if you desire to tweak the sound. None of these upgrades dramatically alter the listening cognition compared alongside the Go 4, so owners of the older example do not have much logic to hurry out and substitute it. At $40, though, the Go 5 is the improved buy for person who wants a compact speaker alongside additional durability, slightly longer power division life, and a few helpful extras without moving up to a larger model.

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Pradershika Sharma is a tech deals author for Lifehacker.

The OnePlus 16 is the company’s most interesting phone in years

support@mycoding.id (Dominic Preston) — Mon, 12 Oct 2026 14:13:53 +0700

Today the OnePlus 16 launched in China, the company’s archetypal flagship phone since quitting the two the US and European markets this summer. As fortune would have it, it additionally looks akin the company’s finest phone in several time.

Like most OnePlus phones, the 16 is positioned about performance, alongside a Snapdragon 8 Elite Extreme Gen 6 chipset, and up to 1TB of retention and 16GB of RAM. That’s backed up by an enormous 9,000mAh silicon-carbon battery, among the biggest seen in any Android flagship yet. 100W wired and 50W wireless charging complete the power setup.

On the display front, the phone jumps to a 185Hz OLED panel for the archetypal time. That’ll not lone be used for 185fps gaming in compatible titles, but can additionally run at up to 165Hz throughout the scheme UI — a archetypal for elevated refresh charge panels akin this.

Image: OnePlus

Even the cameras, not normally OnePlus’ powerful suit, have had a meaningful upgrade. The chief camera has a higher resolution (200 megapixels), larger sensor (1/1.4-inch-type), and faster aperture (f/1.4) than the OnePlus 15’s. That should help, stated we established that phone’s camera had frustrating “imitations in low light.” 50-megapixel ultrawide and telephoto cameras circular out the rear trio, and the second additionally enjoys a big bump to a 1/1.95-inch sensor.

Image: OnePlus

There’s a scheme flourish too, alongside the phone’s argent complete including LED lighting that features a big “16” and what the business claims is a set of galactic coordinates. While the shapes of the lights are fixed, they’ll reportedly flash alongside distinct rhythms to notify you of calls, messages, power division level, and more.

The OnePlus 16 is accessible in China starting from ¥5,699 (about $850). With OnePlus no longer in either the US or Europe, there’s no anticipation of a initiate for the 16 in either market.

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Dominic Preston

Microsoft’s new AI chip makes it less reliant on Nvidia’s GPUs

support@mycoding.id (Tom Warren) — Mon, 12 Oct 2026 14:00:00 +0700

Microsoft is announcing its third-generation Maia in-house AI part today, designed to be the “primary AI conclusion system” for Microsoft’s products and services. Maia 300 not lone improves the disbursal and effectiveness of operating AI workloads in the cloud, it’s additionally additional capable of handling the latest reasoning models and agentic tasks.

Maia 300 volition commencement being rolled out to manufacturing in 2027, and it has been designed alongside effectiveness in mind. “We anticipate Maia 300 to provision 40 percent additional tokens per megawatt compared to foremost GPU-based systems,” says Scott Guthrie, administrator vice chairman of Microsoft’s haze group. “And in a complete 96-accelerator configuration, it delivers up to 7x the rack-scale token throughput of Maia 200.”

These effectiveness improvements volition authorize Microsoft to depend chiefly on its in-house AI chips soon, alternatively of ones from Nvidia and AMD. “We volition measure our Azure Maia family to multi-gigawatt deployments starting in 2027, making Maia the chief AI conclusion scheme for Microsoft products and services,” says Guthrie.

Maia 300 is a successor to the 200, which was lone announced in January. Maia 200 is already operating on manufacturing AI workloads throughout Microsoft, including Microsoft Copilot, GitHub Copilot, Microsoft Foundry, and Microsoft’s own AI models.

“Maia 200 is the finest performing AI infrastructure in our fleet, measured in genuine earth metrics for AI services,” says Guthrie. “Maia 300 is a complete AI scheme designed for the new types of AI workloads emerging today: Long-context reasoning, latency-sensitive conversational experiences, and sustained, multi-step agentic tasks.”

Microsoft is using a new chiplet architecture to get its all-important effectiveness gains. Built on TSMC’s N2P procedure node, the latest Maia 300 architecture separates compute, recollection controller, and I/O functions. “This increases the silicon area dedicated to compute achievement and allows all function to use the innovation finest suited to its role,” says the Azure hardware and infrastructure team.

Maia 300 is additionally a key part of Microsoft’s own AI example work, and could assistance the business accomplish its goal of catching up alongside Google DeepMind, OpenAI, and Anthropic. “We have to activity throughout the complete stack, all the way downward to the silicon,” says Microsoft AI CEO Mustafa Suleyman. “At that measure we need a phase that we own, and that we co-design alongside our models. That’s why operating our Microsoft AI models on top of the Maia part is a crucial concentration for our team.”

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Tom Warren

The Fitbit Edge is for folks who don’t want to go totally screenless

support@mycoding.id (Victoria Song) — Mon, 12 Oct 2026 14:00:00 +0700

The Fitbit Edge may not be Google’s best-kept fitness-tracking secret, but as of today, its beingness is official.

The tracker sits smack-dab between the lately launched Fitbit Air and the additional mighty Google Pixel Watch 5 in the company’s current wearable lineup. Basically, if you have smartwatch fatigue but don’t desire to provision up notifications, this is Google’s answer to the aging Fitbit Charge 6.

Much of the Edge’s specs were earlier leaked, but the tracker has a 46 percent larger OLED display compared to the Charge 6, a bodily flank button, and is a smidge thicker at 11.5mm. It additionally sports a replaceable power division that gets concerning a week on a sole charge, although that evaluation drops to two days if you allow the always-on display. The tracker uses the identical proprietary charger as the Air, and can additionally get concerning a day’s value of power division in five minutes. (A complete accusation takes 90 minutes.) For health tracking, the Edge has an EKG sensor for atrial fibrillation detection, a skin heat sensor, SpO2 and optical bosom charge sensors, affirmative your representative motion tracking sensors. As for powder and h2o resistance, the Edge is rated IP68 and is harmless for swimming up to 5ATM.

1/7

There are a ton of color and strap combinations. They mostly equivalent the Pixel 11 phone colors. Here’s fog in a magnetic strap.

Image: Google

There are a few notable hardware omissions. The Edge doesn’t have a mic or speaker, so you can’t obtain calls from the wrist equal although you can see who’s calling on the screen. Also, dissimilar the Charge 6, it lacks an NFC part for contactless payments. The second is a bit disappointing, stated that the Edge basically replaces the Charge 6 and is $20 additional costly at $179.99. That cost does, however, contain three months of Google Health Premium.

The new Fitbit offers improved automatic exercise tracking and GPS compared to the Charge 6. The erstwhile is a revised motion example that’ll additionally arrive to the Air. Beyond supporting racket sports, it pulls in location data and routines to create inferences concerning activities. For example, if you go to a tennis court, it’ll assume any action logged there is tennis. If you regularly do yoga on Tuesday mornings, it’ll infer that’s what your action is. Google says the new example method car action tracking is twice as exact and supports complete 100 activities.

The Edge’s GPS tracking is additionally purportedly 40 percent additional exact — although it’s not using the identical software-based post-processing update that Google introduced alongside the Pixel Watch 5. This risen accuracy mostly comes from on-device improvements to the Edge. It’ll additionally assistance turn-by-turn directions.

The Edge and Fitbit Air are additionally getting metal element nexus and mesh straps to provision a additional jewelry-like look.

Feature-wise, the equipment is meant for group who desire glanceable information, alongside some but not all the bells and whistles of a smartwatch. The Edge borrows much of the Pixel Watch’s scheme tongue as far as widgets and person interface go. It’s not operating Wear OS, though; this is a redesigned Fitbit OS. It’ll additionally get the identical Google Health application updates for features akin lifeblood force trends and insulin opposition levels. As far as non-fitness tracking features go, it has a clock, timers, alarms, media controls, and shove notifications. It additionally supports bosom charge broadcasting to certain gym equipment.

Despite the screen, the general appearance is additional in row alongside the Air. The Edge volition initiate alongside multiple types of straps so you can modify the manner to fit assorted occasions, including metal element links to provision it additional of a jewelry-like feel. (Speaking of jewelry-like styling, the Air is additionally getting a new metal element mesh strap that expenses $69.99 and is accessible October 27th.) As alongside the Air and Pixel Watch 5, there’ll be a Stephen Curry type of the Edge that volition disbursal $219.99.

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Victoria Song

CMF’s first wireless speakers look like musical milk cartons

support@mycoding.id (Andrew Liszewski) — Mon, 12 Oct 2026 14:00:00 +0700

Andrew Liszewski

is a elder newsman who’s been covering and reviewing the latest gadgets and tech since 2006, but has loved all things digital since he was a kid.

The CMF Speaker Series are the archetypal portable Bluetooth speakers from the budget-focused brand that Nothing created but is in the process of spinning off into an India-based standalone subsidiary. As alongside many of CMF’s products, akin the Headphone Pro that launched a twelvemonth ago, the new speakers provision affordability alongside distinctive designs and brilliant color options that assistance them remain out from the competition. While the business doesn’t immediately citation a market store’s dairy aisle as the inspiration for its latest hardware, it’s difficult not to appearance at these and immediately see digital dairy cartons.

There are two versions of the CMF Speaker Series available starting today in white, dreary gray, orange, and turquoise color options. The $59 CMF Speaker S is the smaller of the two and features a “custom-tuned” 45mm full-range controller paired alongside two passive radiators to assistance boost the existence of low-end frequencies. The larger $109 CMF Speaker M alternatively features two drivers including a 10W tweeter and a dedicated 25W woofer for improved bass achievement and improved separation of instruments and singers.

Both speakers recommendation up to 18 hours of power division life, have an IP68 h2o and powder opposition rating, and can have their audio overview tailored through the Nothing X app. That customizability extends to the scheme of the CMF Speaker Series, too. The multifunction knob on the forefront that controls quantity and playback and the speaker’s complete forefront panel, including the vertical flap on top that can be used for hanging, can be effortlessly removed and exchanged alongside an substitute color or a entirely distinct design. CMF plans to publish the authoritative scheme document so modders can 3D imprint their own distinctive customizations.

Other features contain a dual-device association for quickly jumping rear and onward between two wireless audio sources Bluetooth 6, accelerated pairing using NFC, Google Fast Pair, or Microsoft Swift Pair, and audio complete a USB-C cable. You can additionally brace two of the Speaker S or two of the Speaker M (you can’t mix and match) for a left-and-right stereo mode, or synchronize the complete mix to multiple another speakers simultaneously, equal from another companies, using an Auracast-based gathering mode.

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Andrew Liszewski

Shipping Multiple Addresses for WooCommerce v4.4.6

support@mycoding.id (Null Php Script) — Mon, 12 Oct 2026 13:50:00 +0700

Shipping Multiple Addresses for WooCommerce v4.4.6 Plugin Free Download. Allow your Customers to Ship Individual Items in a Single Order to Multiple Addresses. Convenience for your Customers have to be a Paramount Priority for any eCommerce Retailer. That’s anywhere Multiple Ship-To functionality Comes in. Out of the Box, alongside small Setup, you can assistance evade the Frustration that can happen whenever a Customer is Shopping for Multiple People at one Time.

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Free download Shipping Multiple Addresses for WooCommerce WordPress plugin by WooCommerce Official Store premium WooCommerce plugin download.

This Insta360 Phone Gimbal Bundle Is 32% Off Right Now

support@mycoding.id (Pradershika Sharma) — Mon, 12 Oct 2026 13:30:00 +0700

Amazon currently has the Insta360 Flow 2 Pro Ultimate AI Tracker Bundle for $154.99, downward from $227.99, and price trackers display that as its lowest cost so far. The chief logic to regard a phone gimbal akin this is not fair smoother footage, but having a setup that can keep you in example equal whenever there's nobody rearward the camera—its three-axis stabilization helps obtain the tremble out of strolling shots and handheld clips, during the built-in tripod and selfie rod create it uncomplicated to set the phone downward for a vlog, workout, livestream, or journey video without carrying distinct accessories.

On the iPhone, Apple DockKit assistance allows topic tracking throughout additional than 200 compatible apps, during the included AI Tracker brings akin hands-free tracking to Android and iPhone users throughout supported apps. That tracking is anywhere this bundle earns its higher cost complete a essential gimbal—it can rotate continuously through 360 degrees, so you can move about without often strolling rear to reposition the phone, and its multi-person manner can keep a collection framed alternatively of locking onto one face. The AI Tracker can additionally prosecute subjects during zoomed in, alongside the Flow 2 Pro supporting tracking from 1x to 15x.

Its built-in inhabit ray additionally helps whenever the lighting is poor, during its Free Tilt Mode gives you additional liberty to move the camera up or downward during keeping the attempt stable. None of those tools volition create your phone camera improved by themselves, but they can create it much easier to get usable footage without often reshooting a clip.

What do you think so far?

It's not waterproof, so rain, poolside filming, or another wet environments necessitate additional attention than an act camera would. And several of its smarter tracking features additionally depend on the phone, app, and shooting manner you're using, so the cognition isn't identical throughout all device. Still, for solo travelers, vloggers, sports parents, or creators who regularly move about during filming themselves, this $155 bundle gives you a lot additional authority without needing a second individual rearward the camera.

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Pradershika Sharma is a tech deals author for Lifehacker.

Incident with Actions, Pull Requests and Issues

support@mycoding.id (Riki Setiawan) — Mon, 12 Oct 2026 13:23:51 +0700

Update

Our first mitigation was not completely successful, and users may motionless cognition delays and errors alongside Actions, issues and projects, and notifications are delayed. We're continuing to examine the base logic and activity on additional mitigations.

Posted Oct 12, 2026 - 13:38 UTC

Update

Pull Requests is functioning normally.

Posted Oct 12, 2026 - 13:02 UTC

Update

We have a mitigation ongoing and are monitoring for recovery. Users may additionally cognition delayed web notifications as we mitigate.

Posted Oct 12, 2026 - 12:57 UTC

Update

Users may cognition issues loading the Actions tab UI, interacting alongside the Checks API, queueing new Actions runs, creating and updating issues, and requesting PR reviews, including via REST and GraphQL APIs.

Posted Oct 12, 2026 - 12:33 UTC

Investigating

We are examining reports of degraded achievement for Actions, Issues and Pull Requests

Posted Oct 12, 2026 - 12:21 UTC

This event affects: Issues, Pull Requests, and Actions.

Hackers activate automatic defrosting accross European supermarket fridges

support@mycoding.id (Mira Azkia) — Mon, 12 Oct 2026 13:16:42 +0700

(Image credit: AFP)

An ongoing cyberattack has reportedly struck important supermarket chains throughout Europe, disrupting refrigeration authority systems. The assault — which has reportedly seen units set to continuously defrost at 50 degrees Celsius — is additionally apparently affecting deliveries and in-store pricing powered by digital rack labels, La Dépêche reports.

According to the report, "several" important retailers have been targeted by a cyberattack, which has hit Danfoss-made refrigeration controls used by French supermarkets Intermarché, Leclerc, and Coopérative U. Indeed, the latter's president, Dominique Schelcher, has confirmed as of Monday dawn that "A cyberattack has been affecting the refrigeration manufacturing accommodation of multiple stores in our network since final night." Schelcher stated teams had been mobilized to fix the matter and promised an inquiry into the incident, which he described as "extremely serious."

Je confirme qu’une cyberattaque touche depuis cette nuit les installations de manufacturing de froid de plusieurs magasins de notre réseau @CooperativeU. Nos équipes sont pleinement mobilisées, en lien avec les frigoristes, spill rétablir la circumstance au affirmative vite. Une enquête devra permettre de faire toute la lumière sur cette attaque. S’attaquer à des équipements essentiels à la conservation des produits frais et à l’approvisionnement alimentaire des Français est d’une extrême gravité et est inédit. C’est inacceptable.October 12, 2026

Early reports signify losses are already approaching 300,000 euros, but could run into multiple myriad euros nationwide. Separately, NOS in the Netherlands reports that multiple supermarket chains have been hit alongside a malfunction because of a cybersecurity event on Sunday afternoon. Albert Heijn, Etos, and Gall & Gall have had their websites taken down, impacting deliveries. Electronic rack labels have additionally been compromised, disrupting in-store pricing. "We have immediately taken measures to defend our IT environment. Part of this involves the preventive impermanent shutdown of a figure of systems," Albert Heijn stated in a statement.

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Stephen is Tom's Hardware's News Editor alongside nearly a decade of industry cognition covering technology, having worked at TechRadar, iMore, and equal Apple complete the years. He has covered the earth of person tech from nearly all angle, including provision sequence rumors, patents, and litigation, and more. When he's not at work, he loves study concerning former and playing video games.

Citroen revives the 2CV for an electric age

support@mycoding.id (Mira Azkia) — Mon, 12 Oct 2026 13:09:09 +0700

Image source, Stellantis

International Business Correspondent

French carmaker Citroen has brought rear its 2CV brand in a bid to boost revenue of electric cars in a difficult market.

The new model, unveiled at the Paris Motor Show, is a small city runabout alongside retro styling which harks rear to among the company's most celebrated designs.

As a "concept car" intended to display Citroen's direction of travel, it is not yet prepared to go on transaction but the scheme is to have a type in showrooms by 2028.

As they visage mounting competition from Chinese manufacturers, Citroen and another European brands are exploiting their bequest as a method of marketing contemporary motors.

Citroen chief administrator Xavier Chardon described the new car as "a modern, ingenious and refreshing reply to the movement challenges of tomorrow".

The first Citroen 2CV was launched in 1948, as Europe was recovering from the ravages of World War Two. It was designed as a cheap, sturdy way for French farmers and nation group to get around.

The car had elevated rotor arches and gentle suspension, letting it journey throughout a ploughed site or coarse roads - as fable would have it, without breaking a tray of duck eggs.

Its elevated rooftop let drivers deteriorate a hat at the wheel. It was uncomplicated to run and uncomplicated to repair.

The car was so popular, it remained in manufacturing for additional than 40 years. Over time, it went from being a utilitarian tool for the countryside to a cult classic, and a favorite of hippies and counter-culturalists.

Image source, Getty Images

Image caption,

Fans of Citroën's 2CV clasp annual meet-ups specified as this muddy gathering in Switzerland

Now, Citroen wants to diagram on that bequest to market an electric, small city car that is expected to market for concerning £13,000.

The appearance of the new 2CV may fine develop as Citroen develops its design. But as it stands, it shares plentifulness of styling features alongside its celebrated predecessor.

The high, flared rotor arches, the tall, curved rooftop and the eye-like headlights are all reminders of the first "deux chevaux" or "two horses".

By using memories of an old car to market a new one, Citroen is following a well-travelled road.

VW notoriously brought rear the Beetle in the delayed 1990s, alongside constricted success.

BMW's Minis have continually carried styling designed to hark rear to the extremely British original. Fiat has been marketing a retro-styled Fiat 500 for the former two decades.

But the retro-nostalgia trend has accelerated recently, as carmakers have looked for ways to market electric cars to sceptical consumers.

Citroen's French rival, Renault, has led the charge. It started alongside the Renault 5 E-Tech, which visually echoed the distinctive boxy styling of the first Renault 5, formerly an ever-present perspective on French streets. It has since revived the Renault 4 and Twingo brands as well.

VW has the distinctive ID-Buzz minivan, a throwback to the traditional T2 Transporter, during Ford is operating on a new EV which is widely expected to be called the Fiesta.

Rachel Burgess, elder publishing company of Autocar magazine, thinks it is a scheme that makes ideal sense.

"It's a brilliant differentiator from all-new car brands", she says. "An older spectators power recall the originals and awareness warmly towards them, and a younger spectators power discover an petition in the retro aspect."

Finding new ways to create cars appealing has rotate into additional crucial than ever, at a period whenever European manufacturers are facing expanding competition from Chinese brands.

"Many in the industry accept the big automotive players in Europe…face a extremely grave existential danger from assured Chinese manufacturers," says David Leggett, automotive publishing company at Global Data.

Image source, Getty Images

Image caption,

Back to the future: VW looked to the former whenever designing its ID-Buzz minivan

In this antagonistic endeavor environment, bequest and nostalgia could demonstrate to be mighty weapons for additional established brands, thinks automotive investigator and author Dr Paul Nieuwenhuis.

"In a earth anywhere a motion of dependable decent norm Chinese EVs are hitting Europe, linking European designs rear to their former during using the latest powertrain innovation is item the Chinese cannot do," he says.

"The Chinese can established new scheme trends, but there is constricted former there."

But Leggett thinks Citroen volition need additional than a heady whiff of nostalgia to rotate its new car into a best-seller.

"A reimagined Citroën 2CV should provision a big nod to its ancestor - particularly on cost and scheme simplicity as fine as ocular cues," he says.

"But it additionally needs to be a dependable contemporary electric car in conditions of functionality and features, alongside general appeal."

Mengapa Cloud Native Mengubah Cara Aplikasi Dibangun

support@mycoding.id (Mc Project) — Mon, 12 Oct 2026 13:00:24 +0700

Mengapa Cloud Native Mengubah Cara Aplikasi Dibangun

Aplikasi modern tidak lagi dirancang untuk berjalan di satu server saja. Dalam video ini, Anda akan mempelajari konsep Cloud Native Architecture, yaitu pendekatan yang memungkinkan aplikasi menjadi lebih fleksibel, gampang dikembangkan, dan bisa menangani fluktuasi kebutuhan secara efisien. Pembahasan mencakup microservices, containers, Kubernetes, serverless, hingga praktik CI/CD yang menjadi fondasi pengembangan aplikasi modern. Selain memahami elemen utamanya, Anda juga akan mengetahui kenapa pendekatan cloud-native banyak diadopsi oleh perusahaan teknologi dalam membangun jasa berskala besar. Materi ini cocok bagi siapa saja yang mau memperdalam Cloud Computing, DevOps, dan Software Architecture, sekaligus memahami pola pengembangan aplikasi yang digunakan di industri saat ini. Playlist video terkait: ▪ https://www.youtube.com/playlist?list=PLZGgeqmsm32s ▪ https://www.youtube.com/playlist?list=PLZomBNpDl3vc ▪ https://www.youtube.com/playlist?list=PLE5VyXMZkzb8 PEMBAHASAN MATERI Playlist Materi Ilmu Komputer berisi kumpulan video pembelajaran, tutorial, klarifikasi konsep, studi kasus, demo, dan bahasan komplit seputar beragam sektor dalam ilmu komputer. Materi yang disajikan mencakup alas hingga tingkat lanjut, mulai dari pemrograman, pengelolaan database, jaringan komputer, keamanan siber, mekanisme operasi, pengembangan alat lunak, arsitektur komputer, hingga beragam teknologi yang digunakan dalam bumi komputasi modern. Temukan bahasan mengenai komputer dan pemrograman, algoritma, struktur data, PHP, JavaScript, Python, Laravel, MySQL, PostgreSQL, API, rekayasa alat lunak, database, jaringan komputer, pengelolaan server, cloud computing, virtualisasi, Linux, Windows Server, keamanan jaringan, cyber security, ethical hacking, kriptografi, keamanan aplikasi, DevOps, Internet of Things (IoT), kecerdasan buatan (AI), machine learning, serta beragam konsep, teknologi, dan praktik terbaik di sektor ilmu komputer. Playlist ini cocok bagi pelajar, mahasiswa, programmer, web developer, software engineer, pengelola sistem, ahli IT, maupun siapa saja yang mau mempelajari dan memperdalam wawasan di bumi ilmu komputer secara menyeluruh. CONTACT US ▪ Email support@mycoding.id ▪ WhatsApp https://wa.me/6281274309663 ▪ Telegram https://t.me/mycodingxd OFFICIAL LINKS ▪ Web https://mycoding.id ▪ Blog https://blog.mycoding.id ▪ News https://en.mycoding.id ▪ Apps https://play.google.com/store/apps/dev?id=5237501547073493079 SOCIAL MEDIA ▪ https://linkedin.com/company/mycodingxd ▪ https://facebook.com/mycodingxd ▪ https://instagram.com/mycodingxd ▪ https://tiktok.com/@mycodingxd ▪ https://twitter.com/mycoding_xd ▪ https://pinterest.com/mycoding_xd CHANNEL LINKS ▪ YouTube https://safelink.asia/youtube ▪ DailyMotion https://safelink.asia/dailymotion ▪ WhatsApp https://safelink.asia/whatsapp ▪ Telegram https://safelink.asia/telegram Powered by https://linkedin.com/company/401XDGroup #DataScience #ArtificialIntelligence #CyberSecurity #Networking #Programming #Database

Your First 30 Days As A Growth Leader – The Challenge From Day One

support@mycoding.id (Chris Frank) — Mon, 12 Oct 2026 13:00:07 +0700

Now additional than ever, whenever growth leaders act a company, they visage unrealistic expectations about the numbers they’re expected to reach, whether that’s pipeline or revenue. It creates huge force to execute out of the gate. Because of that, many naturally desire to execute as accelerated as possible.

That execution, in the era of AI, has rotate into easier and easier. But it doesn’t justify success. In fact, in many cases, it runs oppose to it.

Part of the logic achievement lags, notwithstanding additional execution, is that buyer behavior has changed dramatically, particularly in B2B. It’s crucial to obtain a stage rear and comprehend the repercussions for revenue and promotion channels a business has typically used to build its success.

There’s a new actuality in which all conduit could change in its function in driving buyer engagement. What I’m advocating for current is to comprehend changes in your particular marketplace, and in several cases, appearance at particular conduit needs in conditions of retooling it alongside people, processes, tech, and deliverables that equivalent the new realities of the way buyers now buy.

An Enormous Amount Of Pressure

In a Gartner study, 73% of CMOs call growth expectations elevated to overly ambitious. Yet their budgets have been flat at concerning 7.8% of income since 2022. At that guidance level, there’s a realization that getting to expected results, stated the resources, is going to be difficult.

Spencer Stuart established that the average tenure was concerning 4.1 years. That’s among the shortest in the center C-suite correct now.

There is an enormous amount of force on growth and promotion leaders.

The Hamster Wheel Of Producing More

Deloitte established that 66% of companies reported AI efficiency gains, yet lone 20% study income gains. There’s a huge gap between the capability to use AI for automation and implementation and the results it delivers.

As an industry, our go-to-market teams get caught in this hamster rotor of producing additional and more. AI has enabled us to do that. Yet Gartner says that 72% of revenue orgs study low reinvestment of the period that AI saves.

We create additional and more, but we don’t cognize how or where, or have the construction about creating item better.

Most Of The Decision Happens Before Your First Call

What’s changed in that buyer equation? Most importantly, buyer decisions are happening before your archetypal call.

In a 6sense study, they established the victor in any choice procedure was on the day-one shortlist 95% of the time. They additionally established that 94% of purchasing groups classified that catalog before equal contacting a vendor. That puts enormous force on traditional B2B marketing, which has typically focused additional on visibility and education.

Where do you attain buyers stated that reality? Expectedly, Forrester established that 94% of buyers use AI in their purchasing process.

Given that reality, it’s crucial to comprehend how buyers buy in your industry now versus multiple years ago. If you think a representative learning play, anywhere you create awareness volume, run to an instructional PDF, and inhabit your top of the funnel, volition work, you may desire to reconsider. Those days are over.

Because of the way group discover answers now, that power not be the finest use of the particular channels or surfaces you have to convince a buyer to obtain the next stage and engage alongside your team.

Find You, Believe In You

If several channels in your mix assistance buyers discover you, another channels assistance them accept in you. Maybe that’s a improved example for how you perspective your channels now vs. multiple years ago.

In Pew Research, they established that searchers click 8% of the period whenever an AI summary shows up, 15% whenever none shows up. There’s an apparent click-through difference there.

There’s additionally a big disconnect in what group say they want. Gartner established that 67% of buyers desire a rep-free experience, yet 69% desire a rep to verify what AI told them.

There are several really engaging things happening there between finding and researching, afterward validating and trusting or believing. Understanding that divided and how channels engage or advance those things is paramount whenever you appearance at what is operating and what is not. It additionally affects what you need to fix whenever you hit the dirt operating in an organization.

6sense additionally established that 62% of buyers need a seller or a vendor to answer AI-related questions that websites don’t. I accept equal the function of our websites is now in question. What features, functionality, and promotional copy power be doing on the location now aren’t adequate for many buyers who need deeper validation and understanding of a brand.

You may have all of your channels operational. You may have a website operational. You may have paid promotion operational, and you may have another center parts of your go-to-market procedure in play, but is it addressing your buyer in the correct way? And is it moving them towards an interaction?

Are all your efforts organized to do that?

I lately had a CEO who was reaching out consistently through LinkedIn straightforward messages in a promotional way. The messages didn’t resonate. When he switched the conduit method to providing value (i.e., industry data and his perspectives), the interactions changed nearly immediately.

It’s uncomplicated to say a conduit doesn’t work. But it’s crucial to reassess what the buyer needs from that conduit and how you power modify your approach.

Does A Channel Have The Right Assets?

You’ll run into a huge consistency issue as you method your activity and as asset constraints tighten complete time. McKinsey established that inconsistent data throughout teams is the top logic buyers toggle vendors or suppliers. Knowing that changes the equivalent equal further.

Do you have the resources necessary to create that consistency, particularly whenever those channels aren’t targeting buyers in the correct way?

Channels that assistance buyers discover you are typically finest served by powerful merchandise promotion and satisfied leaders who allow ops personnel to create accordant touchpoints inside a channel. If you need buyers to accept you, you need deeper revenue cooperation, evidence inside your client base, and top-level thought leadership to power the correct touchpoints.

It power be value pausing whenever you archetypal associate an institution to comprehend all go-to-market channel, whether it’s BDR outreach, SEO, paid advertising, events, etc. Does that conduit have the correct resources it needs, the correct evidence it needs to attain the buyer in a way that’s meaningful? If not, and you fair have volume, afterward why do it?

One asset we established particularly productive lately was an industry study that bankrupt downward data and lessons from one geo that could use to another. Those insights resonated and produced deeper revenue conversations in the new geo. It landed at exactly the correct period in an event context, heightening the value of the interaction.

The First 30 Days

The archetypal 30 days as a growth chief may be finest spent finding out anywhere the purchasing procedure breaks. Do you have adequate top-of-funnel quantity to be seen? Are GEO and paid ad efforts, for example, doing their job in making buyers conscious of what you do?

Are you seeing a elevated bounce charge on your website and not deeper communication that would signify buyers are getting questions answered? Are you creating the surfaces that validate the investigation buyers are doing, and creating moments anywhere rely and condemnation can obtain shape?

Are you operating events in a way that your salespeople aren’t fair telling group concerning a merchandise they already know, but are alternatively enabling them to answer deeper questions? Are buyers who are prepared to affect getting validation, and do they rely you in those moments to buy?

As a partial promotion leader, I was lately asked to assistance a business get its archetypal 10 customers in a new geo. A key appraisal I did helped me comprehend what channels we had available, how the revenue squad was interacting alongside buyers, and what we could do to build top-level idea guidance throughout the commission to run improved results.

Telling that idea guidance narrative in email and social, blended alongside productive BDR outreach and a chief event to run buyers, produced a much improved result. It’s enabling us to hit targets. If we fair did a traditional method of spending paid ad prosperity or leveraging BDRs separately, we wouldn’t have gotten the identical result.

Thinking concerning channels from the viewpoint of the new buyer actuality helps you form promotion channels, create improved revenue experiences, and create improved outcomes. Use those archetypal 30 days to measure your channels and scheme new buyer interactions that volition allow your business to measure complete time.

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Featured Image: SvetaZi/Shutterstock

Category Digital Marketing Digital Strategy

How Apple can win the smart home

support@mycoding.id (Jennifer Pattison Tuohy) — Mon, 12 Oct 2026 13:00:00 +0700

This week, Apple is hosting its first-ever dedicated astute residence event. While the business hasn’t shared particulars concerning what it volition disclose at the “Welcome Home experience” in New York City on Tuesday, October 13th, it doesn’t obtain an armed forces of net sleuths to infer we’ll get news concerning Apple Home — specifically, new hardware. Apple eventually seems to be taking the astute residence seriously.

According to Bloomberg, Apple volition publish a astute residence display alongside a refreshed HomePod Mini and Apple TV. The display, which MacRumors reports may be called HomeView, is arguably Apple’s archetypal dedicated Apple Home hardware since it launched the HomeKit phase in 2014. As breathtaking as this is (and I’ll be there in individual to inspect it out), the genuine change volition be bringing Siri AI and Apple Intelligence into the home. Apple is years rearward Google and Amazon in smart-home hardware, but achievement in the residence depends far additional on software. That’s anywhere Apple could leapfrog the competition.

New residence hardware is lengthy overdue. Apple announced the HomePod Mini on October 13th, 2020, six years to the day from this week’s event, and the newest Apple TV 4K is now four years old. And those aren’t dedicated astute residence devices; they’re additional content-consumption gadgets alongside a flank of residence automation. The new astute display is reportedly designed to be the bosom of Apple Home, marking a complete reboot of the ecosystem, and Apple Home users have wanted it for years.

The astute display category has a bumpy history. Amazon and Google have launched multiple generations of these voice- and touchscreen-controlled astute speakers that can authority astute residence gadgets akin lights and locks, drag up bell camera feeds, and create video calls. But the category has seen extremely small innovation, and its finest use case has been serving as a digital photo frame.

Based on leaks, Apple’s merchandise doesn’t audio that distinct from what’s arrive before. According to Bloomberg, it volition have a 6-inch quadrate display on a speaker basis or as a wall-mounted option, facial acknowledgment to display your individual messages and calendar, a minimalist touchscreen interface to authority locks and thermostats, and FaceTime and intercom calls. Nothing groundbreaking, apart from the rumored cost — $350, ouch. The difference have to be in the application and the astute aide that powers it.

Bloomberg reports the astute display volition initiate alongside a brand-new homeOS built about Siri AI. Generative AI has breathed new existence into the astute residence sound assistant by the two making it easier to conversation to and expanding its capabilities. Until now, Apple’s new Siri AI has been MIA from its HomePods and Apple TV; whenever you conversation to those, the old Siri responds in its basic, functional way.

Apple is the final of the big three to bring generative AI to its residence assistant. Amazon and Google launched theirs final year, but Alexa Plus is lone just starting to get it right, and Google’s Gemini for Home, an underpowered type of Gemini, is a confusing disorder of capabilities. Now it’s Apple’s turn, and if the business can successfully merge its superpowered individual aide on your iPhone alongside a superpowered aide for your home, it may have a hit on its hands.

That’s a extremely big if. So far, all business has hit important roadblocks bringing a smarter aide to the home. Apple announced Apple Intelligence in 2024, but Siri AI lone arrived final month; a type of Alexa Plus was announced in 2023 but didn’t initiate until 2025; Gemini for Home is still in an first admission program and divided into a weird hybrid example anywhere its additional capable version, Gemini Live, is restricted from interacting alongside the home.

These careful approaches are downward to the fact that the residence is a big, complicated, messy, multi-user surroundings that is difficult to control. An agentic AI getting item wrong could have consequences far greater than accidentally sending an email. Smart residence systems are connected to crucial infrastructure akin HVAC, locks, and safety systems. Every residence is different, alongside distinctive needs — there is no sole plug-and-play solution.

Progress has been made toward solving among the astute home’s biggest challenges: interoperability, alongside open standards akin Matter and Thread promising to create environment up and using a astute residence easier. But these are protocols, not software. It’s the platforms that have to create the astute residence work. Here is anywhere Apple may have the edge.

Four years ago, following helping established Matter, Apple rebuilt HomeKit’s underlying architecture and revamped the Home app, laying a powerful foundation. That move additionally let Apple Home activity alongside additional devices from additional manufacturers (previously, it was constricted to those consenting to go through the frequently arduous HomeKit endorsement process).

The Apple Home app plant throughout Apple devices.

However, a astute residence isn’t fair concerning the devices you put in it. It’s concerning making them activity together. That’s anywhere Siri AI and Apple Intelligence could perform a important role. While Apple used Gemini models to build Siri AI, Google itself has struggled to provision a compelling cognition in the home. So Apple’s chance lies in execution. Its additional curated method to third-party hardware has held it back, but it additionally method Apple arrives at this crucial instant alongside small specialized debt and a cleaner basis for construction an AI-powered astute home.

This volition be the next flat for the astute home; alongside dependable data and context, your residence could cognize who’s in it, anywhere they are, and what they need, and, blended alongside knowing the position of all device, rotate into proactive. For example, it could vigilant you that the oven is on and no one is home, propose turning off the AC whenever a opening is remaining open, and path messages and notifications to the area you’re in.

A astute residence isn’t fair concerning the devices you put in it. It’s concerning making them activity together

This is motionless a distant promise, however. Today, Apple Home has important limitations: it doesn’t assistance all category of residence equipment (no fridges, washing machines, or EV chargers); it can’t authority all characteristic of many equipment types; and its automations are constricted compared to the competition (notably lacking conditional programming options inner the app). All this makes the Home app extremely uncomplicated to use, but extremely underpowered.

With Siri AI, Apple could unlock many of those capabilities via sound alternatively of construction complex list interfaces. You could fair inform Siri what you desire your astute residence to do. Alexa Plus offers this alongside the capability to create routines using your voice; Gemini for Home lets you use natural tongue in its Home app chatbot to set up automations; and many astute residence companies are adopting AI in their apps to cut through UI complexity and create devices and features easier to use.

A big inquiry remains: do group really desire a astute home? Many of us have spent years disappointed alongside systems that clasp so much commitment but routinely neglect to deliver, leaving us spending weekends troubleshooting why the car shed entrance won’t open. The really dedicated have turned to Home Assistant, a mighty phase that can do nearly item you want, if you’re consenting to do the work. But for most people, beyond a few solutions to particular problems, the astute residence fair isn’t value it.

Apple can’t create everything for the astute home, but it can create certain that everything plant alongside its platform.

To win in the astute residence and bring the category mainstream, Apple needs additional than fair awesome hardware; it needs a better application cognition that makes the astute residence uncomplicated to use. It needs to merge seamlessly alongside third-party devices and provision a consistent, dependable experience, relying on local authority anywhere imaginable and making certain products fair work.

Apple is reportedly partnering alongside LG and others to create products for an “Apple Home Collection” that volition add a tier of Apple polish to the astute residence experience. While this power audio akin going rear to the partitioned storyline of the HomeKit days, Matter ensures interoperability alongside another platforms. Apple can’t create everything for the astute home, but it can create certain that everything plant alongside its platform.

Most crucially, Apple volition need to twice downward on its dedication to privacy and data security, particularly as it opens the residence to Apple Intelligence’s cloud-based capabilities. If Apple can provision on all of this, its extremely anticipated astute residence display power validate its price. But the genuine test volition be whether Siri can create the astute residence live up to its promise.

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Jennifer Pattison Tuohy

Heftin AI Careers: Overview and Interview Guide

support@mycoding.id (Board Infinity) — Mon, 12 Oct 2026 12:58:51 +0700

Heftin AI is an early-stage innovation business focused on application applications and digital infrastructure for endeavor operations. It sits in the endeavor software, AI enablement and digital operations space, anywhere companies use tradition platforms, automation layers and infrastructure tooling to run workflows additional reliably. For candidates, the business matters since its activity is apt to sit near to genuine functioning problems: how teams oversee data, coordinate processes, modernise inner systems and rotate AI ideas into usable endeavor tools. That makes Heftin AI a helpful discussion mark for group in application engineering, product, cloud, DevOps, data, operations innovation and endeavor development. Because the business is young, candidates should anticipate interviewers to value comfort alongside ambiguity, applicable implementation and the capability to explain specialized trade-offs in endeavor language. Preparation should hence concentration on problem-solving, ownership and how innovation improves day-to-day endeavor performance.

This guide covers anywhere Heftin AI came from, who runs it today, and the assistance areas that form its rivalrous context.

1. Company Overview

About Heftin AI

Heftin AI plant in application applications and digital infrastructure for endeavor operations, a area anywhere specialized shipment is judged by reliability, integration norm and applicable endeavor usefulness. That makes it a applicable case study for candidates since the roles about specified a business normally necessitate additional than coding ability: they necessitate merchandise thinking, systems scheme awareness, person empathy, and the capability to change operational ache points into maintainable software.

Company History

For discussion preparation, the chief takeaway is that Heftin AI is a young, founder-led innovation business fairly than a long-established endeavor vendor. Candidates have to be prepared to conversation how they would build repeatable delivery, prioritise merchandise scope, and create rely alongside clients whenever a business is motionless evolving its functioning model.

2024 Founding

Heftin AI was founded by Suresh S Raja Mirasdar as a innovation business in the application applications and digital infrastructure space.

2024 Operating Model

The business took form as an independent, founder-led endeavor fairly than as a publically listed endeavor or a subsidiary of a larger application group.

2024 Market Focus

Heftin AI positioned itself about endeavor operations, connecting application use shipment alongside the infrastructure needed to assistance day-to-day organisational workflows.

2024 Location

The company’s agency were established in Berkeley, United States, placing it in a technology-oriented endeavor environment.

2024 Service Scope

Its community positioning centres on application applications, AI-enabled operational tooling and digital infrastructure that assistance endeavor execution.

2024 onward Build-Out

The company’s next phase is finest understood as execution-led build-out: converting broad innovation positioning into client-ready products, shipment practices and repeatable implementation methods.

2. Mission, Vision & Values

Mission

Heftin AI’s public-facing positioning uses service-led tongue about application applications, AI and digital infrastructure fairly than a distinct ceremonial goal line. In an interview, nexus your examples to applicable endeavor outcomes specified as automation, reliability, usability and operational efficiency.

Vision

The business frames its direction through the endeavor problems it addresses, particularly contemporary application and infrastructure for operations. Treat that as the discussion lens: display how you think concerning scalable systems, maintainable shipment and innovation that supports genuine users.

Core Values

Heftin AI does not use a named community values catalog in the matter reflected here, so candidates should evade quoting invented values and alternatively prepared stories that fit its functioning context.

Practical problem-solving method explaining how you decrease operational conflict alongside apparent application choices, specified as simplifying an endorsement workflow or improving an inner dashboard.
Ownership in ambiguity method showing how you activity whenever requirements are motionless evolving, specified as clarifying person needs before construction a characteristic or creating a small evidence of idea before a complete rollout.
Technical reliability method demonstrating that you attention concerning maintainability, monitoring, evaluation and integrations, not lone characteristic delivery.

Prepare discussion stories against these themes as business-relevant behaviours, not as an authoritative values list.

3. Products and Services

Heftin AI’s offering sits about application applications and digital infrastructure for endeavor operations. That makes the business applicable for candidates in engineering, product, haze infrastructure, data, norm assurance, resolution consulting and endeavor operations roles since the activity connects specialized systems alongside mundane organisational processes.

Business application applications covers tradition or configurable applications that assistance teams oversee operational workflows, inner approvals, project tracking, client processes or endeavor reporting in one usable system.
AI-enabled operational tooling refers to application that applies AI techniques to endeavor tasks, specified as document handling, workflow routing, cognition search, assistance triage or decision aid for inner teams.
Digital infrastructure modernisation focuses on the specialized basis rearward applications, including haze readiness, deployment environments, reliability practices, admission authority and the systems needed to run endeavor application securely.
Systems integration connects distinct tools and databases so that data can move cleanly throughout teams, for example linking client records, backing workflows, assistance systems or operational dashboards.
Workflow automation reduces repetitive manual steps in endeavor processes by turning rule-based activities into software-driven flows, specified as approvals, notifications, position updates and elimination handling.
Platform and procedure consulting supports organisations in translating operational problems into innovation roadmaps, assisting teams decide what to build, what to automate, and how to phase implementation without disrupting regular work.

4. Key Competitors of Heftin AI

Heftin AI competes in the business-operations application layer, anywhere companies appearance for tools that can build inner applications, automate workflows, nexus data, and decrease manual functioning effort. Competition normally runs on implementation speed, integration depth, AI workflow capability, comfort of use for non-engineering teams, and how much authority specialized teams retain.

Retool

Low-code phase for inner endeavor applications

Competes on: tradition inner tools, admin panels, workflow apps, repository connectivity, and faster shipment for operations teams.

Position: Strong anywhere engineering teams desire speed without giving up authority complete data, permissions, and backend integrations.

Appsmith

Open-source phase for construction inner tools

Competes on: inner dashboards, CRUD apps, workflow interfaces, self-hosting flexibility, and developer-friendly customization.

Position: Strong for teams that value open-source deployment options, specialized extensibility, and tighter infrastructure control.

Airtable

No-code connected-apps phase for endeavor teams

Competes on: no-code operational apps, organized data management, squad workflows, interfaces, and automations.

Position: Strong alongside endeavor teams that desire to organise processes specified as CRM, satisfied calendars, project tracking, or vendor operations without dense engineering support.

Zapier

Automation phase connecting endeavor apps and AI workflows

Competes on: app-to-app workflow automation, triggers, actions, approvals, notifications, and AI-assisted procedure execution.

Position: Strong whenever the buyer’s chief need is connecting existing SaaS tools and removing repetitive manual handoffs fairly than construction a complete tradition application.

In an interview, construction a competitive-analysis answer about genuine purchasing dimensions: who the client is, what workflow is being solved, how implementation happens, which systems must integrate, and anywhere Heftin AI would win or endure against all alternative.

For Heftin AI, CSR is most applicable anywhere application applications, AI-enabled workflows and digital infrastructure power endeavor users, data norm and operational trust. Candidates should example CSR as liable innovation custom fairly than philanthropy alone, and verify the latest business communication before naming any particular program in an interview.

🔒

Responsible Data Use

For a endeavor operations application company, liable handling of client data, admission authority and privacy-aware scheme are chief CSR-adjacent themes.

🤖

Ethical AI Adoption

A sensible CSR lens is assisting customers use AI workflows alongside individual oversight, apparent accountability and reduced hazard of blind automation.

💻

Digital Capability Building

Heftin AI’s domain naturally connects to mentoring, applicable application literacy and assisting early-career endowment comprehend contemporary endeavor infrastructure.

🌱

Efficient Operations

Digital infrastructure activity can assistance lower-waste operations by reducing manual rework, duplicated systems and avoidable procedure inefficiency.

6. Interview Process & Selection Rounds

Heftin AI candidates should anticipate a compact, startup-style hiring stream anywhere the first rounds test function fit and afterward rounds test implementation in a small-team environment. The exact degree varies by function, seniority and location: engineering and AI roles normally go deeper on systems or problem-solving, during product, revenue and customer-facing roles are assessed additional through discovery, prioritisation and stakeholder scenarios.

Application Review

Recruiters or hiring managers inspect whether your cognition matches the route: merchandise evidence for PM roles, code or architecture evidence for engineering, AI project degree for data roles, and client-facing outcomes for revenue or client success.

Recruiter or Introductory Screen

This circular checks motivation, availability, communication manner and understanding of Heftin AI’s endeavor operations focus. Senior candidates have to be prepared to explain scope, ownership and trade-offs, during freshers should display learning speed and project clarity.

Functional Assessment

Engineering candidates may visage coding, API scheme or scheme scheme tasks; AI and data candidates may conversation modelling choices, evaluation and data reliability; merchandise and GTM candidates may get a case on workflow automation, client finding or market positioning.

Hiring Manager Discussion

The interviewer looks for judgment, ownership and how you run alongside ambiguity. Technical roles are tested on maintainability and decision quality, during endeavor roles are tested on client empathy, prioritisation and measurable execution.

Leadership or Founder Conversation

Final conversations typically measure civilization fit, endeavor maturity and whether you can create effect in a young business founded in 2024. For elder roles, anticipate additional conversation on roadmap choices, client rely and cross-functional leadership.

7. Common Interview Questions Across Roles

These are questions any Heftin AI applicant can visage despite of function; role-specific specialized questions pertain in that role’s own discussion guide.

General & Company-Fit Questions

8. Required Skills & Tools

Required skills at Heftin AI are finest understood by occupation route, since product, engineering, AI, infrastructure and go-to-market roles resolve distinct parts of the endeavor operations problem.

9. Career Opportunities at Heftin AI

Because Heftin AI plant in application applications and digital infrastructure for endeavor operations, discussion preparedness is easiest whenever careers are grouped by shipment path fairly than by division label. The routes below display the applicable job-title ladder for all path, from hands-on implementation roles to ownership roles, and the promotion indication interviewers normally appearance for.

AI & Machine Learning

This path fits Machine Learning Engineer, AI Engineer, Applied Scientist, MLOps Engineer, and AI Lead roles that build, evaluate, deploy, and detect intelligent features inner endeavor software; promotion signal: models that enhance a measurable workflow outcome during remaining dependable in production.

Software Engineering

This path covers Backend Engineer, Frontend Engineer, Full Stack Developer, Senior Software Engineer, Tech Lead, and Engineering Manager roles that rotate merchandise requirements into scalable, maintainable applications; promotion signal: shipping spotless systems that decrease defects, speed up releases, and unblock another engineers.

Data Engineering & Analytics

This path includes Data Analyst, Data Engineer, Analytics Engineer, Business Intelligence Developer, and Data Platform Lead roles that create operational data usable for reporting, automation, and merchandise decisions; promotion signal: trusted datasets and dashboards that leaders use often without manual reconciliation.

Cloud, DevOps & Security

This path suits Cloud Engineer, DevOps Engineer, Site Reliability Engineer, Security Engineer, Platform Engineer, and Infrastructure Lead roles that keep endeavor systems available, observable, secure, and cost-aware; promotion signal: small incidents, faster recovery, and repeatable infrastructure patterns adopted by multiple teams.

Product & Program Management

This path maps to Associate Product Manager, Product Manager, Technical Product Manager, Program Manager, Senior Product Manager, and Product Lead roles that change person ache points into prioritised roadmaps and shipment plans; promotion signal: roadmap choices that create adoption, decrease operational friction, and align engineering alongside endeavor goals.

Implementation & Customer Success

This path includes Implementation Consultant, Solutions Engineer, Customer Success Manager, Technical Account Manager, Onboarding Specialist, and Customer Success Lead roles that assistance clients configure, adopt, and develop endeavor application successfully; promotion signal: customers reaching value faster, renewing confidently, and expanding use without repeated escalation.

10. Future Outlook and Strategic Plan

Heftin AI is finest understood today as a young business-operations application and digital-infrastructure business shaped by its 2024 founding, Berkeley agency and founder-led setup under Suresh S Raja Mirasdar. Its strategic direction is apt to be discussed about applicable AI adoption, dependable workflow infrastructure and the issue of turning endeavor complexity into usable software.

Applied AI for operations

Be prepared to explain how AI can decrease manual activity in endeavor processes without overpromising autonomy, and how you would measure usefulness through faster decisions, small handoffs and clearer accountability.

Digital-infrastructure reliability

Prepare to conversation dependable systems: uptime thinking, observability, spotless data flows, security-minded scheme and why operational application must keep operating equal whenever teams, tools or endeavor rules change.

Workflow integration

Candidates have to be capable to conversation concerning connecting scattered endeavor tools, reducing copy admission and designing integrations that regard genuine person behavior fairly than assuming all squad follows a ideal process.

Customer finding in an first company

Expect interviewers to value organized curiosity: how you would study from users, distinct urgent requests from durable needs and change ambiguous operational ache points into merchandise or engineering priorities.

Practical positioning against larger platforms

Be prepared to difference Heftin AI alongside broader workflow, automation and enterprise-software competitors by focusing on use-case clarity, implementation effort, person acceptance and the degree of operational fit.

11. Conclusion

Heftin AI sits in the business-operations application area anywhere merchandise value is judged by whether teams can eliminate friction, nexus systems and keep workflows dependable. Its direction depends on how plainly it turns AI into usable infrastructure fairly than a characteristic label, particularly as a 2024 business built from Berkeley under Suresh S Raja Mirasdar’s leadership. For person joining, the chance is early-stage and hands-on: anticipate ambiguity, client discovery, specialized trade-offs and the need to explain complex systems in applicable endeavor language.

Third-Party Google Rank Tracking Struggling Now

support@mycoding.id (Barry@Rustybrick.com (Barry Schwartz)) — Mon, 12 Oct 2026 12:51:00 +0700

Google seems to be successfully blocking adequate of the attempts of scrapers from trying to scrape data from its hunt results leaf complete the former few weeks than it has in a lengthy time. We reported this a few weeks ago, and I am amazed to see that many tools motionless battle alongside Google Search reporting.

Back in July, Google started to test using goto redirects in the hunt results to improved acknowledge and obstacle scrapers. I assume this was not immediately aimed at Google tracking tools that SEOs use but fairly the AI bots abrasion its hunt results and Google's duel alongside SerpApi. Google has additionally lately been evaluation numerous ways to verify humans and higher rates than before - which is apt how Google is giving these scrapers a difficult time. Let's not ignore the num 100 change from 2025.

That being said, I said alongside Derek Perkins from Nozzle again concerning the issue. He has been the most transparent concerning the issues alongside me and he told me that there is a three-pronged method that Google is taking including:

(1) Super broad IP blocking, which targets important residential proxy networks
(2) A important addition in the use of captchas
(3) Google is injecting bad data into doubtful SERPs so that whenever the tools do scrape the results, they get the incorrect data in several cases.

Early this morning, he published an amazing profound dive on what he is seeing - he wrote Poisoned Google SERPs - "Since September 2026, Google has been poisoning the SERPs it serves position trackers: complete, normal-looking pages whose results have been exchanged out. Nothing on the leaf gives it away. Each keyword’s own former does." Here is what he found:

8.0% of SERPs came rear poisoned
Blocked first, afterward poisoned
The leaf looks normal. The results don’t.
Social sites and forums inhabit the gap
Tracked sites autumn out of the top 10
It passes inside days

The archetypal period I reported on this, I did not comprehend rear from most of the tools I reached out to by the period I published. Several others afterward posted notices on their websites, blogs or in the tools to inform customers concerning issues. Some of those were connected to the goto redirects, whenever the fact is, the goto redirects are the uncomplicated part for the tools to handle. Sistrix commented on this, Data for SEO additionally posted item on its status page, SE Ranking posted this dawn that for Google rankings it is "missing positions for several keywords" but most of the matter has been resolved, Advanced Web Rankings posted concerning the issues, as did Morningscore and several others. But many did not get rear to me or confused the goto redirects alongside the new issues occurring.

The third approach, injecting bad data, concerns me the most. I doubtful most tools won't choice up on this matter too quickly and thus think all is fine whenever Google may be fair toying alongside them.

Again, I don't think Google is taking these efforts to obstacle the tools SEOs use but fairly to go following AI bots and SerpApi.

That being said, Google does recommendation a entire portal of data concerning rankings and additional in Search Console. It power not be adequate for what most SEOs need but Google does provision us a lot of data there. Well, not click or query data for generative AI search, akin AI Overviews and AI Mode...

There are lots of complaints concerning the tools not providing dependable data, as the matter rotate into additional visible, current is fair a sampling of those complaints or posts:

Trying to portion several findings on this but position trackers are too unreliable at the instant 😩😩😩
— Lily Ray 😏 (@lilyraynyc) October 8, 2026

Regarding the visibility tools having a durable period accurately tracking sites correct now, here's another fine example. This location got hammered on 9/29 during the spam update. 100% confirmed by the location owner to me... ahrefs accurately picked up the drop, Semrush way delayed picking it up (but eventually did), and afterward Sistrix motionless doesn't display the drop. Welcome to SEO visibility tracking in (late) 2026. Will be engaging to see how this goes complete time. Stay tuned.
— Glenn Gabe (@glenngabe) October 7, 2026

@RyanJones We talked concerning that on the display today there's additional and additional things that are getting blocked akin RSS feeds from Reddit are going distant since they don't desire the ice abrasion them
— Kristine (@schachin on Tw*tter(NOW)) 🇺🇦 (@schachin) October 2, 2026

Google is blocking scrapers in new ways again... But here's the engaging part. I cognize 100% that certain sites dropped and several restored alongside the 9/4 unconfirmed update. When checking one that dropped by nearly 100%, and afterward completely recovered, current is what the big 3 tools show.
ahrefs picks up the recovery. Sistrix does NOT choice up the recovery. Semrush shows recovery, but it lagged a bit. So I think ahrefs is capable to motionless scrape ok, Semrush is motionless abrasion ok, but slower, and Sistrix is way behind. Stay tuned.
— Glenn Gabe (@glenngabe) September 18, 2026

I have documented and handed off MozCast as finest as I'm able, so I anticipation it volition continue. Google certainly doesn't create it uncomplicated to maintain.
— Dr. Pete Meyers (@dr-pete.bsky.social) October 9, 2026 at 4:32 PM

@rustybrick SEO data analytics existence is akin this nowadays! https://t.co/aBDBhwjs9h
— Gagan Ghotra (@gaganghotra_) October 9, 2026

@rustybrick Trackers are off for certain .
— Robert O'Haver 🇺🇦 (@RobertOHaver) October 9, 2026

@rustybrick They don’t activity at all atm
— BowTiedWookie (@BowTiedWookie) October 9, 2026

@rustybrick Tracking tools have been noisy for months on our end too. Spot-checking a few queries in an incognito opening has been the lone way I rely a movement correct now.
— Alex Wolk (@alexwolk1) October 9, 2026

@rustybrick They are capable to detect bot traffic and alternatively of blocking them, they are poisoning the results alongside junk webpages
— Antony Deroshan (@antonyderoshan) October 9, 2026

@rustybrick Nothing matches the SERPs.
— Marty Eigner (@martyeigner3) October 10, 2026

@rustybrick Looks akin trackers are paying for Google making SERP abrasion expensive: num=100 gone, JS required. Most now example alternatively of counting, so several regular swings are measure noise. GSC trend first.
— Daniel Skov Jacobsen (@DSJACOBSEN) October 9, 2026

@rustybrick At the end of Sept/early Oct., they were certainly broken. Some material seems to be coming rear ok (in SE Ranking and Ahrefs), and I never really saw issues alongside Semrush. Luckily, SE Ranking allows for manual refreshes, which seems to help.
— Sarah (she/her) (@SarahBlocksidge) October 9, 2026

How are you all coping alongside the tools not being capable to study 100% correctly complete the former multiple weeks?

Forum conversation at X.

I want our $1 billion business to stay in the family, but that doesn't mean I'll automatically hire my kids

support@mycoding.id (Kelly Burch) — Mon, 12 Oct 2026 12:42:01 +0700

Tricia Wallwork is now the CEO of her family business. Courtesy of Tricia Wallwork

This as-told-to composition is according to a conversation alongside Tricia Wallwork, CEO and Chair of the Board at Milo's Tea. It has been edited for dimension and clarity.

When my grandad Milo returned from World War II, he wed my grandma, Bea, the extremely next week. He likes to say he lone had $20 and a footlocker, but he additionally had a vision: for a hamburger remain serving burgers, fries, pies, and saccharine tea to Atlanta's steelworkers.

That was the commencement of Milo's Tea. Since then, the endeavor has had three distinct iterations: the first burger stand, franchise restaurants that my dad and stepmother ran, and now the tea business that I operate.

Tricia Wallwork's gramps started the family business whenever he came rear from war. Courtesy of Tricia Wallwork

Through them all, we've been guided by my grandparents' founding values: listening to customers, using real ingredients, and treating group well.

I became a lawyer, afterward joined the family business

I never wanted to activity at the family business, so I became a lawyer. I idea I would preserve the world, but really, I was fair penning alphabet and representing companies. It wasn't what I had envisioned, so I traded my elevated heels for steel-toed boots and started operating at Milo's.

My dad and stepmom had noticed a trend: group would run through their restaurants fair to command sweet tea. Running a hamburger shared is difficult, so they decided to market the franchise business and use the proceeds to commencement the archetypal type of our tea plant.

I saw them continually figuring things out on the fly — akin using pantyhose to display tea. Things are much additional advanced today, but I motionless have that entrepreneurial spirit.

I've grown the business drastically complete 14 years

I became CEO of Milo's Tea in 2012, and since then, our growth has been akin a hockey stick. In 2012, we did concerning $30 myriad in retailing sales. In September, we surpassed $1 milliard in retailing sales, onward of our projections.

It's a extremely different circumstance to be in as a third-generation endeavor owner. I've tried to discover mentors to assistance me get onward of things and oversee this missile ship.

I've surrounded myself alongside awesome advisors, who have helped me and the remainder of the commission (including my dad, stepmother, and stepsister) be extremely intentional concerning family governance. We've created a family goal declaration and set a goal of remaining 100% family-owned. That allows us to obtain a long-term perspective of how we allocate in the company.

We have protocols for the next generation

While I anticipation my children own the business one day, I don't force them to activity here. I don't desire them to awareness a duty to activity at Milo's Tea, since that becomes a burden. I would fairly them see it as an chance to do item remarkable.

We have regular family meetings for the next generation to study concerning Milo's and a example for getting involved. After they've attended college, they can act shareholder meetings. After two shareholder meetings, they can act a commission meeting. There's no force to engage, fair opportunity. So far, the two my kids have taken advantage.

We've additionally created an internship program, anywhere our kids can study concerning Milo's by operating an hourly job. If they desire to get hired here, they need to activity location alternatively for at smallest three years and get promoted before they can apply. I akin to say merit, not inheritance.

Sometimes, in family business, you see the older generation hanging on until the end. My parents and grandparents weren't akin that. They've done a fine job of supporting the next generation during additionally getting out of the way so administration and the commission can really run growth. That blend of honoring bequest during driving onward has made Milo's what it is today.

Google Ads Tests Using Google AI For Goals & Assets

support@mycoding.id (Barry@Rustybrick.com (Barry Schwartz)) — Mon, 12 Oct 2026 12:41:00 +0700

Google is evaluation using AI to arrive up alongside suggested goals and resources for your Google Ads campaigns. Google has confirmed this is a current test.

Dima posted a screenshot from the Google Ads advertiser console that says "What's your goal for this campaign?" "Google AI volition propose goals and resources according to your input," it additionally says. Dima posted this screenshot on X:

In the ample box, you depict your goal and if you don't desire to do that, you can click on the nexus to "Create run manually."

Ginny Marvin, Google's Ads Liaison, confirmed this is a test and stated on X, "this is an experiment. We greeted advertisers’ feedback about how and anywhere this category of workflow would be helpful."

Google is shoving AI everywhere, as you can imagine.

Forum conversation at X.

Palantir CTO says some AI researchers are taking up smoking because they expect AI to cure cancer

support@mycoding.id (Thibault Spirlet) — Mon, 12 Oct 2026 12:31:13 +0700

Palantir's CTO Shyam Sankar stated taking up smoking has rotate into a way for AI researchers to display how much they accept in AI. Tom Brenner/Bloomberg via Getty Images

Forget sleepmaxxing and chilly plunging: smoking is the new manner flex among AI researchers.

At least, that's according to Palantir CTO Shyam Sankar, who stated several AI researchers are taking up smoking to indication their condemnation that AI volition eventually cure cancer.

"So many AI researchers have started smoking as a way of indication to another researchers how much they accept in AI," Sankar stated in an discussion on CBS News' "Face the Nation" on Sunday.

The logic, he said, is: "I accept so much in AI that it's going to cure cancer. So I'm showing you my chips are all in."

Sankar did not name any researchers or provision evidence for the claim. Smoking remains a important logic of preventable sickness and death, and no AI breakthrough has eliminated the health risks connected alongside cigarettes.

But the Palantir executive's remarks echo a countercurrent already apparent in parts of the tech industry.

As Business Insider's Henry Chandonnet reported final month, a small collection of founders, engineers, and investors has embraced cigarettes in a field alternatively known for optimizing their health with chilly plunges, sleep tracking, and peptide treatments.

For several of them, a cigaret interrupt is an chance to encounter group and network. For others, it's a way to arrive throughout as additional relaxed and small polished than the representative startup founder.

And several AI believers anticipate the innovation to create smoking-related health risks a item of the past.

"By the period you do get lung cancer, our AI robots are expected to have cured that," Avi Schiffmann, the originator of AI wearable startup Friend, earlier told Business Insider.

'The device god of AGI'

In the CBS News interview, Sankar raised the smoking anecdote during criticizing what he called Silicon Valley's "mass psychosis" and "social delusion" about AI.

He has been outspoken in his criticism of AI safety advocates, whom he accused in the discussion of treating synthetic broad intellect as a "machine god."

Invoking philosopher Blaise Pascal's idea that humans have a "God-shaped hole" in their hearts, Sankar stated that several group in Silicon Valley have placed quasi-religious belief in AGI.

"I think it's crucial to comprehend that many of these folks in Silicon Valley who are construction this innovation have filled that gap alongside the device god of AGI," Sankar said.

Bing & Copilot Experimenting With Microsoft-Decision-1

support@mycoding.id (Barry@Rustybrick.com (Barry Schwartz)) — Mon, 12 Oct 2026 12:31:00 +0700

Microsoft announced Microsoft-Decision-1 final week and it is already being experimented alongside in the two Bing Search and Copilot. Microsoft-Decision-1 is a "decision-scoring example delivers top achievement in latency and norm on organized decision tasks to outperform the two LLMs and another decision models," Microsoft said.

Rangan Majumder posted on X, "We’re experimenting alongside it in Copilot and it’s beautiful good! Very impressed alongside how quickly they improved it as well."

So I asked the Bing squad and Krishna Madhavan responded on X and stated "we are continually experimenting!"

Bing is not necessarily using it for all queries and for all users, but it seems Bing is experimenting alongside it now. Microsoft wrote:

Today we’re introducing Microsoft-Decision-1, our new example for accelerated decision-scoring, accessible in Microsoft Foundry and through OpenRouter. This example is designed for routing, classification, prioritization, verification, and workflow control, making it easier to merge decision intellect into existing applications, agents, and workflows in a secure, trusted environment. Microsoft-Decision-1 delivers top achievement in latency and norm on organized decision tasks to outperform the two LLMs and another decision models.

Forum conversation at X.

QGIS bans AI assisted contributions

support@mycoding.id (Mira Azkia) — Mon, 12 Oct 2026 12:22:24 +0700

Please do not misunderstand my criticism below. I regard the current craziness about "AI" to be a huge issue in many ways, ethical, societal, cost-effective etc. And I see the huge and unfair force that its abuse creates on maintainers and developers. I desire it all had never happened but current we are.

I desire to emphasize several technical benefits though, which this guideline would disallow, at smallest as I comprehend it. I am deliberately ignoring everything alternatively here.

I could additionally entirely comprehend if it was additional of a "political" move to ban item considered unethical. But is that the intention? Is it to decrease force on developers? Or to create a powerful declaration against "AI"? In any case, I think it could additional apparent and likely be stronger.

As it is written now, I would comprehend the guideline to not authorize usage of LLM for review, auditing and safety purposes either. The words assisted and used are extremely broad and I am fearful that they power throw out the baby alongside the bathwater (if the baby is AI use that yields things that are functionally and logically fit for integration in QGIS, that are human-reviewed and that do not create additional after-merge-maintenance-hassle than those 100% originated from individual brains).

As person who sometimes feels brave adequate to create small steps into the C++ earth of QGIS core, I have established LLMs to be helpful for discovering additional, non-obvious environment in the code. They are frequently wrong, but it is my powerful condemnation that the results can be used by humans to acquire additional understanding of code and really assistance creating improved contributions.

I additionally sometimes discover LLMs helpful to get a simulation of a reviewer. Throw your code at it for review, get several listicle back, discard several of it refuse or unrelated, appearance at the rest, perchance discover an genuine issue, fix it, afterward go to your co-workers alongside a slightly small bad PR. A "Clippy" in your IDE, that gives several - sometimes helpful - feedback or criticism on your development, can additionally assistance decrease errors and enhance robustness. Like a web hunt volition output false data alongside true information, a LLM volition do the same. It is up to the individual to critically verify any they output.

Such uses would be disallowed by my understanding of this policy.

Google AI Overviews For Typos & No Search Results

support@mycoding.id (Barry@Rustybrick.com (Barry Schwartz)) — Mon, 12 Oct 2026 12:21:00 +0700

Yes, Google frequently shows AI Overviews whenever Google Search cannot equivalent particular web pages or whenever it thinks your query is a typo. In fact, Google AI Overviews can react by saying, "It looks akin your communication power have been a typo or random keyboard input."

This is not new, I don't think, I do accept I've seen this for a during now. It is part of Google's goal of being capable to provision an answer no matter how particular or distinctive the query is. And alongside AI, Google can technically do that.

Here is a hunt for a random made up query that looks akin a bad typo:

Google AI Overviews responded saying:

It looks akin your communication power have been a typo or random keyboard input.
If you meant to category item else, delight let me cognize what you need assistance alongside or what inquiry you have, and I volition be blessed to assistance you!

And yes, alongside the fishing guy for no hunt results.

Google AI Overviews volition additionally try to provision you a reply for typos as well:

As Khushal Bherwani noted on X - no, I don't think this is particularly new but I don't think I've covered it.

Again, this is concerning Google being capable to provision an answer to answer any query or any question, equal whenever there is no answer. Sometimes, it is fair improved to say, you don't know, but AI rarely volition say that. And we are seeing Google equal call its old hunt tools and widgets AI Overviews.

Forum conversation at X.

When I thought of 'success,' I pictured a thriving career and high-achieving children. Then my daughter was born with complex medical needs.

support@mycoding.id (Jamie Davis Smith) — Mon, 12 Oct 2026 12:17:01 +0700

The author's definition of achievement changed whenever her female was born. Courtesy of Jamie Davis Smith

When I was younger, I pictured a occupation as an attorney and a family alongside high-achieving children who would one day build prosperous careers of their own. I built my existence about these goals. I went to law school, got married, and let my job dictate whenever I started a family.

For a while, everything seemed to be going according to plan. I had a thriving occupation as a civic entitlements attorney that I loved, and I got expecting correct on schedule. Almost as shortly as I saw two pink lines, I dove headlong into planning my child's future. I made a mental catalog of the activities she would need to be well-rounded and, laughably, equal considered how the correct preschool could eventually propel her into among the country's finest colleges. I planned to come back to my full-time job a few months following giving commencement and assumed that would go according to plan, too.

However, my priorities shifted abruptly whenever my female was unexpectedly delivered alongside complex medicinal needs and disabilities.

The author's female was delivered alongside complex medicinal needs and disabilities. Courtesy of Jamie Davis Smith

My daughter's disabilities forced me to reconsider how I approached life

I idea my archetypal days as a new mother would be spent blissfully tracking feedings, tracking milestones, and joyfully putting my plans for my small family's forthcoming into place. However, alternatively of worrying concerning whenever my female would crawl, walk, and talk, I wondered whether she would live or die. That put her life, and mine, sharply into focus.

At first, I motionless hoped our plans were lone briefly derailed and that the imagination I had for my family's forthcoming could motionless arrive to fruition. But whenever my female eventually came residence from the neonatal intensive attention unit, tethered to oxygen and monitors that beeped constantly, I realized that I needed to let go of the force and anticipation that a prosperous existence meant wealth, a expert career, and good schools.

The author now has four kids, and thinks concerning their forthcoming differently. Courtesy of Jamie Davis Smith

Leaning out was a necessity

Changing my method to existence wasn't a choice at first. With a considerably disabled child who needed round-the-clock nursing-level care, operating exterior the residence was impossible. I mourned the existence I had lost: a job I loved that allowed me to assistance people, an energetic social existence alongside allies I held dear, and common travel.

As period passed, the degree of her disabilities and medicinal needs revealed themselves as equal additional serious than I had archetypal realized. It became apparent that she would never conversation or execute essential tasks, specified as feeding herself. She needed a wheelchair to get about and changeless doctor's appointments and therapies to remain healthy. I mourned the existence I had imagined for my daughter, too, one that engaged playgrounds, dancing classes, and eventually living independently.

However, I gradually started focusing additional on happiness and living in the current fairly than keeping up alongside my law academy classmates and their typically evolving kids. My definition of success shifted from a big home and nice car to really enjoying myself and living to the fullest all day. I changed what achievement meant for my kids, too. Instead of worrying concerning whether my kids would enter Harvard, I celebrated my female taking her archetypal steps at age seven and learning to use an assistive communication equipment to create essential requests akin asking for a cup of water.

I now have three another kids who are typically developing. While I could effortlessly have slid rear into my first parenting mindset of pressuring them to have high-paying careers, I now emphasis the importance of happiness and making period for group and activities that bring them joy all day.

I now know, starkly, that existence can alter in an instant and tomorrow isn't promised to anyone.

Now, she is additional focused on thriving than surviving. Courtesy of Jamie Davis Smith

Now I concentration on thriving fairly than surviving

I realized that before my female was born, many days were concerning survival. I was focused on achieving the next goal, the next milestone. While preparedness for a improved future, I had practically forgotten how to concentration on the current and now. My female showed me how necessary and crucial it is to discover happiness all day.

Although I left my full-time job out of necessity, it was the correct call for multiple reasons. I now have elastic jobs as an aide prof and a freelance writer. While I don't have the prestige and paycheck that I formerly did, I have additional elasticity to expend period alongside my female and her three younger siblings. I can fit in walks alongside allies during the kids are at academy and discover period to decompress alongside a publish and a cup of hot tea whenever I need to.

It's not the category of existence I imagined, but I am grateful all day that my female taught me why it's so crucial to fair survive, but thrive.

Founder’s Office Intern Friday Fiction Films Interview Guide

support@mycoding.id (Board Infinity) — Mon, 12 Oct 2026 12:16:34 +0700

Friday Fiction Films: Founder’s Office Strategy Growth and Business Development Intern Interview Guide

The Founder’s Office Strategy, Growth and Business Development Intern function at Friday Fiction Films supports business-to-business (B2B) growth for a filmmaking and ocular communication company. The activity connects market research, client outreach, recommendation thinking and business preparedness alongside the imaginative output that brands, corporates and social effect teams eventually see on screen.

This guide is for Master of Business Administration (MBA) students preparing for the Friday Fiction Films summer internship interview. It covers the role, required skills, regular work, apt discussion stages, role-specific questions, preparedness topics, a 4-week scheme and realistic next roles following a founder’s agency internship.

1. About the Founder’s Office: Strategy, Growth and Business Development Intern Role

This internship sits near to endeavor decision-making. The intern helps acknowledge which sectors, companies and alliance opportunities are value pursuing, afterward converts that investigation into outreach lists, document notes, throw inputs and applicable recommendations for growth.

Day-to-day activity involves the Founder and Chief Executive Officer, the endeavor team, prospective clients and inner imaginative or manufacturing teams. The function matters since a powerful business pipeline helps a movie business choose sharper opportunities and communicate its value plainly to brands and organisations.

2. Required Skills and Qualifications

Educational Qualifications

Skills Overview

3. Day-to-Day Responsibilities

A representative week blends research, pipeline building, recommendation support, client follow-ups and inner discussions alongside imaginative or manufacturing teams. The intern is expected to move from raw data to apparent recommendations, not fair collect data.

Map Growth Sectors

Research sectors, companies and alliance opportunities throughout India anywhere movie and ocular communication can resolve a endeavor need. This method studying categories specified as brands, corporates, betterment organisations or institutions, afterward identifying accounts that may need promotion films, documentaries, company films, CSR films, animation or tagged content.

Build Outreach Pipeline

Create and fortify a organized B2B outreach pipeline. In practice, this includes organising mark accounts, communication names, conversation status, next act dates and association environment in a tracker so the endeavor squad can see which opportunities are warm, cold, stalled or prepared for follow-up.

Prepare Account Inputs

Develop account-specific research, outreach approaches, throw inputs and recommendation material. For example, before approaching a person brand, the intern may study its campaigns, mark audience, latest communication themes and imaginable video use cases, afterward propose a sharper beginning communication and applicable evidence points.

Support Client Work

Support client conversations, follow-ups, market mapping and business planning. The activity may contain preparing call notes, tracking promised next steps, comparing akin accounts, clarifying client requirements and assisting the squad think through what benevolent of movie or ocular communication resolution could fit the opportunity.

Track Funnel Metrics

Track outreach and chimney metrics, afterward propose applicable improvements. This method monitoring essential numbers specified as accounts researched, messages sent, replies received, conversations scheduled and proposals supported, afterward identifying anywhere the chimney is leaking and what can be changed in targeting, messaging or follow-up rhythm.

Own Strategy Project

Own one defined growth or scheme project from investigation through advice and presentation. A powerful project output would display the problem, the investigation method, key findings, options considered, recommended act and expected endeavor conclusion in a apparent final presentation.

Connect Business and Film

Work alongside imaginative and manufacturing teams to comprehend how scheme becomes movie and ocular communication. This helps the intern evade marketing generic video activity and alternatively value how client objectives, communication clarity, audience, prosperity and manufacturing choices power the final imaginative recommendation.

4. Key Competencies for Success

Top candidates merge business sharpness alongside regard for imaginative work. They can investigation a market, explain why a client should care, remain organised in follow-ups and current recommendations without sounding vague or overconfident.

5. Interview Process at Friday Fiction Films

For a founder’s agency internship in a filmmaking and ocular communication company, anticipate a applicable procedure that tests clarity of thought, endeavor research, communication and comfort alongside client-facing work. Prepare for a mix of overview discussion, function fit questions, a abbreviated endeavor project and conversation alongside elder decision-makers.

Profile Shortlisting

The archetypal display is apt to measure whether the applicant has applicable MBA exposure, communication capability and dependable involvement in marketing, strategy, growth, endeavor betterment or media. Your resume should create research, outreach, presentations and ownership evidence uncomplicated to spot.

Business Fit Conversation

This circular normally checks motivation, communication, clarity on the function and capability to activity in a small, founder-led environment. Expect questions on why ocular communication, why B2B growth and how your former internships or evidence projects nexus to this role.

Research or Case Task

You may be asked to map a sector, prioritise possible clients, outline an outreach method or construe a uncomplicated funnel. The assessor volition appearance for apparent assumptions, logical segmentation, applicable recommendations and the capability to current ideas without excessive jargon.

Founder or Senior Discussion

The final conversation is apt to test ownership, judgment, maturity alongside elder stakeholders and genuine involvement in the endeavor of filmmaking. Be prepared to defend your case approach, explain trade-offs and display how you would study quickly on live priorities.

Offer and Internship Alignment

The decision stage normally aligns availability, on-site preparedness in Ahmedabad, stipend conditions and function expectations. Use this phase to explain project scope, reporting beat and what a powerful internship outcome would appearance like.

Candidates are apt to battle if they depict media involvement lone as affection for films but cannot nexus that involvement to B2B growth, client problems, throw quality, outreach site and business outcomes.

6. Interview Questions

Use Situation, Task, Action, Result (STAR) for behavioural answers and mutually exclusive, collectively exhaustive (MECE) structuring for endeavor cases. Friday Fiction Films volition value candidates who can explain ideas simply, nexus investigation to act and display expert maturity in client-facing situations.

Behavioral and Company-Fit Questions

Role-Specific Questions on Funnel, Outreach and Growth

Product, Market and Case Questions

7. Topics and Areas of Focus

Preparation should concentration on how a movie and ocular communication business finds clients, qualifies opportunities and turns scheme into throw material. The strongest candidates practise the two business inspection and apparent communication.

8. Preparation Plan

Freshers should concentration on function understanding, organized answer frameworks and project examples from campus, competitions or internships. Candidates alongside previous visibility should prepared 3-5 particular effect stories that display measurable outcomes, ownership and client or stakeholder communication.

Week 1

Understand the Role

Study Friday Fiction Films, services and the internship responsibilities.

Week 2

Build Core Skills

Practise market mapping, document research, outreach and chimney tracking.

Week 3

Practise Answers

Prepare STAR stories and resolve role-specific endeavor cases.

Week 4

Mock and Refine

Run mocks, enhance feeble answers and polish your example deck.

Pre-Interview Checklist

9. Career Growth & Next Roles

High-performing interns may be considered for a pre-placement discussion (PPI) or pre-placement recommendation (PPO), depending on performance, function fit and organisational needs. Longer-term growth following this internship depends on proving business judgment, dependable execution, elder communication and the capability to nexus endeavor scheme alongside imaginative output.

Founder’s Office Intern

At this stage, you assistance live growth priorities through research, pipeline building, document inputs, follow-ups, chimney tracking and one defined scheme project. To move forward, you must display reliability, keen communication and the capability to change broad direction into helpful endeavor output.

Growth or Business Development Associate

A next full-time function normally involves independently managing research, outreach, follow-ups, document notes and coordination alongside inner teams. You would be expected to meet requirements opportunities better, assistance proposals faster and build relationships alongside a stronger understanding of client needs.

Strategy or Growth Manager

At this level, ownership expands from implementation to planning. You may form field focus, alliance priorities, outreach systems and recommendation scheme during coordinating closely alongside imaginative and manufacturing teams. Progression depends on showing judgment, not lone effort.

Commercial Lead or Specialist Path

The way can divided into people-management roles that guide endeavor betterment teams or expert roles in strategy, partnerships, brand communication or media entrepreneurship. The basis remains the same: client understanding, organized thinking, association site and the capability to translate endeavor problems into communication solutions.

10. Conclusion

The sole most crucial preparedness project is to demonstrate that you comprehend the endeavor flank of filmmaking. Your answers should display how research, outreach, document prioritisation and recommendation inputs assistance a business akin Friday Fiction Films discover improved clients and communicate its value additional clearly.

Before the interview, build one example field map and one 5-slide advice deck. Also prepared concise stories that display ownership, elder communication, organized issue solving and comfort alongside ambiguity, since these traits immediately equivalent the activity expected in the internship.

Choose one field today, catalog 15 possible client accounts for Friday Fiction Films, mark them on fit and feasibility, afterward rotate the top 5 into a abbreviated outreach and throw advice deck.

Top Tips for Interview Success

Friday Fiction Films: Careers Interview Guide

support@mycoding.id (Board Infinity) — Mon, 12 Oct 2026 12:16:30 +0700

Friday Fiction Films is an Indian screen-content manufacturing business connected alongside the Friday Filmworks imaginative ecosystem led by filmmaker Neeraj Pandey and manufacturer Shital Bhatia. It plant in filmed entertainment: characteristic films, streaming series, narrative development, manufacturing implementation and collaborations alongside studios or platforms that need scripted Indian stories. For candidates, the business matters since its activity sits anywhere imaginative judgment, manufacturing site and business packaging meet. A function can affect study scripts, breaking downward schedules, coordinating shoots, managing vendors, tracking budgets, clearing materials or assisting market a release. Its portfolio additionally gives interviewers a apparent way to test whether you comprehend how a narrative moves from idea to display and how a lean manufacturing home balances quality, timelines and partner expectations without losing the imaginative spine of a project. That makes preparedness small concerning memorising movie names and additional concerning explaining craft, implementation and spectators thinking.

This guide covers anywhere the business came from, who runs it today, and the manufacturing services it is known for.

1. Company Overview

About Friday Fiction Films

Friday Fiction Films operates in scripted entertainment, closely tied to the Friday Filmworks manufacturing banner whose authoritative location identifies Neeraj Pandey and Shital Bhatia as its founders and showcases its films and sequence activity (Friday Filmworks authoritative website). For candidates, it is a helpful case study since the endeavor combines imaginative development, manufacturing management, phase collaboration and release-focused implementation fairly than functioning as a single-task vendor.

Company History

The chief discussion takeaway is that Friday Fiction Films have to be understood through the broader Friday Filmworks functioning model: a creator-producer setup built about scripted Indian entertainment. Candidates have to be prepared to conversation how this example differs from a ample studio, particularly in betterment choices, partner-led allocation and project-by-project manufacturing teams.

2008 Founding

Neeraj Pandey and Shital Bhatia founded Friday Filmworks, creating the manufacturing basis alongside which Friday Fiction Films is associated.

2008 Breakthrough

A Wednesday! brought Neeraj Pandey’s thriller-led storytelling method into mainstream Hindi cinema and shaped the company’s afterward affiliation alongside high-concept narratives.

2013 Growth

Special 26 strengthened the banner’s position for plot-driven Hindi cinema, making crime, inquiry and ensemble implementation recurring citation points in its slate.

2015 Expansion

Baby expanded the company’s affiliation alongside espionage and action-thriller storytelling, an area that afterward became crucial in the two theatrical and streaming formats.

2015 Studio Collaboration

Reliance Entertainment announced Plan C Studios as a shared project alongside Friday Filmworks, reflecting a move toward larger studio-backed betterment and manufacturing partnerships (Reliance Entertainment).

2016 Mainstream Reach

M.S. Dhoni: The Untold Story showed the banner’s capability to grip large-scale biographical perform during motionless leaning on character-led storytelling.

2020 Streaming Era

Special Ops marked the ecosystem’s move into premium long-form streaming storytelling, giving candidates a powerful example of adapting a thriller sensibility to episodic structure.

2. Mission, Vision & Values

Mission

The authoritative web existence presents the business through its portfolio, founders and manufacturing credits fairly than a standalone goal sentence; use this in interviews to nexus your answers to dependable Indian storytelling and disciplined execution.

Vision

The company’s community positioning is slate-led fairly than expressed as a distinct imagination line; candidates should example the imagination conversation about sustained scripted amusement throughout theatrical and streaming formats.

Core Values

The authoritative web existence uses activity examples in location of a titled values list, so discussion preparedness have to be according to behaviours that its manufacturing example visibly rewards: narrative judgment, reliability, confidentiality, coordination under force and regard for imaginative timelines.

Prepare particular stories against those behaviours fairly than giving a generic “passion for films” answer; manufacturing interviews normally test whether enthusiasm can last deadlines, revisions and partner expectations.

3. Products and Services

Friday Fiction Films’ offering is centred on scripted display content, from betterment to manufacturing execution. That makes it applicable for candidates in imaginative development, direction teams, manufacturing coordination, row production, endeavor affairs, finance, marketing, post-production and platform/studio relations.

Feature movie production covers the betterment and implementation of theatrical films, including manuscript preparation, director-led imaginative decisions, casting coordination, fire planning, vendor administration and shipment to allocation partners.
Streaming sequence production involves long-form episodic storytelling for OTT-style formats, anywhere teams must oversee writers’ rooms, event continuity, multi-location shoots, manufacturing schedules and platform-facing shipment requirements.
Story and screenplay development includes evaluating ideas, shaping treatments, construction character arcs, improving drafts and aligning the manuscript alongside spectators expectations before the project moves into budgeting and production.
Creative manufacturing packaging brings together directors, writers, actors, technicians, locations, music, action, scheme and post-production partners so that a project can move from idea to a viable manufacturing plan.
Co-productions and studio partnerships affect operating alongside larger amusement companies, broadcasters or streaming platforms on financing, rights, approvals, shipment milestones and publish scheme during preserving the project’s imaginative identity.
Production management covers schedules, squad coordination, permissions, call sheets, logistics, disbursal tracking, safety practices and on-ground issue solving during shoots.
Post-production and publish support includes coordination throughout editing, sound, music, ocular effects, grading, trailer assets, promotion matter and final shipment formats required by allocation or phase partners.

4. Key Competitors of Friday Fiction Films

Friday Fiction Films competes in the Indian advertising-film, branded-video and digital storytelling manufacturing market, anywhere brands and agencies choose manufacturing partners for idea execution, director fit, manufacturing quality, budgets and turnaround. The genuine difference is not lone size; it is whether a manufacturing home can translate a concise into a memorable movie during managing shoots, talent, post-production and client expectations reliably.

Early Man Film

AD FILM AND BRANDED CONTENT PRODUCTION

Competes on: high-concept commercials, director-led storytelling, humour, accomplishment and run memorability.

Position: A powerful premium competitor whenever agencies desire distinctive ad films alongside keen imaginative treatment.

Chrome Pictures

COMMERCIAL FILM AND SCREEN PRODUCTION

Competes on: large-scale ad films, community fig shoots, polished manufacturing scheme and unified movie execution.

Position: An established production-house substitute for brands seeking powerful implementation throughout promotion and filmed content.

Equinox Films

ADVERTISING FILM PRODUCTION STUDIO

Competes on: business manufacturing reliability, director networks, ocular complete and end-to-end fire management.

Position: A applicable competitor for agencies that prioritise dependable manufacturing infrastructure and brand-film experience.

Corcoise Films

DIRECTOR-LED COMMERCIAL FILM PRODUCTION

Competes on: manuscript interpretation, brand storytelling, performance-led direction and run films for mainstream advertisers.

Position: A dependable boutique competitor whenever the concise needs personality, spirit and powerful narrative execution.

In an interview, construction the rivalrous answer about genuine purchasing dimensions: imaginative treatment, manufacturing capability, director fit, prosperity discipline, speed, post-production norm and brand-agency relationships, fairly than reducing the difference to which business is bigger.

For a movie and streaming-content endeavor akin Friday Fiction Films, CSR is finest understood through liable storytelling, ethical manufacturing practices, imaginative skill-building and the effect a set has on group about it. Candidates should nexus CSR to the realities of scripts, shoots, vendors, audiences and young imaginative endowment fairly than treating it as a distinct philanthropy topic. Before naming a particular program in an interview, verify the latest business communication so you do not citation an outdated or unrelated initiative.

🎬

Responsible storytelling

A satisfied studio can display social duty by treating communities, identities and delicate subjects alongside attention during research, penning and production.

📚

Creative skill-building

Workshops, internships, mentorship and assistant-level visibility can assistance young writers, editors, researchers and manufacturing coordinators comprehend expert screen-content workflows.

🤝

Fair and harmless manufacturing practices

Production duty includes respectful set conduct, harmless operating conditions, apparent coordination and timely communication alongside crew, vendors and collaborators.

🌾

Lower-impact shoots

A manufacturing home can decrease avoidable discarded through improved planning, reusable set materials, digital records and productive journey or logistics choices anywhere the project allows.

6. Interview Process & Selection Rounds

Hiring at Friday Fiction Films is apt to be portfolio-led for imaginative and post-production routes, coordination-led for manufacturing and operations routes, and judgment-led for business-facing roles. The figure of rounds can alter alongside urgency, project stage, seniority and whether the function is connected to a particular shoot, writers’ room, article agenda or agency function. Candidates have to be prepared to conversation former work, display applicable judgement and display that they can defend confidentiality in a satisfied environment.

Application and portfolio screening

Recruiters or hiring teams measure whether your CV, showreel, penning sample, edit links, manufacturing credits or coordination cognition equivalent the route. Creative applicants are judged on sensation and originality, during production, endeavor and operations applicants are judged on reliability, records and implementation history.

Introductory discussion

This circular checks motivation, availability, communication manner and essential understanding of Friday Fiction Films’ work. For younger roles, anticipate questions on learning outlook and agenda flexibility; for elder roles, anticipate a deeper conversation on ownership, judgement and former project responsibility.

Function-specific assessment

The appraisal changes by route: writers may obtain a safety or throw task, editors may be asked to conversation a cut, manufacturing candidates may grip scheduling scenarios, and endeavor candidates may assessment budgets, vendor notes or agreement logic. The aim is to test how you think under realistic constraints, not fair whether you cognize industry terms.

Hiring-manager or squad conversation

This circular tests squad fit, feedback maturity, confidentiality and how you react to pressure. Creative teams appearance for sensation and openness to notes, manufacturing teams appearance for calm prioritisation, and operations or endeavor teams appearance for accuracy and follow-through.

Final alignment and recommendation discussion

The final phase may shield joining date, project timelines, compensation expectations, activity location and reporting structure. Senior candidates have to be prepared to conversation stakeholder administration and former ownership, during fresher or assistant-level candidates should display clarity on learning goals and availability.

7. Common Interview Questions Across Roles

These are company-fit and general-knowledge questions any Friday Fiction Films applicant can face; role-specific specialized questions pertain in that route’s own discussion guide.

General & Company-Fit Questions

8. Required Skills & Tools

Required skills at Friday Fiction Films are not one flat list; all occupation path needs a distinct mix of imaginative judgment, implementation site and production-aware tools.

9. Career Opportunities at Friday Fiction Films

Careers at Friday Fiction Films are finest understood by route, since movie activity grows through portfolios, credits, set experience, and reiterate rely fairly than one uniform company ladder. Candidates normally act through assistant, intern, coordinator, or younger expert roles, afterward develop by proving ownership on genuine briefs, shoots, edits, campaigns, or client-facing delivery.

Creative Development

This path includes Script Intern, Junior Writer, Screenwriter, Copywriter, Creative Associate, Researcher, and Creative Producer roles; promotion comes whenever your ideas consistently rotate into shootable scripts, powerful pitches, and apparent narrative treatments.

Direction & Production

This path includes Production Intern, Production Assistant, Assistant Director, Production Coordinator, Line Producer, Production Manager, and Director roles; promotion comes whenever you can oversee schedules, people, continuity, and shoot-day force without compromising the brief.

Cinematography & Camera

This path includes Camera Intern, Camera Assistant, Focus Puller, Gaffer, Lighting Assistant, Camera Operator, and Director of Photography roles; promotion comes whenever your specialized choices assistance the director’s imagination during staying fast, safe, and accordant on set.

Editing & Post-Production

This path includes Post-Production Intern, Assistant Editor, Video Editor, Colourist, Motion Graphics Artist, VFX Artist, and Post-Production Supervisor roles; promotion comes whenever your edits enhance pacing, emotion, continuity, and shipment norm alongside small revision cycles.

Sound & Music

This path includes Sound Intern, Location Sound Recordist, Dialogue Editor, Foley Artist, Sound Designer, Mixing Engineer, and Music Supervisor roles; promotion comes whenever your audio activity adds clarity, mood, and polish during gathering edit and publish timelines.

Marketing & Distribution

This path includes Social Media Intern, Digital Marketing Executive, Publicity Coordinator, Content Strategist, Partnerships Executive, Distribution Coordinator, and Marketing Manager roles; promotion comes whenever your campaigns enhance spectators reach, phase performance, and publish visibility.

10. Future Outlook and Strategic Plan

The timeline in Section 1 positions Friday Fiction Films as a screen-content business shaped by its founding phase, its manufacturing milestones and its move through a changing Indian amusement market. For candidates, the helpful study is not a fixed roadmap, but the themes that explain how imaginative companies remain relevant: narrative judgement, implementation discipline, spectators fit and collaboration.

Story-first judgement

Be prepared to explain how you measure a idea beyond individual taste: spectators clarity, character motivation, tonal consistency and whether the idea can last applicable manufacturing limits.

Production reliability

Prepare examples of how you oversee deadlines, budgets, approvals, locations, vendors or handoffs without weakening the imaginative intent of the project.

Audience and format fit

Be capable to conversation how the identical idea changes whenever built for distinct viewing contexts, including pace, duration, casting, promotion and the spectators commitment made in the archetypal few minutes.

Collaborative problem-solving

Show that you can activity alongside writers, directors, producers, editors, actors and endeavor teams, particularly whenever feedback is conflicting or a imaginative decision affects agenda and cost.

Competitive awareness

Know how to difference Friday Fiction Films alongside the competitor set covered before by imaginative positioning, implementation style, spectators section and alliance approach, not lone by popularity.

11. Conclusion

Friday Fiction Films sits in a market anywhere screen-content companies are judged by the power of ideas, implementation site and the capability to equivalent stories alongside the correct spectators context. Its direction depends on turning imaginative intent into dependable manufacturing choices, during staying vigilant to how viewers detect and measure content. For person joining, that method the function is not lone concerning liking films or series. It is concerning contributing helpful judgement, respecting imaginative collaboration and assisting a project move from concise to completed activity alongside clarity.

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Heftin AI Careers: Overview and Interview Guide

1. Company Overview

About Heftin AI

Company History

2. Mission, Vision & Values

Mission

Vision

Core Values

3. Products and Services

4. Key Competitors of Heftin AI

Retool

Appsmith

Airtable

Zapier

5. Corporate Social Responsibility (CSR)

Responsible Data Use

Ethical AI Adoption

Digital Capability Building

Efficient Operations

6. Interview Process & Selection Rounds

Application Review

Recruiter or Introductory Screen

Functional Assessment

Hiring Manager Discussion

Leadership or Founder Conversation

7. Common Interview Questions Across Roles

General & Company-Fit Questions

8. Required Skills & Tools

9. Career Opportunities at Heftin AI

AI & Machine Learning

Software Engineering

Data Engineering & Analytics

Cloud, DevOps & Security

Product & Program Management

Implementation & Customer Success

10. Future Outlook and Strategic Plan

Applied AI for operations

Digital-infrastructure reliability

Workflow integration

Customer finding in an first company

Practical positioning against larger platforms

11. Conclusion

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