Complexity Reduction: Why SpaceX’s Approach Matters Beyond Raptor Engines
The art of simplicity is a puzzle of complexity.
Douglas Horton

Understanding SpaceX’s Manufacturing Philosophy
It’s not too hard to see why SpaceX is leading the charge when it comes to furthering the exploration of space and reducing mass to orbit. While there has been extensive coverage on SpaceX’s unique testing campaign, insufficient attention has been paid to the industrial and manufacturing methodologies it employs to keep Starship production moving forward – namely his focus on complexity reduction.
Elon Musk himself has stated that Stage 0 was the hardest stage to produce, which includes the production systems that are continuously being iterated on as Starship evolves.
The Core Idea: Complexity Reduction
The fundamental concept driving SpaceX’s approach comes down to complexity management. The more complex a system is (defined by the number of parts/interactions or how difficult it is to understand), the harder it is to produce.
Increased complexity leads to:
- Higher likelihood of faults and flaws in production
- Greater chance of human error and poor decision-making
- More parts to track in supply chains vulnerable to demand inflation
- Increased probability of component failure
The Benefits of Simplification
What comes from making systems simpler? The advantages are numerous:
- Improved reliability
- Better manufacturability
- Easier maintenance
- Lower production costs
- Reduced waste
The question then becomes: if simplification offers so many benefits, why has it taken so long to implement?
Historical Context: The Space Shuttle Legacy
The Space Shuttle itself had over 1 million parts, all serving different but necessary systems. Many components were critical for astronaut safety, making it risky to eliminate parts without thorough testing. Safely removing complexity requires extensive validation.
Starship’s Approach to Complexity Reduction
Starship approaches complexity reduction differently than NASA could:
- Simplified Geometry: The body shape is much simpler, facilitating easier manufacturing.
- Material Selection: Constructed from stainless steel with a much higher melting temperature than the aluminum used in the shuttles.
- Standardized Components: Heat tiles don’t need to come in many different shapes as they did for the shuttle, thanks to Starship’s simpler body design.
- System Optimization: The grid fins on Super Heavy have been changed from hydraulic to electric, reducing waste while freeing up space on the booster for more fuel (remember the rocket equation).
Manufacturing Systems Evolution
The reduction in complexity extends beyond the rocket itself to include production systems, machines, and processes:
- We’ve witnessed tents being erected and dismantled, followed by the installation of the current star factory
- The high bay, wide bay, and tall bay all house specialized lifting equipment and turntables to aid welding and section assembly without requiring additional massive crawler cranes
- The Star factory layout is designed to facilitate production “flow,” enabling the ambitious goal of 1,000 Starships per year
The Remarkable Achievement of Raptor 3
After seeing photos of the new Raptor 3 engine, it becomes clear that the amount of testing and engineering involved to reduce parts, integrate systems, and boost output is a staggering feat—one that we should all appreciate.
Applying These Lessons in Complexity Reduction
Think about it this way: reducing processes at work and home enables more productivity and/or free time for you. Take a page out of SpaceX’s book and see if you can improve your own processes too!
The books in this piece are some of the many I have read to enrich and develop myself, check out my current reading list and recommendations at:
Or perhaps you would like to learn more? then I recommend my resources page:
There’s also my Engineer’s Log Book PDF download for £1.99!, get yours here:
Engineer’s Log Book PDF download
What are your thoughts? Have I covered everything or is there more you know and would like to share?
I’m always learning and improving this site and my blogs, so please feel free to get in touch with me via LinkedIn or this site to discuss any topics I have covered.
If you’re having trouble finding ways to progress check out this site filled with free learning tools: