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AHC treated its first prototype house as a "sandbox," designing and building it one floor at a time. After assembling the first floor, they used the learnings to redesign the second, and again for the third. This sequential iteration within a single project dramatically accelerated process improvements, cutting assembly time by 70% from the first to third floor.
Instead of letting designers complete a holistic, end-to-end design, Dylan Field advises stopping them one-third of the way through. The team should then immediately build a prototype of that core component. Using this prototype reveals the 'physics' of the system, providing crucial learnings that will correctly guide the rest of the design.
Impulse Space accelerates development by being 'extremely vertically integrated.' Co-locating the machine shop, assembly areas, and a test area enables a tight 'build, assemble, test' loop, allowing the team to iterate on hardware designs with maximum speed.
American Housing Corporation applies first principles by defining the functional requirements of every home component (walls, floors) and designing the most efficient solution from scratch. This means questioning industry standards like wall studs and hand tools, leading to simpler, more manufacturable designs.
Simple design is fast and cheap, and it starts with minimal requirements. By aggressively questioning every single requirement, even those that seem obvious, engineering teams can often delete constraints or find opportunities to reuse existing solutions, radically simplifying the design and accelerating the production timeline.
American Housing Corp's first factory was built for flexibility to iterate on the product, not for automated efficiency. They believe automation is the final step, implemented only after a process is validated and de-risked manually. Trying to automate an unproven process is a common and costly mistake.
Boom Supersonic accelerates development by manufacturing its own parts. This shrinks the iteration cycle for a component like a turbine blade from 6-9 months (via an external supplier) to just 24 hours. This rapid feedback loop liberates engineers from "analysis paralysis" and allows them to move faster.
Product development's most valuable activity is iteration. The goal isn't to avoid failure, but to achieve it quickly and cheaply to maximize learning. A good failure uses the simplest possible prototype (e.g., duct tape and a 2x4) to answer a key question and inform the next step.
At American Housing Corp, engineers who design components also manufacture them in the factory and assemble them in the field. This forces them to experience the "pain" of their design decisions firsthand, creating a rapid, visceral feedback loop that leads to faster and more effective product improvements.
Anduril's R&D building houses machine shops, labs, and a 'dev test area' designed specifically to break products. By putting engineers across the parking lot from facilities that can rapidly prototype and test for failures (e.g., saltwater corrosion, vibration), they create an extremely tight feedback loop, speeding up iteration.
AHC rejects the "micro-factory" trend for a centralized "Gigafactory" model. This allows massive investment in automation and keeps engineers close to production for rapid iteration. To make this viable, their building components are designed to fit in standard shipping containers, enabling cost-effective national distribution.