Philosophy Mondays: Human-AI Collaboration
Today's Philosophy Monday is an important interlude. I want to reveal that I have not been writing the posts in this series entirely by myself. Instead I have been working with Claude, not just for the graphic illustrations, but also for the text. My method has been to write a rough draft and then ask Claude for improvement suggestions. I will expand this collaboration to other intelligences going forward, including open source models such as Llama and DeepSeek. I will also explore other moda...

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Web3/Crypto: Why Bother?
One thing that keeps surprising me is how quite a few people see absolutely nothing redeeming in web3 (née crypto). Maybe this is their genuine belief. Maybe it is a reaction to the extreme boosterism of some proponents who present web3 as bringing about a libertarian nirvana. From early on I have tried to provide a more rounded perspective, pointing to both the good and the bad that can come from it as in my talks at the Blockstack Summits. Today, however, I want to attempt to provide a coge...
Philosophy Mondays: Human-AI Collaboration
Today's Philosophy Monday is an important interlude. I want to reveal that I have not been writing the posts in this series entirely by myself. Instead I have been working with Claude, not just for the graphic illustrations, but also for the text. My method has been to write a rough draft and then ask Claude for improvement suggestions. I will expand this collaboration to other intelligences going forward, including open source models such as Llama and DeepSeek. I will also explore other moda...

Intent-based Collaboration Environments
AI Native IDEs for Code, Engineering, Science
Web3/Crypto: Why Bother?
One thing that keeps surprising me is how quite a few people see absolutely nothing redeeming in web3 (née crypto). Maybe this is their genuine belief. Maybe it is a reaction to the extreme boosterism of some proponents who present web3 as bringing about a libertarian nirvana. From early on I have tried to provide a more rounded perspective, pointing to both the good and the bad that can come from it as in my talks at the Blockstack Summits. Today, however, I want to attempt to provide a coge...
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Share Dialog
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Fred has been posting a wonderful series of MBA Mondays posts that I recommend to everyone who wants to know more about the business side of startups. If you come from the engineering side, it may also help to think about business using engineering principles. My favorite one is the idea of a “single binding constraint."
When the execution of a program runs into a hardware constraint, it tends to be a single binding constraint: the program is either CPU-bound, memory-bound or IO-bound but generally not two or three at the same time. The same tends to be true for organizations. At any particular point in the life of a startup, there is most likely a single binding constraint on growth. For most startups this is the lack of product-market fit. If you haven’t solved that, investing heavily in a sales force is the equivalent of adding RAM when your program is CPU-bound.
Once you have cracked one binding constraint a new one is likely to emerge. For instance, with product-market fit in place, your single binding constraint might shift to sales, or to engineering or to customer support. A key job of the founder/CEO/board is to identify the single binding constraint for the startup at any given time and focus on overcoming it. I have found this way of thinking to be incredibly powerful. There tends to be so much going on in a startup that it is all too easy to want to attack many different constraints all at once. At that point it is critical to remind oneself that only one of those constraints is likely to be binding, in the sense that it is truly impeding growth.

Fred has been posting a wonderful series of MBA Mondays posts that I recommend to everyone who wants to know more about the business side of startups. If you come from the engineering side, it may also help to think about business using engineering principles. My favorite one is the idea of a “single binding constraint."
When the execution of a program runs into a hardware constraint, it tends to be a single binding constraint: the program is either CPU-bound, memory-bound or IO-bound but generally not two or three at the same time. The same tends to be true for organizations. At any particular point in the life of a startup, there is most likely a single binding constraint on growth. For most startups this is the lack of product-market fit. If you haven’t solved that, investing heavily in a sales force is the equivalent of adding RAM when your program is CPU-bound.
Once you have cracked one binding constraint a new one is likely to emerge. For instance, with product-market fit in place, your single binding constraint might shift to sales, or to engineering or to customer support. A key job of the founder/CEO/board is to identify the single binding constraint for the startup at any given time and focus on overcoming it. I have found this way of thinking to be incredibly powerful. There tends to be so much going on in a startup that it is all too easy to want to attack many different constraints all at once. At that point it is critical to remind oneself that only one of those constraints is likely to be binding, in the sense that it is truly impeding growth.

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