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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Many years ago (during my consulting days) I was working on a project for a small German airline that was trying to compete with Lufthansa on a few routes. We quickly discovered that the company was hemorrhaging cash despite having relatively full flights. A further bit of digging took us to their Frankfurt location that was in charge of collecting revenues from other airlines and global reservation systems. There we were assured that everything was just fine, but just as we were leaving we noticed a room that seemed to be virtually overflowing with paper tickets. While I have forgotten the exact details, the story went roughly like this: the electronic system that was supposed to be doing the interline and GDS settlement never got up and running and so they were processing tickets manually. But they had literally fallen a couple of months behind and so while revenues looked great, cash flow was abysmal.
Don’t be like that airline (which had to get an emergency line of credit just to keep operating). Make sure you have the systems in place to invoice your customers automatically, reliably and quickly. Otherwise you will fall behind badly in cash collection as you grow and your working capital needs will kill you. Many companies are so focused on their core service that they ignore the back office and/or assume billing is easy. It hardly ever is other than for the simplest credit card based monthly or one of fixed fee setups. For anything that is usage based things quickly get complicated. You need to be able to get the relevant data from your operational systems in a fully automated fashion (no re-entering ticket stubs!). You must be able to cope with price changes, different billing terms, credits and so on.
As with anything else in startups, don’t over-invest until you know you have a service that people want and are willing to pay for. But as soon as you know that get on top of the backoffice before your working capital needs get out of hand!
Many years ago (during my consulting days) I was working on a project for a small German airline that was trying to compete with Lufthansa on a few routes. We quickly discovered that the company was hemorrhaging cash despite having relatively full flights. A further bit of digging took us to their Frankfurt location that was in charge of collecting revenues from other airlines and global reservation systems. There we were assured that everything was just fine, but just as we were leaving we noticed a room that seemed to be virtually overflowing with paper tickets. While I have forgotten the exact details, the story went roughly like this: the electronic system that was supposed to be doing the interline and GDS settlement never got up and running and so they were processing tickets manually. But they had literally fallen a couple of months behind and so while revenues looked great, cash flow was abysmal.
Don’t be like that airline (which had to get an emergency line of credit just to keep operating). Make sure you have the systems in place to invoice your customers automatically, reliably and quickly. Otherwise you will fall behind badly in cash collection as you grow and your working capital needs will kill you. Many companies are so focused on their core service that they ignore the back office and/or assume billing is easy. It hardly ever is other than for the simplest credit card based monthly or one of fixed fee setups. For anything that is usage based things quickly get complicated. You need to be able to get the relevant data from your operational systems in a fully automated fashion (no re-entering ticket stubs!). You must be able to cope with price changes, different billing terms, credits and so on.
As with anything else in startups, don’t over-invest until you know you have a service that people want and are willing to pay for. But as soon as you know that get on top of the backoffice before your working capital needs get out of hand!
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