We build with agentic AI every day at Shape. We're also reining it in. That probably sounds contradictory for a software agency with global clients and an AI pipeline that integrates with our Kanban board and drafts pull requests while we sleep. But it's where eighteen months of using these tools in production has landed us, and it's a position the wider UK technology sector needs to take seriously.

One question most clients have when investing in software for their business is who actually owns the code? This isn’t always a straightforward answer to this. Most apps combine different sources of code from custom areas, reusable components and third part libraries. Understanding these differences is key to understanding ownership of software.

Vibe coding promises a great future, the app you always wanted to build, but funds, time or knowledge wasn’t there. Well, now you can have a working app in just days with no coding experience needed, just a subscription to the latest AI tools. It all starts off so well, screens start taking shape, your changes are understood and implemented before your eyes. No need for a computer science degree, long nights tackling technical problems and browsing Stack Overflow, or reading documentation that would put you to sleep. But then the bugs started…

AI is no longer a theoretical discussion. It’s already embedded in day-to-day workflows across industries, often quietly supporting decisions, reducing friction, and giving professionals back the time they rarely have. What’s becoming increasingly clear, however, is that the value of AI doesn’t come from replacing people. It comes from supporting them.

We attended techUK’s “AI Vision to Value Conference: Delivering the UK’s AI Opportunities Action Plan”, an event focused less on AI hype and more on a harder question: how do we actually turn AI capability into real-world value?

We attended a set of GDS-led workshops exploring the emerging GDS Tech Stack and what it could mean for local authorities delivering modern, joined-up digital services.Across two sessions, From Principles to Practice: Service Standards for Better User Journeys and Data Focused Architecture for Joined Up Services, a consistent theme emerged:The intent of the Service Standard is strong, but the practical implementation across local government is still fragmented.

In developing software, we often work in different environments, which helps us separate out data and allows for testing away from live data used by customers. Separating environments also allows us to test more freely and do controlled releases of new features where some users can test out the feature, find any bugs, and give feedback before they are fully released. Environments are a combination of the data they have access to and the code being run.

We had the opportunity to attend the Home Office Digital Early Market Engagement on behalf of Shape. The session provided valuable insight into how the Home Office is approaching digital delivery and where it is seeking support from technology suppliers.The engagement covered five key areas:Business ArchitectureDevOpsUser-Centred Design (UCD)Product ManagementSecurity ArchitectureOur primary focus was on User-Centred Design and Product Management, as these are core areas where Shape specialises and where we believe we can add the most value.

"Can you just add a button?"It's one of the most common requests in software development. And on the surface, it sounds reasonable. A button is small. It's visible. It looks like it should take an hour or two.So when developers come back with an estimate of days or weeks, clients are sometimes shocked. The quote feels inflated. The timeline feels padded. Surely it can't be that complicated?But here's the thing: it usually is.

Shape recently had the privilege of attending the conference, listening to panels on Architectures, Threats and Trust and Building Resilience. What stood out wasn’t flashy new tooling, but how consistently the fundamentals came up, and how often organisations still get them wrong.

The government recently announced the Cyber Security and Resilience Bill. It's a significant step in how the UK protects its critical infrastructure. Water, energy, healthcare, IT networks. The systems we all rely on every day.The message from the National Cyber Security Centre is clear. The gap between the threats facing critical systems and our ability to defend them is widening. The time to act is now.

We’re proud to share that Shape.tech has officially joined techUK, the UK’s leading technology trade association representing companies across the digital economy — from early-stage startups and growing SMEs to established technology leaders.

It was once known for its shipping history and stunning bridges, and parts of the region are now seeing their identity change around technology, data, and innovation. Newcastle is emerging as a city for digital growth supported by expanding infrastructure, an increasingly skilled workforce, and rising demand for digital solutions.

For Flutter enthusiasts worldwide, 2025 was an exciting year, not just in the world of mobile development but for the Flutter ecosystem as a whole. As 2026 approaches, we at Shape take a look back at this year’s attention-grabbing releases and the roadmap for what comes next.

Flutter is known for blazing fast development, bringing your Minimum Valuable Products (MVP) to life in record time. From features such as hot reload to built-in accessibility, localisation and internationalisation, this open-source framework brings a variety of tools for a genuinely productive development experience

you’ve probably also had that statement. You know the one.“I’ve got a great app idea”. Sometimes, it’s someone’s cousin, insisting that they’re sitting on the next Facebook if only they could find someone to code it, but that doesn’t necessarily make it a bad idea. At Shape, telling us that you have an app idea makes us sit up and take notice.

State is the cornerstone of making your app and website dynamic and interactive. Holding the data that is fetched from the backend, whether a button is disabled or what text the user has typed, is all handled by the ‘state’. As apps scale, more screens are added, more data is added and this data is persisting between them, how can this complexity be managed?

Modern mobile apps are defined as much by their visual polish as their functionality. In Apple's new design language, introduced in iOS 26 and across all their latest operating systems (iPadOS 26, macOS Tahoe, watchOS 26, tvOS 26, visionOS 26), we have seen a controversial change to Liquid Glass.

At Shape, Domain Driven Design underpins how we think about building software. It’s more than an approach to building software, though. It’s a way of thinking about complex systems. That’s why when you meet with us to discuss your app ideas, long before we start talking about colour schemes and fonts, we need to understand the domain – the problem space which your app is going to serve.

Yet the challenge is how can you truly implement this in a project? New weekly packages, innovative methods and updated best practices emerge all stating they can accelerate your build process. What they fail to mention is that attempting to implement everything simultaneously and frequently results in confusion, needless revisions and no significant enhancement, in performance.

In software development, an SDK stands for a "Software development kit", so a mobile SDK is one of these kits designed specifically around mobile. An SDK is a collection of tools, libraries and other documentation and resources that can be used to help create applications. These resources might include debugging tools, compilers, or simulators.

It's hard to talk about technology these days without AI entering into the discussion, and mobile app development is no exception. From Apple intelligence on an operating system level to chatbots becoming a part of so many applications, it's hard to find large technology companies these days that are not trying to put AI into their products and services.

Sometimes, mobile development can feel a lot like rolling the dice. Every agency tells you something different, this is because there are plenty of viable options and agencies will suggest what they are more familiar with. However, the smart money might just be on Google’s frontend framework, Flutter.

By now, everyone has heard the rounds about AI, which improves productivity, saves time and automates repetitive tasks. But the question is, how do we leverage AI and use it effectively to achieve these things? Every week, there is a new AI tool to use, promising to elevate your workflow, leading you to believe you need a wide assortment of apps. From chatbots, content creation and writing assistants, all to accomplish each part of your business well. What they don’t tell you is that it leads to context switching, inconsistent results and tool fatigue.

We chose Flutter for our frontend framework of choice, and it is part of our preferred tech stack when we work on projects because our clients are SMEs, and they need to deliver more, deliver faster, and deliver well. Flutter offers SMEs the ability to deliver applications on multiple platforms, but only have to invest the time to develop one codebase that has a consistent user experience.

Data is a massive topic. Literally. Over 400 million terabytes of data are generated globally every single day. Sensor data from IoT (Internet of Things) devices, user-generated videos on platforms like Snapchat and TikTok, as well as enterprise data, all contribute to the vast quantities of data, and that number is only growing.