Code-Driven Building Evolution

Building design
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Minimalist white concrete building bathed in natural light, photographed by Leandro Fregoni

Code-driven building evolution—it sounds like startup jargon, but it has long been a stark reality for architects, developers, and building owners. The question is no longer whether algorithms and data streams will shape the built environment, but when they will turn the entire framework of architecture upside down. Welcome to the age in which buildings are not just planned, but programmed. And the industry? It hesitates, it experiments, it struggles—and yet it cannot afford to ignore this upheaval.

  • This article examines the current development of code-driven architecture in Germany, Austria, and Switzerland.
  • It shows how digital tools, AI, and automation are transforming the design, planning, and construction processes.
  • It analyzes the most important innovations, from parametric design to building operating systems.
  • It highlights the enormous potential for sustainability and the new challenges.
  • It explains what technical expertise architects and engineers need now.
  • It discusses the impact of this development on the professional role and power dynamics.
  • He takes a critical look at risks: commercialization, loss of control, and ethical gray areas.
  • He situates the DACH region within the global discourse between Silicon Valley and Shenzhen.
  • He outlines visions of how code-driven buildings could shape the city of tomorrow—if we let them.

From CAD to Code: How Algorithms Are Taking Over Architecture

Gone are the days when a building design was created with sketch paper, a pencil, and plenty of coffee. Anyone working as a designer in Germany, Austria, or Switzerland today faces a new reality: parametric design software, AI-based optimization tools, automated code compliance checks, and generative design methods are reshaping the landscape. The computer is no longer just a tool, but a co-creator—or, to put it more cynically, the better architect. What was considered a nerdy niche topic in the academic ivory tower just a few years ago is now standard practice. Large firms have long relied on Rhino, Grasshopper, Dynamo, Revit APIs, and Python scripts to manage complex geometries, sustainable material use, and energy flows. Switzerland has traditionally been at the forefront here; Zurich and Lausanne are hotspots of digital building culture. But Vienna and Munich are catching up as well, investing in BIM infrastructure and research projects on digitalization in the built environment.

Yet as the complexity of digital tools grows, so does the pressure on the industry. It’s no longer enough to deliver pretty renderings or have a basic grasp of 3D—what’s needed now is algorithmic thinking, data literacy, and an understanding of software architectures. The new reality: Those who don’t understand the rules of the code will be left behind by their own planning. This applies not only to the design phase but to the entire value chain. Automated mass evaluations, generative variant creation, AI-supported urban planning, and digital review processes are no longer a thing of the future. They are part of everyday life—at least where people dare to embrace them.

The consequences are far-reaching. Today, buildings are created from datasets, not from construction plans. The interface between architecture and software is becoming the bottleneck of innovation. And architecture? It is losing some of its former autonomy—and gaining new possibilities in the process. The nature of the profession is shifting, and the question of power is being reframed: Who actually controls the code? The architect, the software provider, or the client? The answers are often vague.

But progress cannot be stopped. The major international players—from BIG in Copenhagen to Zaha Hadid in London—have long relied on massive computing power, AI-supported design processes, and automated planning tools. Anyone who wants to compete on the international stage must deliver. The DACH region is on its way, but still far from reaching its goal. Fragmented software landscapes, cumbersome bidding processes, and a lack of standards are slowing down the momentum. But the momentum is there—and those who miss the boat will be left behind.

All of this sounds like science fiction, but it has long been reality. The question is no longer whether code is changing architecture, but how quickly and how radically. The industry stands at a crossroads: get involved, help shape the future—or watch as others set the standards. Anyone who doesn’t understand how to program buildings today will be excluded from the planning process tomorrow. That’s how simple—and how brutal—the new equation is.

Buildings as Software: From BIM to Building Operating System

BIM is a thing of the past; now comes the next evolutionary step: buildings are becoming software platforms. That sounds like a startup pitch, but it’s the harsh reality for designers, building owners, and operators. The digital twin is no longer just a static 3D model on a computer, but a dynamic, adaptive system that maps the building’s actual performance in real time. Sensors, IoT devices, energy and climate control systems, user interactions—everything becomes a data point, and everything is interconnected. The result: buildings can no longer just be built, but also controlled, optimized, and updated. Code becomes the DNA of architecture.

It’s no coincidence that the pioneers are based in Zurich, Vienna, or Munich. This is where the first true Building Operating Systems are emerging: platforms that consolidate energy flows, indoor climate, user traffic, and maintenance intervals into a single centralized system. Buildings are becoming cyber-physical organisms that react to changes, optimize themselves, report errors, and conserve resources. The technical complexity is enormous—but so is the potential. Instead of static structures, adaptive, versatile systems are emerging that communicate with their environment. Those who master this can build and operate not only more sustainably but also more economically.

But the path to a code-driven building world is rocky. The integration of sensors, software, and the building envelope requires new expertise—from architecture to building services engineering to IT. Interfaces must be created, data standards agreed upon, and security issues resolved. Many firms and companies are overwhelmed by this, and education is lagging behind. Anyone looking for a Building Operating System architect today is often searching in vain. But demand is growing—and with it, the pressure on universities and continuing education providers.

Nevertheless, the advantages are clear. An intelligent, data-driven building can optimize energy consumption, indoor climate, and user comfort in real time, detect faults early, and reduce CO₂ emissions—thereby improving not only operating costs but also its environmental footprint. The integration of architecture, software development, and sustainability management is not a “nice-to-have” but a must. Those who do not master the code lose control over their own work. And that is nothing less than a revolution in the construction industry.

Internationally, this development has long been gaining momentum. In the U.S., Scandinavia, and Asia, smart buildings are emerging that serve as platforms for new business models—from predictive maintenance to data-driven leasing models. The DACH region is open-minded but cautious. Regulatory requirements are high, debates over data protection are heated, and investment pressure is enormous. Nevertheless, this transformation is unstoppable. Those who build the right skills now will be ahead of the curve tomorrow.

Code and Sustainability: How Algorithms Shape the Carbon Footprint

Sustainability is the great promise of the code-driven building world—and at the same time, its greatest test. After all, algorithms and data streams are only as good as the goals set for them. Those who program for CO₂ optimization, circularity, and resource efficiency can achieve enormous progress with digital tools. Simulation-based design processes, automated material analyses, life-cycle assessments, and digital maintenance concepts make buildings not only more efficient but also more transparent. The designer becomes a data manager, and the building owner becomes the operator of an energy-smart system.

But the devil is in the details. Many sustainability promises remain empty shells if data quality is lacking, models fall short, or economic incentives are missing. In the DACH region, skepticism runs high: greenwashing through pretty dashboards, opaque algorithms, and a lack of certification standards. It’s simply not enough to cram a building full of sensors and generate a few charts. Sustainability requires robust, verifiable data, transparent models, and clear goals. Otherwise, the code remains nothing more than a gimmick.

Nevertheless, the potential is enormous. Digital tools enable the precise control of energy flows, the integration of renewable energy, smart load management, predictive maintenance, and the reduction of consumption peaks. Circular economy, recycling, and dismantling become planable when they are incorporated into the design early on. Architecture can move away from single-use and become a resilient, adaptable system. This is no longer a vision of the future, but a reality—at least where there is the courage to experiment.

But here, too, the same principle applies: technology alone does not solve problems. It requires interdisciplinary thinking, new models of cooperation, and the willingness to question traditional processes. The architect must become a data analyst, the building owner an innovation manager, and the operator a systems integrator. Education is on the verge of a radical shift, and professional associations must follow suit. Anyone serious about sustainability cannot ignore the code-driven evolution of buildings. But the industry is struggling—caught between high expectations, overwhelming demands, and digital skepticism.

From a global perspective, the race is wide open. While data-driven sustainability concepts are already standard in Asia and North America, the DACH region is grappling with bureaucracy, data protection, and special interests. But the pressure to act is growing; climate goals are ambitious, and resources are scarce. The code is not a panacea, but it is a powerful tool—if used correctly. Those who invest now will reap double the benefits: both ecological and economic.

Criticism, Risks, Visions: Who Owns the City’s Code?

With the new power of algorithms, the old questions resurface: Who actually owns the code? Who controls the data, who manages the processes, who decides on the goals? The digitization of architecture is not purely a technical issue, but a question of power. Software providers, platform operators, building owners, government agencies—everyone wants a piece of the pie. The danger: architecture becomes a black box, and the code becomes the currency of control. Those who don’t understand the software lose sovereignty over their own work. And that’s not just a technical problem, but a political one as well.

The debates are heated: the commercialization of building data, algorithmic distortions, technocratic bias, and a lack of transparency in decision-making processes. Anyone planning a smart building today must ask themselves: Is the code open or proprietary, traceable or inscrutable, democratic or exclusive? The DACH region is grappling with data protection, IT security, and governance issues—and risks getting lost in the thicket of regulation. But without clear rules, code-driven evolution remains a risk for all involved.

At the same time, code offers unprecedented opportunities for participation, transparency, and innovation. Open platforms, open-source models, and collaborative development environments can democratize control over the built environment. Users, operators, planners, and authorities can work together on the further development of buildings—in real time, in a traceable and adaptable manner. If architecture views code not as a threat but as an opportunity, it can move from the defensive to the offensive.

There is no shortage of visionary ideas: buildings that adapt to the needs of their users, cities that optimize their infrastructure in real time, and neighborhoods that become more resilient and livable through AI and data models. But the road ahead is rocky. It requires the courage to experiment, investment in education, clear legal frameworks, and a new culture of openness. The DACH region is on the right track—but it must not fall behind. Those who set the course now will shape the city of tomorrow.

In the global discourse, code-driven building evolution has long been a battleground of competing interests. Silicon Valley focuses on radical innovation, Shenzhen on massive scaling, and Europe on regulation and standards. The DACH countries have the opportunity to forge their own sustainable path—if they can succeed in combining technology, ethics, and public participation. Code is the new foundation—but whether better architecture will grow from it remains to be seen.

Conclusion: Those who don’t code today will only be building backdrops tomorrow

Code-driven building evolution is not hype, but reality. It is profoundly transforming architecture, construction, and urban development. Those who understand this transformation, shape it, and keep an eye on the risks can shape the future of the industry. Those who hesitate will be overwhelmed by algorithms, platforms, and new players. The nature of the profession is changing, power dynamics are shifting, and opportunities and challenges are growing. The DACH region has everything it needs to be a front-runner—but the path is steep, and the obstacles are significant. One thing is clear: Those who do not master the code of buildings today will, tomorrow, be building nothing more than backdrops for others’ simulations. The true architecture of the future emerges from the interplay of design, data, and algorithms—and it is anything but boring.

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Discovery of Rembrandt’s “Night Watch”

Building design
Amsterdam

Amsterdam

The team of restorers at the Rijksmuseum in Amsterdam made a sensational discovery. With the help of computer technology, a previously hidden sketch was found on the primed canvas of Rembrandt’s “Night Watch”, the most famous painting in the collection: A sketch that provides a precise insight into the history of the work’s creation For two and a half years now, a research team of 30 restorers has been busy […].

The team of restorers at the Rijksmuseum in Amsterdam made a sensational discovery. With the help of computer technology, a previously hidden sketch was found on the primed canvas of Rembrandt’s “Night Watch”, the most famous painting in the collection: A sketch that provides a precise insight into the genesis of the work

For two and a half years now, a research team of 30 restorers has been meticulously examining the world-famous painting using imaging techniques and computer technology. Museum visitors can look over their shoulders as they work in a glass box. “The Night Watch” belongs to the city of Amsterdam and has been part of the Rijksmuseum collection since 1808. Frans Banninck Cocq, the mayor and captain of the Citizen’s Guard of Amsterdam, commissioned the group portrait of officers and marksmen, which was completed in 1662.

“The discovery of the sketch is a breakthrough,” emphasizes Taco Dibbits, Director of the Rijksmuseum in Amsterdam. Researchers have long suspected that Rembrandt began his complex composition with a sketch – directly on the brown primed canvas. Later, he only made minor changes. For example, he painted over the feathers originally intended for the helmet of the militiaman Claes van Cruijsbergen. Scans also revealed that Rembrandt altered the position of Rombout Kemp’s legs. Originally, a larger number of spears were also intended in the upper right part of the work.

Looking at Rembrandt with different eyes

“Each new detail gives us further insight into Rembrandt’s creative process, his original idea, his thought processes and his material and artistic choices,” said Petria Noble, head of painting conservation. She is delighted that the varnish on the painting is still in excellent condition. However, some not-so-pleasing discoveries also came to light during the examinations. For example, a series of waves that developed across the painting after it was moved during an earlier renovation in 2003.

It will now be removed from the frame for three months and straightened. The depiction of the dog is also marked by decay. The research team had attributed its discoloration to the fact that the paint was decomposing. Instead, they have now discovered that the wear and tear in this part of the painting has led to greater exposure of the newly discovered bright sketch. “All these discoveries make us look at Rembrandt’s paintings with different eyes,” added Noble. “We now know what to look for.”

Reading tip: “Operation Night Watch” is the title of an ambitious project. In July 2019, a team of restorers began researching and restoring Rembrandt’s “Night Watch”. The artwork, one of the centerpieces of the Amsterdam Rijksmuseum, is to be secured for the future. Read more here.

Scenes from the Cimetière Saint-Pierre in Marseille

Building design

STEIN presents a photo gallery featuring historic tombs from France’s third-largest cemetery.

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Saint-Pierre has plenty of sculptures like these to offer. Photo: Anne Fischer
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Local limestone is the primary material used for most of the tombstones. Photo: Anne Fischer
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And depending on the section of the cemetery, they can be quite impressive. Photo: Anne Fischer
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A stone picture frame as a grave ornament. Photo: Anne Fischer
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In the background, a touch of modernity—in the form of large urn fields. Photo: Anne Fischer
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Even a hundred years ago, there were already off-the-shelf products—just on a mausoleum scale. Photo: Anne Fischer
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The ravages of time take their toll; the administration cannot preserve all the gravestones. Photo: Anne Fischer
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A mausoleum door clad in natural stone. Photo: Anne Fischer
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The historic gravestones are mostly found on pine-covered hills. Photo: Anne Fischer
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A flagship project, certainly even at the time of its creation. Photo: Anne Fischer

The mausoleums are falling into disrepair, while the urn fields are expanding

The Cimetière Saint-Pierre is one of the newer cemeteries of its kind: it was established in 1855 and officially inaugurated eight years later. Previously, the people of Marseille buried their loved ones in smaller parish, monastery, or hospital cemeteries—or at the central Saint-Charles Cemetery. Located in the city center, the latter quickly ran out of space and was permanently closed in 1876. Saint-Pierre replaced it, covering an area of 63 hectares.

At first glance, this seems overwhelming. But visitors quickly find their bearings by following the greenery: wherever pine trees grow on small slopes, they are sure to find the historic burial sites. Dozens of renowned French entrepreneurs and artists—including painters, sculptors, and singers—are buried here. Among them is the composer Vincent Scotto. He wished for the following epitaph: “All my life I have composed; today I am decaying.” However, it never came to pass—Scotto’s wife deemed this final wish inappropriate.

Saint-Pierre stands as a striking testament to the changing funeral culture in our neighboring country as well. Extraordinary—and above all, an extraordinary number of—mausoleums, sculptures, and funerary monuments commemorate the cemetery’s heyday—even if some of them are now aging and falling into disrepair in a regrettable state. Huge urn burial grounds down the hillside serve as their modern counterpart.

In total, around 150 employees now work at the cemetery, which contains 100,000 graves. Unusual to German eyes are the cars that, while not numerous, do pass through regularly. Saint-Pierre has a road network totaling 15 kilometers. In Marseille, too, the city administration is working to find solutions for the changing face of cemeteries. Among other initiatives, it has launched grave sponsorship programs and is attempting to catalog as many of the graves as possible in an online database. There is an interactive terminal at the cemetery (and also at the 20 others scattered throughout the city). Interested visitors can use it to search for the graves of famous people—or to find that of a relative on the vast grounds.


The editorial team will continue the series “Impressions from the Cemetery” at irregular intervals—and welcomes suggestions and requests via email to redaktion@stein-magazin.de