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As the year comes to a close, we always end up looking back at everything we’ve done over the past months. Just like Spotify gives us its Wrapped, OpenAI surprises us with “Your Year with ChatGPT”, a really fun way to see how we’ve used artificial intelligence throughout the year. It’s an annual recap that lets us see our most frequent conversations and topics of interest, as well as how we’ve used AI to create, learn, or make decisions.
According to OpenAI, the feature is available in the United States, Canada, the United Kingdom, Australia, and New Zealand, whether we use the free version or the Plus and Pro plans, as long as we have chat history and memory saving enabled.
What ChatGPT Wrapped is and what it offers us
ChatGPT Wrapped, officially known as “Your Year with ChatGPT”, is a visual look back at our activity with AI over the year. Instead of showing us simple data, it interprets our interaction with AI, presents it as a set of slides with charts, and gives us different personalised recognitions depending on how we’ve used the tool.
For example, if we’ve spent the year coming up with ideas, answering questions, or refining concepts, we might receive badges such as “Creative Debugger” or “Problem Solver”, reflecting our style of use. The recap also includes a poem and a generated image about our year, based on the topics we’ve discussed most with ChatGPT.
How to access “Your Year with ChatGPT”
Enjoying our ChatGPT Wrapped is very easy, and we can do it both on the web and from the iOS and Android app. The whole system is entirely optional, and we can turn it on at any time. These are the steps:
We open the ChatGPT app on our iPhone, iPad, Android device, or in the browser.
On the home screen we’ll see a banner for “Your Year with ChatGPT”. We tap it to start the recap.
Alternatively, we can type “Your Year with ChatGPT” in the chat and access the recap directly.
Beyond curiosity, initiatives like this have real value. If music services help us rediscover songs and artists, in ChatGPT’s case it leads us to a reflection—sprinkled with funny lines—on how we use AI.
We can use ChatGPT for all kinds of tasks: drafting or replying to emails, clearing up general questions, generating ideas, work with apps like with Photoshop, creating images and videos, etc. With this annual recap, we have the chance to acknowledge that usage and realise what other AI capabilities we can explore. A good way to close the year and start the next one with a fresh perspective on how to get more out of the tools we already enjoy.
Saying that 2025 has been a year defined by major shifts in the labour market is probably an understatement, especially in the tech sector. According to data from consultancy Challenger, Gray & Christmas, reported by CNBC, artificial intelligence has been cited as the cause of nearly 55,000 layoffs in the United States, in a year in which total cuts have affected more than one million workers. For many companies, AI has become a way to optimise resources, but also to reorganise teams in pursuit of greater efficiency. Given this scenario, what can we expect from 2026?
The major companies attributing layoffs to artificial intelligence
Over the past few months, several of the biggest tech companies have announced massive headcount reductionsdirectly linked to the rollout of AI. The most notable include:
Microsoft: It has eliminated around 15,000 jobs in 2025, including 9,000 last July. Satya Nadella explained that the goal is to reimagine the company’s mission in the AI era, moving towards a development model more focused on intelligent creation tools.
Salesforce: In September, Marc Benioff confirmed the cut of 4,000 customer service positions, stating that AI is doing up to 50% of the work at the company and that this allows them to operate with fewer staff.
IBM: The company has replaced several hundred employees in human resources roles with AI chatbots, although it has increased hiring in software engineering and sales areas.
CrowdStrike and Workday: Both firms announced layoffs of 500 and 1,750 employees respectively, explaining that investment in AI is key to staying competitive.
All these moves reflect a broader trend: companies are reorganising their teams to bet on automation and the efficiency that artificial intelligence enables.
What to expect in 2026
Looking ahead to next year, analysts expect companies to continue integrating artificial intelligence into more areas of their day-to-day operations, from customer support to data management. It’s the same strategy we’ve already seen, and it could lead to a further reduction in traditional roles, but it may also open up new opportunities in areas such as model development, systems security, and oversight of automated systems.
The MIT study published in November 2025 states that AI could cover 11.7% of the US labour market and generate savings of up to one trillion dollars in wages, especially in sectors such as finance, healthcare, or professional services. With “savings” being the key word for companies, in 2026 we may see more organisations reshaping their talent to adapt to the era of artificial intelligence.
AI as a cause, but also as an excuse
Although artificial intelligence has been cited as the official reason behind tens of thousands of layoffs, we shouldn’t overlook the fact that many companies are using AI as a rationale for adjustments that actually respond to other factors. Fabian Stephany, from the Oxford Internet Institute, explained that several of the companies mentioned above hired very aggressively during the pandemic and are now going through a workforce correction process, where they find in AI a convenient justification in front of the market and investors.
In that sense, the situation may not be as worrying in 2026, with most of the headcount corrections already carried out and with a gradual realisation that artificial intelligence cannot fully take over many processes. As we know that oversight is becoming increasingly important, the efficiency gains are something companies will need to weigh carefully when implementing their strategy. In any case, balancing automation with the creation of new roles will be the key this new year—one in which we may be in for surprises as far as the labour market is concerned.
If productivity is already very important in any company, in SMBs it is simply essential. Being efficient in managing tasks when you have a small team is absolutely key. It is no longer just about being efficient, but about being competitive. In this context, automating the most repetitive workflows makes a huge difference.
And this is where the combination of no-code development and automation with artificial intelligence really stands out. With AppSheet and Gemini, productivity steps up a level without having to resort to costly custom developments. No-code automation in SMBs is completely transformed thanks to Google Workspace.
Why no-code automation fits SMBs so well
In many SMBs, managing daily tasks relies on spreadsheets, emails and, all too often, improvised forms that grow without a clear enough strategy. Every new customer, every order and every incident adds a new layer of complexity, until we end up having to invest more and more hours copying data, checking statuses and fixing small but costly errors. In this context, workflow automation with no-code tools offers us a structured and very simple way out of something that could otherwise destabilise our operations.
When we talk about No-Code SMB Workflow Automation we mean the ability to design complete processes based on visual rules and existing data, without writing a single line of code. With this approach it is easy for us to turn our internal procedures into applications and automations that move the work forward, collect information and trigger actions in other systems whenever we manually perform an operation.
AppSheet and Gemini: the best way to create applications
AppSheet is part of Google Cloud and integrates directly with all the apps and services we already enjoy in Google Workspace. The service lets us build applications and automations on top of the data we already manage in tools such as Sheets, Drive or Gmail. A truly powerful platform that, because of where it sits, is directly embedded in the core of our operations.
AppSheet Core is included in many Workspace editions, so we can spin up new projects very easily. If that is not the case, for 10 dollars per user per month in the standalone plans that include Gemini features, we can access a service whose return on investment we will see almost instantly through automation.
Gemini, Google’s artificial intelligence model, acts as a very capable collaborator within the Google AppSheet automation system. With just a few sentences, it can help us create the automation we need so that, instead of starting from a blank page, we describe our process and directly receive a proposed structure of tables, fields and relationships which, with just a few tweaks, will be ready to run. This is the magic of AppSheet with Google Gemini.
From the My Apps page we go to the editor and tap the option to create an app with Gemini. This opens a chat interface where we describe our process. From here, the creation cycle boils down to three steps which, in short, are as follows:
We write a description of our use case, for example “management of facility inspections with weekly reports and assignment of owners”. Gemini directly interprets the case and proposes tables such as Inspectors, Facilities, Inspections and Reports, already set up with their basic columns. From a single sentence we move to a data structure that matches our real process.
We review that proposed structure either in the Gemini chat itself or in the table editor, add any fields we consider appropriate — for example, an image column to attach photos to an inspection — and adjust the names and data types according to our specific needs.
We confirm the structure and let AppSheet generate the initial application with views, actions and forms already in place. From there, we go into the visual editor to customise colours, icons, permissions and the automation logic.
Unlike traditional developments, this approach is extremely iterative: the people who use the process fine-tune the rules themselves, the views and the automations as they use the application. AppSheet records every change and, of course, keeps a version history, which allows the team to move forward knowing that we can always roll back.
AppSheet + Gemini: AI in charge of events, conditions and automatic actions
Beyond app creation, AppSheet offers us an automation engine that links events and conditions with subsequent actions. We can trigger flows when a record is created or updated, when a certain email arrives, or according to a predefined schedule. From there, we can send emails, write to other tables, call different APIs or invoke Apps Script functions.
As before, the foundations and the power are there, and Google’s AI, Gemini, lets us work with them in a new way. We can create anything from tasks that extract information from images or PDFs to automatic text classification. The AI analyses the data and returns the fields ready to be stored in our tables and then continue with the flow.
AppSheet relies both on its own integrated database and on the connections we configure with spreadsheets, SQL databases, Salesforce, Dropbox and other services. With this flexibility we can design very lightweight yet powerful applications based on the data we already manage. The application we created a few paragraphs ago grows, the information is organised and automation works intelligently for us thanks to AI.
When it comes to governance, which we cannot overlook, AppSheet includes security controls, encryption options and usage policies that we can manage from the central Workspace console. Google does not use our Workspace data (e.g., AppSheet data or Sheets content) to train Gemini models. We can restrict who creates apps, what data they work with and where they send information.
All in all, in the combination of AppSheet and Gemini we find a completely new way of automating our company. If app creation and the automation system were already available in AppSheet, with Gemini they become much more accessible. They also become much more capable when it comes to processing information. And this, without a single line of code, is where our operational efficiency levels up.
Use cases of No-Code SMB Workflow Automation with AppSheet and Gemini
With the theory covered, let’s talk about some practical examples. Of course, every SMB is unique, but most share very similar parts: tracking sales opportunities, coordinating teams, inventory control, incident management or customer support.
Here AppSheet with Gemini lets us cover these scenarios with applications adapted to our specific case.
Operations and customer service
Companies with teams on the move, such as technical services, installations, logistics or maintenance, will find great advantages in AppSheet. Through forms, which can work even offline, teams can log visits, capture photos, geolocate incidents and even capture validation signatures from customers. All this information reaches the office in real time and feeds the different dashboards that show us the workload and the status of each service in an up-to-date way.
With Gemini, the AppSheet flow becomes even richer. Let’s imagine an intervention form where the technician attaches a photo of the equipment to be repaired and adds a brief description. We can configure an automation task that, using AI, reads that image and that text, extracts the type of incident, classifies its severity and proposes the next step based on the rules we have defined. What to do next? We have several options:
Automatic sending of emails or internal chat messages when an incident with a certain severity level enters the system, so that the support team can prioritise it.
Updating a shared status board in Sheets or Looker Studio when a visit is closed, to know how many jobs are still pending in the area.
Generation of an intervention report in PDF that AppSheet saves in Drive and links to our CRM, with the text drafted by Gemini based on the data entered during the visit.
Sales, inventory and administration
In the sales area, many SMBs manage opportunities and orders from spreadsheets that, all too often, grow without a well-defined structure. With AppSheet, those sheets turn into mobile and web applications with forms, filters, charts and real-time alerts and, as a result, a system that supports every stage of the sales cycle.
Gemini helps us with tasks such as distributing opportunities, prioritising certain accounts or preparing summaries before a meeting or to present results. With an automation we create, we can analyse the history of interactions with a customer stored in the app, generate a summary and then suggest the best time to make a call, according to our past success patterns.
Something very similar happens in inventory and administration. With an app in AppSheet we can centralise all our stock in- and outflows, log physical counts from a mobile phone and receive alerts as we approach certain thresholds. From there, we can export the data or connect directly to our billing, purchasing and accounting flows so that Gemini can support us in tasks such as product classification or detecting consumption patterns.
Human resources and a culture of continuous improvement
HR teams in an SMB often work with different tools to manage hires, departures, training, evaluations and also all internal policies. Here AppSheet allows us to design an internal portal where each employee can find their pending tasks, fill in forms, consult documentation and record their participation in company initiatives.
Gemini stands out here in a capability that is key in virtually any company: the ability to analyse all the comments and draw conclusions. An automation flow can gather the responses from, for example, an employee engagement survey, generate a summary of the most frequently mentioned topics and propose ideas.
With AppSheet and Gemini, any feedback on a form, a view, an app or an automation can be turned into quick changes from the editor, without having to wait for development cycles. Employees themselves feed the system, which is in constant evolution and improvement.
AppSheet with Google Gemini is the winning combination
With Google Gemini, the expression No-Code SMB Workflow Automation takes on a very concrete meaning. For an SMB, it means that the next improvement to our processes can come from the person who uses that process every day. A system in which AppSheet and Gemini allow us to design, automate and deploy a solution in a matter of days.
The first step is the simplest: identify a relevant process within the organisation, describe it in the Gemini prompt box in AppSheet and let the platform propose an app for us. From there, each iteration adds to learning, adoption and captures new opportunities. For SMBs, having the power of AppSheet and Gemini radically changes their perspective. Instead of us working for the applications, we have applications that work for us.
TikTok’s sale to the United States has been a real rollercoaster. With the constant fear of it disappearing, the repeated extensions of the deadline, and the back-and-forth of negotiations, it’s only today that we know TikTok has already signed agreements to reorganise itself in the United States and, with that, a concrete roadmap to keep operating there. We now have, as reported by Axios, a new corporate structure, a new ownership split and, above all, a target date: 22 January 2026.
The when: the date circled in red is 22 January 2026
The timetable that has been put on the table fits with the legal framework that has been pushing ByteDance, TikTok’s parent company, to carry out a “qualified” divestment for the US market. This legislation was passed in 2024 as part of Public Law 118–50, and since then it has fuelled the political and business standoff around TikTok that we’ve been watching.
Here it’s worth focusing on the most recent stretch: the White House kept extending deadlines throughout 2025, and the last expiry date mentioned for that cycle came on 16 December 2025, a turning point that accelerated the closing of the deal and has left 22 January 2026 as the effective date for the new system.
The how: a “joint venture” with a US majority and a new board
The new TikTok revolves around TikTok USDS Joint Venture LLC, designed to take on certain responsibilities within the US and to operate as an independent entity. The structure, as published, looks like this: 50% for a consortium of new investors, 30.1% for affiliates of certain current ByteDance investors, and 19.9% that remains with ByteDance.
Within that 50% there’s an important nuance: Oracle, Silver Lake and MGX are each listed with 15% (45% combined), and the remainder completes the bloc of new investors that secures the controlling majority. Alongside this new company comes a seven-member board of directors, with a US majority, which is the other control mechanism, together with the audit and compliance commitments.
What changes for those of us who use the app: data, the algorithm and moderation under USDS control
If we look at the changes from our perspective as users, the new TikTok centres on four areas: data protection, algorithm security, content moderation, and ensuring the integrity and rollout of the software. The goal is for the US side to have its own authority to certify that content, software and user data meet the agreed terms.
There is one especially sensitive point here: the recommendation algorithm. The text that has circulated talks about “retraining” it using US user data so that the feed is free of external manipulation. It remains to be seen how this will affect the recommendation mechanism, one of TikTok’s strongest features and one of the main reasons for its success.
For those of us who watch videos, upload content or advertise, all the communication around the agreement insists on continuity of the experience and commercial stability. What we’ll have to see is how the retraining of the algorithm affects the recommendation system. In any case, we’ll know on 22 January.
OpenAI has just taken, with little fanfare, a huge step forward in the evolution of ChatGPT. With the introduction of its new app directory integrated into ChatGPT, we can now discover, install, and use tools that expand the assistant’s capabilities directly from its interface. This new feature arrives alongside the opening of its SDK for developers, which means that soon we’ll see many more apps created specifically for the chatbot.
For a few weeks now, Sam Altman had already given us some hints that the company wanted to build “all the features we would expect from a complete platform.” The arrival of the App Store confirms that ChatGPT goes far beyond generating text or images; it now allows us to interact with our applications without leaving the conversation.
An app directory directly inside ChatGPT
Until recently, ChatGPT offered us the so-called connectors, which allowed us to access external services like Google Drive or Dropbox. Now, OpenAI has renamed these integrations as apps within ChatGPT, and has created a directory we can access from the tools menu or directly at chatgpt.com/apps.
Here, we can search for specific apps or browse the featured ones, such as Spotify, Apple Music, Adobe Photoshop, Zillow, Canva, or DoorDash. For example, with the Spotify app we can ask ChatGPT to create new playlists for us and discover music without leaving the chat, while DoorDash turns recipes or shopping lists we give the AI into orders ready to be placed.
As if that weren’t enough, we can activate these apps right in the middle of a conversation, either by mentioning them with “@name” or selecting them from the tools menu.
Along the same lines, OpenAI has started to show contextual suggestions for certain apps based on what we’re talking about. Everything is designed so these features integrate naturally, without interrupting the conversation, but rather enriching it.
How they work and what possibilities they offer us
The way these apps work is truly simple. Once we connect an app, ChatGPT informs us of what kind of information can be shared with that service (even more so if we want to log in to the service) and shows us its privacy policy. At any time we can disconnect it, of course, which immediately cuts off access to any data.
For developers, the Apps SDK—which is already in beta—opens the door to creating apps that are completely native to ChatGPT. The best apps, according to OpenAI, are clear, intuitive, and solve specific needs directly in the chat, without forcing us to jump between different tools. This means that, as users, we’ll soon be able to organize trips, prepare presentations, or manage our daily tasks without leaving our conversation with ChatGPT.
With this move, OpenAI turns ChatGPT into a complete platform that transforms ideas and conversations into actions. A small change? Maybe, since it hasn’t made much noise in the tech world, but it’s a change that makes a huge difference. A huge difference both when it comes to using the chat—where we gain endless new possibilities—and when it comes to using certain apps, where sooner rather than later we may prefer the simplicity of a command or request over having to navigate an interface.
A new way to communicate with technology: with ChatGPT’s App Store we’re looking at an assistant that stops being just a generator of text or images and becomes an interactive operations hub, capable of connecting to our services and apps in the most natural and fluid way.
Twitter’s transition to X seemed more than settled. The famous social network with the blue bird completely transformed—both in look and in name—when Elon Musk bought it, and everything suggested the Twitter brand was gone for good. That was the case until a new company began making moves to bring the name back. Elon Musk and X, however, have just made their own move to prevent it.
The battle over the Twitter trademark
The idea of Twitter returning as a possible social network emerged when a small startup called Operation Bluebird, based in Virginia, filed a petition with the United States Patent and Trademark Office. As reported by Ars Technica, the company asked to cancel Twitter’s registered trademarks, arguing that X had “completely abandoned” use of the historic brand and the iconic blue bird. According to the petition, Musk’s company has no intention of using the name again, so the trademark should be considered available.
Operation Bluebird explained that the terms Twitter and Tweet no longer appear in X Corp.’s products, services, or communications, which, in their view, is clear proof of abandonment. Operation Bluebird’s request was therefore to free up the terms so a social network could be created where the world-famous blue bird could take center stage again.
Faced with this situation, X has reacted with surprising speed. As TechCrunch reports, Musk’s company updated its Terms of Service to make it clear that it still claims rights to the name Twitter and all associated elements, including logos and domains.
Elon Musk protects the transition to X
In the updated Terms of Service, it’s made clear that nothing grants the right to use the names X or Twitter without the company’s express permission. A clarification designed to support the position that the trademark has not been abandoned and remains part of the company’s assets, which will be key in the USPTO’s legal analysis.
Elon Musk has made it clear on several occasions that his goal is for X to go far beyond what Twitter ever was. According to his plans, the platform will evolve into an all-in-one app, capable of combining entertainment, payments, messaging, and much more. Keeping control of the former Twitter brand is part of this strategy, since it prevents third parties from bringing back the original social network.
Could Twitter return?
Now the decision lies with the patent office. If the authorities consider that the trademark has not been abandoned, Operation Bluebird will not be able to register or use the name Twitter. On the other hand, if the agency determines that X stopped using it with no intention of resuming, it would open the door for the historic brand to pass into other hands.
From a legal standpoint, Musk’s move makes sense. Keeping Twitter under X’s umbrella ensures no one else can cash in on its enormous recognition, even if X itself doesn’t do so either.
Barring any surprises from the patent office, the return of the Twitter name seems unlikely. The transition to X moves forward step by step, and Musk, meanwhile, is making sure that Twitter—at least under this name—can’t come back. Now we just have to wait and see how things unfold.
A leak of the software from an iPhone prototype running an early build of iOS 26 gives us a surprisingly broad and detailed map of the future devices and features currently in development inside Apple. As reported by MacRumors, it’s one of the year’s biggest leaks, packed with internal references, features, and codenames that let us paint a fairly clear picture of where Apple’s ecosystem is headed.
Products: a new home accessory, AirTag 2, and AirPods clues
The hardware side looks especially promising, with mentions of devices across multiple categories. Among the most striking references are the following:
“J229” home accessory: new architecture, a sensor manager, and prediction models for “sensing.” Everything points to a smart-home device—like a camera, hub base, or modular system—that would expand HomeKit’s reach.
AirTag 2: there are mentions of Bluetooth improvements, advanced battery status management, and more effective tracking via the Find My network. Internal labels show up such as AirTag2025_Phone_Finding and AirTag2025_Watch_Finding, plus notes around Distribution, Battery, and Switchover. The 2025 reference places the timeline in early next year.
AirPods: several new features in two phases. For fall 2025, Extended_Precision_Finding_Core_Techappears. For spring 2026, ContextualReminders, ConversationBreakthroughVQA, and Visual Lookup are listed, alongside promises of “precise outdoor location understanding” and Room Aware Connect Controls. In addition, SRAudioMixing suggests mixing audio with that of the device itself.
Vision Pro:Enable AUSM Enhanced Room Spatializer, tagged for spring 2026, fits with an even more immersive spatial audio system.
Software: iOS 26, iOS 27, and a 2026 with much more Apple Intelligence
The software references point to a 2026 with better AI and several new additions. The references point to an upcoming iOS 26 with stronger health, language, productivity, and Photos features that expand in a coordinated way. Among the highlights are:
Health+: it shows up in the lists for spring 2026, with the idea of an AI-powered health service. “Gumdrop” is mentioned without further detail, and a “Geronimo” has an internal date set for 2030, suggesting a long-term evolution of the new service.
Live Captions: expansion to more languages, with a target date around WWDC 2026.
AutoFillUI: an autofill system for entering information in third-party apps in fall 2026, ideal for payments and checkouts and improved security.
Siri:we see multiple references to a smarter Siri. IntelligenceFlow, PlanOverrides, SpotlightPersonalAnswersSiri, SpotlightSearchToolLLMQueryUnderstanding, and SpotlightExtSemanticSearch appear for spring 2026, aligning the general operating system, Spotlight, and the assistant itself in that evolution.
Freeform: folder support for spring 2026.
Journal: tracking suggestions for spring 2026.
Wallet:BankConnectUpcomingPaymentNotifications and AppleCardUpcomingPaymentNotifications dated around WWDC 2026 make us think of a payment management system and finance reminders within the system itself.
Photos:Photos Connections and Shared Collections, for fall 2026, would focus on shared collections and on connections between people and events with an AI touch.
Sports:Dynamic Sports Tier Manager, in spring 2026, suggests better hierarchy and prioritisation for the competitions and leagues we follow in Apple News or the dedicated app.
Mentions of 2027 also appear: sleepCloudKitManatee, sleepCloudKitSync, sleepOnIpad, and sleepOnMac, tagged for WWDC 2027, point to a scenario where sleep tracking extends to iPad and Mac with CloudKit sync and richer metrics.
Accessibility and other system changes: small improvements for everyday use
The accessibility references that have been found point to quite a significant evolution in several areas. We’re seeing features that make reading, listening, and navigation easier. Notably:
Live Captions “ForAll”: a hint at broader availability of the feature without depending on specific regions.
Background Sounds v2: a second generation of background sounds for focus and rest.
Keyboard in macOS: full access with VoiceOver and an extended range of text sizes.
Magnifier:Announce Stairs, Find My Item, and Human Hand Pose point to systems that describe the environment, locate objects, and recognise hand poses.
Live Listen from the watch: direct controls, microphone levels visible, and an option to rewind 30 seconds for Live Listen—all from the Apple Watch.
Tilt to Scroll: scrolling by tilting, a way to navigate without touching the screen.
Elsewhere in the system, there are equally interesting pieces. CallKit points to a Push-to-Talk system, ConversationKit mentions Experimental_CallScreening_LiveActivity, and FinHealth brings together spending summaries, habits, and reverse lookups. In Mail, we find references to CatchUpHighlightsV2dated for winter 2025. In Podcasts, there are references to transcript translation, reading translated paragraphs aloud, and connected subscription settings. In CarPlay, there’s mention of the ability to enable the “Home Siri assistant cell,” and in visionOS there’s talk of sticker creation, with effects and emoji creation for much more expressive communication.
What to take from this leak and what it tells us about Apple’s strategy
We’re talking about internal code and feature flags that turn functions on and off, in a world where names change and schedules are constantly adjusted. Here, the most important part is the overall direction: sensors, AI, spatial audio, health, and productivity. It all fits with an Apple that focuses on giving us complete experiences rather than isolated features. We get more precise location, assistants with natural language, health tools with a multi-year vision, and financial services that simplify budgeting and payments.
With that, the ecosystem moves forward in a coordinated way, and every piece adds up so that iPhone, iPad, Mac, Apple Watch, and Vision Pro can give us more context and more ease of use. Dates like “spring 2026” or “WWDC 2026” give us some sense of timing—always subject to change—and the presence of health modules for 2027 lets us glimpse longer-range planning.
With this leak, we’re seeing an Apple that reinforces the best of its approach: integration, privacy, and features that genuinely make a difference. Turning complexity into simplicity, and evolving each device’s capabilities with an intelligence layer that becomes more and more useful.
Figuring out those big life questions really takes some deep thought, giving ourselves enough time, and just looking inward—which totally goes hand-in-hand with our natural curiosity. Since forever, we have always looked for answers outside ourselves. Whether it’s been in the stars, numbers, colors, or even the lines on our hands, we’ve searched high and low. The answers, however, come from within. Current tech can bring us closer to life queries, not to answer for us, but to help frame the questions and look at certain answers from other perspectives. This is where Ceerly comes in, a service where artificial intelligence meets spirituality.
Ceerly in a nutshell: the spiritually oriented AI that asks questions and sketches answers
Ceerly is presented to us as an AI-powered spiritual exploration platform that brings together tarot, horoscopes, birth charts, palm reading, soulmate sketches, numerology, dream interpretation, and more. We can use it in the browser at ceerly.com or download its app on iOS or Android. For free, we get access to card readings, horoscopes, love compatibility features, and other resources that, with the explanations and context of its AI, allow us to dive into this world without having to jump between different apps.
The interface is designed so that any of us, even if we have never touched a tarot deck in our lives, can start asking and exploring with great ease. Far from overwhelming us with too many options, Ceerly appears as a friendly and simple space where each reading shows up as a conversation, almost as if we were chatting with a friend.
Before going further with this analysis, it is worth clarifying a key point: Ceerly is a service oriented towards entertainment, self-knowledge, and personal reflection, with symbolic readings that do not have a medical, financial, or legal function. The service is for people over 18, and the platform itself, in its texts and notices, insists on this playful approach to intuition. This, more than anything else, helps us ask questions for which we ourselves will have to decide the answers.
A complete kit: tarot, soulmate, hands, dream interpretation, and stars
One of the most interesting aspects of Ceerly lies in how different traditions coexist within the service. We find tarot, astrology, palmistry, numerology, and even dream reading. Each tool gives us a different perspective on the same questions, from a unified interpretative framework.
Free tarot: exploring everyday decisions or big doubts
Tarot in Ceerly is conceived more as a window for self-exploration than as an oracle. In the free tarot reading we can access quick readings for everyday life as well as deeper readings and interpretations that turn the cards into little stories. The platform combines the classic meanings of the Rider–Waite tarot with its AI to offer us interpretations tailored to our questions.
We actually find several versions. In the Yes or No Tarot, we can throw out those binary questions that are going round and round in our heads and receive a card as an answer. We can then interpret it in a more affirmative key or a more cautious one. In the single-card reading, the platform suggests a much more concise message, ready to jot down on a sticky note, for example, and then develop and dwell on it searching for meaning and insight.
When we want more context, the 3 Card Tarot and the free love tarot reading approach our questions with the classic past–present–future spread or with layouts specialized in relationships. Here the AI relies on numerous cards at once to build a narrative in which we can look for answers.
In each reading, Ceerly invites us to clearly formulate a question. Once we do so, the AI unfolds the meaning of the cards we have drawn as symbolic stories. From here, we can extract and consider possibilities and nuances around the same question and, with that, move closer to an answer. An answer that, through our interpretation, can guide us, since by playing with these archetypes, we immerse our conscious mind in the depths of our subconscious to retrieve our truths.
Soulmate sketch: playing with the idea of the soulmate
One of the most curiosity-provoking features in Ceerly’s repertoire is the soulmate sketch. A drawing of a person’s soulmate generated by AI, accompanied by a short reading. We start by answering a short questionnaire about our date of birth, preferences, and relationship status. The platform builds a personalized portrait accompanied by a description of the meaning of certain features, compatibility with our answers, and scenarios in which we might meet this person.
Beyond the image, even if it may be the most eye-catching part, the potential of this tool to place us in front of our expectations is interesting. Seeing a face and reading the analysis is an unconventional but intriguing way to detect which qualities inspire us, what kind of personality attracts us, and what patterns we repeat in our relationships. In that sense, the soulmate drawing feature works more like a mirror that helps us clarify what we understand as the “ideal partner” and what we can cultivate in ourselves to move closer to that.
Palm and coffee reading: lines that say more than they seem to
The palm reading section brings us closer to classic palmistry. We upload a photo of our palm, and, from the image, the AI detects the main lines, such as life, heart or head, along with other important markings. Based on that, Ceerly talks to us about life tendencies, different ways of managing energy, an emotional style and how we handle changes.
We can read explanations about the depth or curvature of certain lines and how this may relate to the way a person shows up in work, love, or family life. Again, Ceerly’s focus is on reflection: the reading proposes possible strengths and also certain challenges so that we can confirm or discard, from different points of view, the idea we have of our own personal story.
Along the same lines, the coffee reading offered by Ceerly turns the shapes of the grounds in a photo into metaphors about opportunities and change. We can choose the area that interests us most, for example, work, travel, or relationships, and the AI shapes a narrative that uses the language of symbols to guide us into an exploration that goes beyond what is merely apparent.
Dreams, horoscopes, and birth charts: a different angle for personal exploration
The dream interpretation tool invites us to describe a dream and then decide the area we would like to explore: love, money, life purpose, or an overall view. From there, the AI rewrites the dream as a short story, analyzes the key symbols, and offers us an interpretative reading. Far from giving us rigid definitions or standard ideas of interpretation, Ceerly accompanies us towards self-understanding with questions like “Which part of you feels like this?”
In the astrological realm, Ceerly offers us daily, weekly, and monthly horoscopes together with a birth chart system that generates a map of planetary positions and a basic analysis of our Sun, Moon, and Ascendant. Along with interpretations that astrology derives from their interplay.
Alongside these two options, we find numerology. Here there are tools for calculating the life path number and a love match calculator that crosses names and dates of birth to suggest compatibility. As with the other tools, the AI focuses on giving us a symbolic language with which to construct a narrative that can help us have an honest conversation with ourselves.
How to integrate Ceerly into our personal path
The most interesting thing about the approach Ceerly proposes lies in the idea. Rather than seeing it as an online test or a platform where we can find answers, each reading, each card, and each text can serve us as a support point. This helps us organize our ideas, make more thoughtful decisions, and regain the feeling that we are moving through life at a more comfortable pace.
Ceerly combines its AI models with the traditional meanings of tarot, astrology, numerology, and palmistry to offer us answers that consider our question, our birth data, and the type of tool we have chosen. Far from giving us generic answers, the app aims to present us with more personalized narratives, always based on the symbolic languages that these disciplines have used for years. They have served as foundations for later reflection and self-discovery for generations.
The service itself clarifies in several places that the readings focus on relationships, career, personal growth, and spirituality, and that it specifically avoids sensitive topics such as life-or-death emergencies, medical diagnoses, legal disputes, or investments. The tools help us listen to ourselves and gain perspective while always leaving professional matters to qualified specialists.
With this in mind, Ceerly makes reflections effortless, even if we have never tried anything like it before.
We head to ceerly.com or install the Ceerly: Daily Astrology Tarot app from the App Store or Google Play, depending on the device we use.
We choose the tool that catches our attention at that moment: tarot, soulmate, palm reading, dreams, birth chart, etc.
We spend a few minutes formulating a sincere question, which we write directly into the field that appears on the screen.
We read the interpretation, paying attention to the phrase that resonates the most with our current moment.
If we wish, we note down in a notebook or notes app the date, the question, and the insight we take from the reading, for later meditation.
Turned into a habit, the practice of taking the necessary time to ask a question is, in itself, extremely useful. Then, reflecting after picking out the phrase or symbol that makes the most sense to us is a key practice. Beyond the background of tarot, astrology, or numerology, being able to meditate on a question from different points of view to reach our answer is probably the most productive way to grow and move forward.
Rather than pushing us to look for answers outside, the goal of Ceerly is to guide us to look within, but with an initial nudge or frame from the outside. A platform that becomes a quiet companion, offering us words, images, and metaphors just when it feels like the outer world is moving too fast. An external stimulus or message that makes it easier for us to access deeper layers of ourselves.
While artificial intelligence makes headlines with promises of greater productivity and higher efficiency, Ceerly offers us a totally different perspective: an AI oriented towards introspection, pause, symbolic reflection, and the realization that we are part of something larger.
Adobe Stock is a creative asset service with over 835 million items, including HD and 4K videos, photos, illustrations, vectors, music, templates, and 3D assets we can use in commercial projects. It’s a reference platform when we need the exact shot for our B-roll, a smooth transition for an edit, or a cutaway that completes the script we’re working on.
Within the platform —and focusing now on videos, the subject of this article— we find several categories that greatly speed up the search when we only have a general idea of what we’re looking for: 4K, loops, vertical, abstract backgrounds, green screen, countdowns, overlays, smoke, fire, or snow are just a few examples.
We also find curated collections and an “Editors’ Choice” section that highlights the latest resources with the strongest visual impact. This curation saves us hours of filtering and ensures aesthetic consistency throughout our timeline.
Adobe’s proposal focuses on commercial-use licenses with intellectual property indemnity of up to 10 000 USD, giving us the legal security we need when working on commercial campaigns. We can rely on the service guarantee and, very importantly, maintain full traceability of the materials we use.
Last but not least, the service’s Customize feature provides a layer of generative AI that allows us to quickly adjust color and framing or make slight variations even before downloading, ensuring the clip perfectly fits our project’s visual style.
Why We Should Use Adobe Stock
Too often, a full shoot isn’t viable, and here stock footage shortens production time, reduces costs, and, when used well, maintains quality standards. Instead of planning trips, requesting permits, and depending on the weather, we focus on a precise search for the material and, once found, download it directly into our timeline.
With stock content, we often have to adapt the narrative to the available material, instead of the material —as would happen if we filmed it ourselves— adapting to the narrative. Adobe’s already extensive catalog allows each concept and shot to have alternatives with different framings, durations, and speeds, giving us the flexibility to build rhythm and continuity while keeping visual variety within a single set of clips. If that is not enough, the service adds 500K new videos every month.
Beyond video, Adobe Stock also includes music, effects, and templates for After Effects and Premiere Pro, allowing us to support the edit in a much more complete way, within a single ecosystem and, most importantly, under a single license. But there’s more.
How It Integrates with Adobe Tools
The strongest advantage of Adobe Stock is, without a doubt, its integration with the rest of Adobe tools. Its native integration across Creative Cloud means we can search, preview, and license directly from Premiere Pro and After Effects in just a couple of clicks. That’s how easy it is to bring any clip, complete with metadata and references, straight into the project.
Photoshop, Illustrator, and InDesign also integrate with Adobe Stock and, although we’re focusing on its video capabilities here, it’s worth remembering that the same subscription covers images, vectors, and templates, which is key for creating thumbnails and graphics we can use in our production.
How to Use Adobe Stock Outside the Platform
Outside Creative Cloud, we can work with almost the same convenience, since we can download from the web in the formats that suit us and simply drag them into Final Cut Pro, DaVinci Resolve, CapCut, or virtually any editor. The service pays special attention to file naming, and its tagging system allows us to archive, version, and even share libraries with minimal extra management.
Adobe Stock Free Trial: Get Your First 4K Clip Free
For 30 days, Adobe Stock offers a free trial with 40 credits that let us download up to six full 4K clips. It’s an excellent way to test the platform while benefiting from its features from day one.
How do we get our first free 4K clip? Easy. We sign up for the trial, search for a 4K clip using the right filters, preview it, activate our license using the trial credits, and simply download the file.
Although it’s a trial, we get all the benefits of a standard license, so the free 4K clip is ready for commercial use and offers the same legal protection and indemnity as the paid subscription.
How to Make the Most of Adobe Stock for B-roll and Social Content
Now that we have content, let’s talk about how to make the most of it. For B-roll, it works well to choose a visual line —night city, macro nature, lifestyle— and download several variations on the same theme to maintain visual continuity while changing perspectives for smooth transitions.
On social platforms, vertical format is the standard, so clips we can filter as vertical and all loop collections are the ideal starting point for stories, Reels, and Shorts that require a professional finish. We can also add royalty-free music from the same subscription.
When we want to grab attention, lens flare overlays, grain, and glitch effects give a cinematic texture that stands out. Abstract backgrounds work perfectly for intros or outros, and we can enhance them with typography also available for download.
What Else Should We Know About Adobe Stock?
Finally, let’s address some key questions about Adobe Stock.
What exactly does an Adobe Stock subscription include?
With a subscription, we get access to standard high-resolution images, templates, 3D assets, standard music tracks, and HD video —plus rollover unused credits (max 480). Depending on the plan, we also enjoy extended licenses and access to premium content, all for commercial use.
What licenses are available and what are they for?
Downloads come with a standard commercial-use license for web, social, and apps, and when required, we can use the extended license for print materials and products intended for sale.
What is credit rollover and how does it work?
Some plans include credit rollover, which allows us to use unused credits later as long as our subscription remains active. The rollover limits depend on the chosen plan, but this lets us manage production peaks and avoid losing credits during slower periods.
What if we need more downloads in a specific month?
Besides the subscription, we can license additional assets as needed through credit packs, allowing us to keep our budget under control. If we need more we can upgrade to the new Unlimited plan witch have no credits, and no limits.
Can we use assets as a team?
Team plans allow all members to use and manage assets under centralized control. With proper permissions, Adobe Stock adapts easily to agencies and brands with multiple editors.
Adobe Stock Is Much More Than a Content Library
Adobe Stock, with a single subscription, offers us an extensive 4K content catalog, clear licensing, truly useful AI, and integration that lets us go from concept to production-ready timeline in just minutes.
When we want to streamline production without compromising quality, all we have to do is choose the right plan, download the first 4K clip with our free trial, and build our B-roll or social content knowing the material supports us every step of the way. A smooth workflow and, above all, one ready to grow with us.
In our company, security is not optional; it is a priority. Knowing that we keep our customers’ data safe while ensuring operational continuity is something we cannot overlook. That’s where NordLayer comes in: a network security solution that, with its three-pillar strategy, enables us to connect offices and subsidiaries and embrace remote work with the peace of mind that every session, every device, and every piece of data is protected under a layer of security.
NordLayer is an enterprise-grade network security platform that protects us on three fronts: with its cutting-edge business VPN, Zero Trust Network Access, and content filtering and endpoint protection. NordLayer’s modular approach creates a perimeter that we can classify by identity and context, allowing us to know what we cover and how. In environments where Mac, iPhone, Windows, Android, Linux devices, and browser extensions intermingle, NordLayer’s simplicity and power enable companies of any size, from small to large organizations, to improve their security posture with ease.
In fact, with great ease, because the entire suite offers toggle-ready protection: all we need to do is install the service and turn it on to benefit from its capabilities. From minute one, we will reduce our exposure to malware and phishing, and we cut internal risks with policies applied centrally. Less work for IT and better adoption by our users.
Add to this a guided rollout, an exceptionally clear control panel, and an architecture built to scale quickly, and what we have is a foundation on which we can standardize controls without interrupting business processes at any time.
Lastly, we must highlight that NordLayer is built on the technology, customer trust, and experience of NordVPN, which is evident in its performance and reliability. VPN tunnels, route optimization, and the NordLynx protocol are key components in achieving connectivity that can sustain real, at-scale workloads with peaks of up to 1 Gbps with ease.
Architecture ready to scale
NordLayer’s architecture is based on a system of identities, device postures, locations, and networks. Every connection enters a continuous verification framework that applies our policies according to who is accessing, from which device, to which resource, and in what context. This microsegmentation enables us to manage virtual private gateways and provides us with a Cloud Firewall (FWaaS) to separate environments and define exposure layers.
Updates, capacity scaling, and high availability are native to cloud services, freeing us from hardware-related tasks and maintenance windows, which is key when teams grow, change locations, or incorporate new workflows.
Client coverage spans Windows, macOS, Android, iOS, Linux, and it’s even available as a browser extension. With native apps, Always On VPN, and auto-connect options, what more could we ask for? The experience is consistent whether we connect from a laptop, a phone, or a browser.
Key use cases: NordLayer’s three pillars
NordLayer takes care of our security by leaning on three pillars: cutting-edge business VPN, Zero Trust Network Access, and threat protection. With these parts—clearly distinct yet well integrated—it can cover everything from connectivity for remote work to proactive incident prevention.
Cutting-edge business VPN for the best performance and control
NordLayer’s business VPN is one of the most interesting parts of the security platform when it comes to managing hybrid work. The NordLynx protocol ensures optimal performance, precisely routes traffic through split tunneling, and browser extensions simplify access. With this, we can use corporate apps knowing the traffic will follow paths aligned with our policies. Worth highlighting here are the IP allowlist, key for specific integrations, and the Site Connectors that build bridges between our sites and different clouds.
Always On VPN mode keeps protection active even when switching networks or transitioning to mobile access. With the auto-connect system and the network rules we can configure, each device will automatically follow the established policies. While security follows the user—not the other way around—centralized monitoring gives us visibility into any incident.
Zero Trust Network Access for verified access
NordLayer transforms our Zero Trust strategy into a system of continuous identity, device, location, and network verification. The system can enforce access decisions with surprising granularity and always without interrupting workflows. It features SCIM integration with directories like Entra ID or Okta, which is key to streamlining both provisioning and offboarding.
NordLayer’s Cloud Firewall enables us to segment traffic by application and apply rules according to context. We can roll out policies by groups, resources, and environments centrally, so device posture and compliance monitoring determine whether a device gains access or, conversely, is quarantined. Session expiry completes the framework to limit risk windows and meet our security and regulatory requirements.
Threat protection with proactive prevention
The last of NordLayer’s pillars lies in endpoint protection. Application blocker, DNS filtering, the Web Protection system, and Download Protection block malware, ransomware, and unsafe downloads before potential damage spreads. Its proactive behavior prevents escalations and maintains integrity across all devices. By acting both within the network and on the endpoint, the system is optimally positioned to block access to malicious domains, cut off known vectors, and later provide us with signals to improve our decisions.
For support or security teams, this prevention reduces tickets and, above all, response times. Category-based rules, allowlists, and blocklists can be edited with a few clicks, and their impact is reflected in the metrics quickly. Visibility into all events makes periodic reviews easier and supports a system of continuous learning and improvement within the IT team.
What makes NordLayer special: compliance, centralization, and integration
Beyond its feature suite, NordLayer stands out for the quality and capabilities it offers. Its infrastructure aligns with ISO 27001, passes SOC 2 Type 2 audits, complies with PCI-DSS, and meets the objectives of the HIPAA Security Rule thanks to ciphers like AES-256 and ChaCha20. This framework significantly simplifies audits, fosters customer trust, and accelerates verification processes with third parties.
From our centralized console, we can manage users, policies, and access, and generate reports on activity, devices, and events. Full traceability for later investigations and automated responses reduce manual tasks, providing the tools IT needs to fulfill its mission without being overwhelmed.
The system integrates with SSO, SCIM, and virtually all corporate tools without altering existing workflows, which is key for onboarding and maintaining the prior tech stack’s operational integrity. Its modular structure lets us activate different functions as we evolve while also keeping costs under control.
Plans and pricing designed to scale
NordLayer offers four subscription options that cater to a range of needs, from the most basic to large-scale rollouts. Each plan includes malware protection and a set of features that scale with the level of control and segmentation we want for our teams.
Plan Lite
Minium Users: 5
Monthly price (USD): 8.00 USD
Key features: Essential internet access security with basic internet threat prevention features, multi-platform apps
Guarantee & trials: 14-day money-back guarantee
Ideal for: SMBs that want security with ease
Plan Core
Minium Users: 5
Monthly price (USD): 11.00 USD
Key features: Essential internet access security with basic internet threat prevention features, multi-platform apps
Guarantee & trials: 14-day money-back guarantee
Ideal for: Growing teams with mixed needs
Plan Premium
Minium Users: 5
Monthly price (USD): 14.00 USD
Key features: Advanced internet access security and basic network access controls (NAC)
Lite puts secure internet access in our hands and offers basic threat prevention. Core adds advanced internet access controls and basic network access control features. It also enables the option to set up a Dedicated IP Server for 40 USD per month.
Premium raises the bar with access to granular segmentation and the ability to interconnect our sites and devices. It enables private gateways, the Cloud Firewall, and connectors between environments. Lastly, Enterprise is tailor-made for teams starting at 100 seats. This model offers a managed account, premium support, and technical guidance.
Black Friday: the ideal chance to improve security with a discount
Convinced to give NordLayer a try? Between November 3 and December 10, as new customers, we will enjoy a 28% discount on annual plans with the code BLACKLAYER-28. A more than interesting offer that also comes with a 14-day money-back policy, so the only options are that we end up happy with the trial or we decide to subscribe to the service that will protect our company.
All we have to do is start signing up on NordLayer’s website and apply the code during checkout. A modest financial boost, such as choosing a higher-tier plan or covering a larger number of licenses, can be crucial in maintaining security across our fleet and infrastructure.
Still thinking about it? Let’s clarify a few points
Let’s address the most frequently asked questions about deployment, licensing, security, performance, and support so that we can make an informed decision.
What sets NordLayer apart from a traditional VPN?
NordLayer doesn’t offer isolated features but a comprehensive approach to security. It combines a cutting-edge business VPN, Zero Trust Network access, and threat protection on a single platform. A VPN, as its name suggests, covers only one of NordLayer’s three protection pillars.
How does it fit hybrid teams?
Native apps for Mac, iOS, Windows, Android, Linux, and a browser extension ensure that, regardless of device, we are covered with Always On VPN, auto-connect, and maximum performance and speed.
What does Zero Trust imply day-to-day?
Continuous verification applies to identity as well as device, location, and network. Each access is determined based on its context, the use of MFA, device posture, session times, and segmentation. Teams work without noticing the security that keeps the infrastructure protected.
Why is a dedicated IP relevant in Core and Premium?
Specific integrations and corporate flows work best with static ranges. The Core and Premium plans require a dedicated IP at an additional $ 40 per month per server.
What initial rollout can we expect?
The go-live follows a very well-guided, straightforward path. Organization sign-up, team and policy configuration, and agent installation can be completed in minutes.
How does the 14-day guarantee work?
Direct purchase includes a period to assess the fit. For 14 days, we can validate performance, fine-tune rules, measure the impact on our productivity, and request a refund if we’re not satisfied with the results.
How does it integrate with identity and user management?
The platform connects to our directories. SSO, MFA, and SCIM let us enjoy centralized sign-in and automated provisioning and offboarding with Entra ID or Okta.
What visibility and control does the IT team get?
The console displays activity by user, device, and resource, along with configurable reports and dashboards, device posture alerts, and metrics designed for audits.
What support do we receive during and after deployment?
NordLayer supports us with expert guidance at all times. The technical support team is available 24/7 via chat and email with very low response times. If we prefer to research on our own, the documentation includes step-by-step guides to resolve questions and a set of best practices to start off right.
Ready to improve our company’s security?
Protecting a company today means accepting that we operate in hybrid environments, work on the move, manage data across multiple clouds, and use an ever-growing catalog of applications. In this context, NordLayer offers us a practical, scalable, and very well-executed way to watch over security. A single platform that connects, protects, detects, and responds in real time. The result is security that integrates as part of the company’s operations.
We can request a personalized demo or start our own trials with the 14-day money-back guarantee. The combination of a rollout in just minutes, always-available expert support, and the functions of Business VPN, Zero Trust, and threat protection can only leave us surprised.
Decided? We can access the peace of mind NordLayer offers by applying the code BLACKLAYER-28 to receive a 28% discount on any annual plan. Ready to improve our company’s security?