Garage coders

This blog focuses on Agentic workflow created during the workshop in creating an “IFC Compliance” checking app through different tools like Claude code, Cursor, Github, Gradio, Python and Js. The objective of creating this app was simple and straight to the eye, Create an app that can read the models and replace the conventional method … Read more

Robotics for Ecological Buildings: STRAW

This work investigates the structural potential of straw in its raw, unprocessed state — exploiting its natural wilderness and fibrous friction to build systems from its inherent properties. By coupling these material behaviors with robotic fabrication, the process becomes parameterized, enabling a vernacular material to be deployed within a precise and predictable architectural system. Introduction … Read more

Robotics for Ecological Buildings : CLAY

This work explores how clay can be used to introduce compression strength into flexible surfaces. By using robotics for controlled deposition, the process becomes parameterised, allowing a traditional material to be developed into a precise and predictable building system. Introduction This project proposes a system that transforms a flexible surface into a rigid, three-dimensional structure. … Read more

HB03: Data-Driven Towers for Human-Nature Coexistence

Explore HB03, a hyperbuilding developed through parametric design, structural engineering, and adaptive façade optimization. Discover a data-driven approach to sustainable vertical urbanism, daylight performance, and human-centric high-rise design. Introduction: Engineering the Skeleton of Vertical Urbanism In the Vertical Machine studio, architecture is treated as a dynamic urban organism rather than a static object. Within this … Read more

Digital to Physical: An Interview with Melike Altınışık on Bridging the Geometric Gap

In contemporary architecture, designing a visually stunning, non-standard building envelope is only half the battle. The true test lies in the translation: how do we ensure that the mathematical precision of a parametric model survives the chaotic reality of a construction site? This exact challenge is the driving force behind our ongoing research proposal at … Read more

Breaking the Desktop Barrier: A Real-Time Parametric Pavilion

In the traditional architectural workflow, parametric models are often “trapped” inside heavy desktop software like Rhino and Grasshopper. My latest project, the Parametric Brick Pavilion, aims to bridge this gap by moving high-level structural computation directly into a web-based interface. The Challenge: Accessibility in Complexity Parametric design is a powerful tool for iteration, but it … Read more

Automated workflow to extract KPIs from versioned models in Speckle

Automated Workflow for KPI Extraction from Versioned Models in Speckle Why KPI Tracking Breaks Down During Iterative Design In the current studio workflow, KPI extraction and performance evaluation depend on repeated manual operations across design iterations. This slows down feedback, introduces version mismatch risks, and disconnects analytical outputs from the model itself. This tool was … Read more

Nyara House – Prototype 2026

Case study of a 3D printed project Site Organization The site plan was developed to support a continuous and efficient design-to-production workflow, integrating material preparation, digital control, and on-site fabrication into a single coordinated system. The spatial organization follows a clear operational sequence, from raw material handling to final deposition, reducing unnecessary movement, interruptions, and … Read more

Parametric Engineering: Collaborate with Structural Data on the Cloud

Topic brief In the AEC industry, building analysis workflows often operate in isolated software environments, causing structural data to lose meaning once it leaves its original authoring tool. This study argues that the value of structural analysis depends not only on computational accuracy, but on the ability of its outputs to remain consistent as they … Read more

BIM in Ongoing Heritage Construction: The case of the Sagrada Família

Computational Workflows at the Sagrada Família The Sagrada Família in Barcelona is one of the most complex and long-running architectural projects in the world. Begun in 1882 and still under construction today, the basilica sits at the intersection of historical heritage, evolving design intent, and contemporary digital technology. To understand how digital tools support such … Read more

Fa(ça)de

Fa(ça)de explores robotic clay fabrication as a method for producing expressive, materially efficient façade modules. Starting from a 2D patterned surface, the project develops a parametric workflow that transforms mesh-based geometries into 3D printed clay elements with controlled relief, wave amplitude, and module rotation. Through iterative prototyping, the design responds to fabrication limits such as … Read more

Chill.Point

Inspirations Chill.Point is a lightweight timber and fabric pavilion designed for Plaça Universitat, creating a shaded urban pause within the city. Inspired by exposed timber frames and tensile scaffold structures, it combines structural clarity with soft, breathable enclosure. Using computational and parametric design tools, the pavilion responds to sun, wind, and pedestrian flow, optimizing geometry, … Read more