Practically no one understands software, so why should we expect anyone to understand the broader and in some ways more demanding subject of software evolution? But while rarely (as in, almost never) studied, thoughts about software evolution are often found lurking in the backs of people's minds, and pop out in the things they write. In biological evolution, putting aside nasty things like DNA and all the stuff it can and can't explain, there is a now-obvious pattern in the fossil record of how species have evolved. There is a clear progression from simple to complex, less capable to more... Continue reading

There is loads of talk about “innovation.” Lots of people want to do it, lots of people think they’re doing it, consultants run courses in how to be innovative, and large organizations claim to promote innovation and be innovative. The assumption behind most of this “innovation” talk is that a wonderful bright idea that will change the world (or at least your organization or startup) can pop into anyone’s head. It’s new! It’s brilliant! We’re going to win big with this great new idea! See this for example. When you study software evolution, you get an entirely different picture of... Continue reading

There is a general impression that software innovation in one of its many forms e.g. “Digital Transformation” is marching ahead full steam. There are courses, consultants, posters hanging in common spaces and newly-created Chief Innovation Officer positions. What’s new? What’s the latest in software? The reality is that there are large reservoirs of proven, tested and working software innovations ready to be rolled out, but these riches are kept behind the solid walls of dams, with armies of alert guardians ready to leap in and patch any holes through which these valuable innovations may start leaking into practice. Almost no... Continue reading

Facebook’s Libra faces the daunting task of pulling off the flawless world-wide launch sometime next year of a new cryptocurrency based on new code. In taking on this task, they are hoping to pull off a first in software history: a major body of new code that works out of the gate. I assess the odds of this working here. At the same time, they have upped the stakes by also introducing a brand-new smart contract framework based on a brand-new language. Good luck! Smart contracts are a way of extending and customizing a blockchain. Outsiders might imagine that the... Continue reading

There is a great deal of buzz about Facebook’s new cryptocurrency Libra. There is even a trickle of technical information about it surfacing. No one seems to be talking about the deep-seated technical reasons the new system will crash and burn. Sadly for Libra, there isn’t just one such fatal flaw! Here I’ll describe one of them. The core reasons that FB’s Libra will fail are: it’s a large body of new code new code is always riddled with bugs, no matter how hard the developers try Unlike the code big companies like FB are used to, bugs are really... Continue reading

There is strong interest in the latest developments in software. No one wants to be left behind. At the same time, there is a peculiar (to me) lack of interest in whatever the latest thing grew out of or evolved from. What are the new thing's predecessors? What did that thing grow out of. Have similar things appeared in the past? Are there patterns we can observe here, or are the new software things that explode onto the scene just a meaningless sequence of random events? Are they things that we obsess about while they're here without questioning or wondering... Continue reading

After many years of fighting against entrenched corporate interests, the FCC finally extended its regulatory authority to the internet, instituting the so-called "net neutrality" rule in 2015. Finally, the internet would remain free and open. Then a new administration came in, with new leadership at the FCC. There was a move to repeal the common-sense principle of "net neutrality!" Why would anyone think that letting giant corporations pick and choose what we can see on the internet was a good idea, making things they didn't like too expensive or simply blocked -- crazy! It's kind of like repealing the laws... Continue reading

If you want a cheap laugh, go to the Mount Sinai medical system website and hope they ask you to complete an opinion survey. It’s stupid and ridiculous, deserving lots of snark. But try not to think about what it means or the underlying reality, or you might get kinda depressed. Like I did, because I went to the website because I needed to get something done! I needed a phone number. Sounds simple, right? Until you understand I had already talked with someone at Mount Sinai, and that person gave me the wrong number. But I really needed the... Continue reading

Computer software is plagued by nightmares. The nightmares vary. Sometimes they are fundamentally sound ideas that are pursued in the wrong way, in the wrong circumstances or at the wrong time. Therefore they fail – but usually come back, sometimes with a different name or emphasis. Sometimes they’re just plain bad ideas, but sound good and are cleverly promoted, and sound like they may be relevant to solving widely acknowledged problems. Except they just don’t work. Sometimes these fundamentally bad ideas resurface, sometimes with a new name. Sometimes they’re a good idea for an extremely narrow problem that is wildly... Continue reading

Blockchain promoters and enthusiasts continue to blithely stroll along the yellow blockchain road to the golden city where immutable distributed ledgers make decades-long technology problems fade away, like the wicked witch. None them publicly acknowledges or seems to notice the hurricanes and earthquakes that are increasing in frequency and intensity. In total, hackers have stolen nearly $2 billion worth of cryptocurrency since the beginning of 2017, mostly from exchanges, and that’s just what has been revealed publicly. That’s no big deal, I guess. I describe these little security problems here and here. Someone who’s technically sophisticated could argue, following the... Continue reading

It’s easier by far to make a reservation at a restaurant than for a medical test. I guess having a meal at a restaurant is far more important than getting an MRI, given that the restaurant people have made the process simple and convenient and effective for all concerned. Getting a medical test must be rare and unimportant, since no one has bothered to make it work well. Sure. I guess that lie is more comfortable than the other possibility, which is that medical system administrators and software providers are too incompetent, lazy or unmotivated to make things moderately convenient... Continue reading

For a wide variety of human-understandable reasons, software is perceived as a science. In academia, it's taught in the Computer Science department, often part of the math department. What could be more precise and scientific than that? Whatever its pretensions, software is anything but scientific. It's mostly driven by fashions and fads, led by "experts" who promote theories that sound good when described -- but which entirely lack any form of scientific process, testing or evidence. Software diseases will continue to severely hamper our computer systems until we wake from our long, pre-scientific sleep. We will know we're making progress... Continue reading

When you are going to acquire or make a major investment in a company, it makes sense to perform due diligence. Not only does it make sense, it's a fiduciary responsibility! Due diligence on the company's financials are a no-brainer. Same thing with legal. Wouldn't want to be surprised by a landmine in one of the contracts, would you? If there is software involved, most people perform technical due diligence. In each case, you hire an expert who combs through the relevant portion of the company. The expert produces a report, at minimum highlighting any deficiencies. They're all pretty similar,... Continue reading

First there was Bitcoin, friend of criminals, speculators and tech geeks everywhere. It’s grown amazingly. Then there were alternatives to Bitcoin, often sharing much of the same code, but with different and incompatible tokens. One of those Bitcoin alternatives, Ethereum, introduced the concept of Smart Contracts, which I discuss here. Now, increasing attention is being paid to “blockchain,” said to be the foundation on which crypto-currencies like Bitcoin and Ethereum are built. Large corporations are taking up the charge, places like IBM and Microsoft, and leaders in various industries have projects going to prove out the technology. While the terminology... Continue reading

Chatbots for financial and other applications aren’t just a cool new thing. They’re a necessity! They solve the worsening problem of too many options to choose from on shrinking screens, with unhelpful help screens. Do you access your financial accounts online? If you do, perhaps you’ll remember that the first time you tried to do something, you had the fun of poring over the menu system to find what button to click, sometimes only to reach another screen full of buttons and menus. On the plus side, online financial systems let you get a lot done. On the minus side,... Continue reading

As I’ve described, cryptocurrency losses started long ago and have kept on mounting over the years. Most recently, the largest cryptocurrency exchange in Canada, QuadrigaCX, has experienced a little problem that has resulted in what appears to be a permanent loss of over $130 million for its many customers. The losses don’t seem to make any sense. My account is stored in a ledger that’s immutable – it can’t be changed because it’s locked down by unbreakable cryptography. It can’t be lost because the ledger is distributed, so even if a few computers are lost, there are still loads of... Continue reading

Bitcoin is an amazing technology. I admire it. The central idea of how to implement a virtual currency with no one in charge, but where the “bank vault” is nonetheless pretty safe, is clever, as I explained here. However, the second you take this clever idea and apply it to situations for which it was not designed, it quickly becomes ridiculous – inferior by factors of thousands compared to existing solutions. It’s as though you liked hiking and camping in a tent -- and went back to your home on your suburban block, knocked your house down, disconnected from electricity,... Continue reading

Smart contracts are all the rage in the blockchain world these days. They are the key feature that has pushed Ethereum to prominence. They’re everywhere! There are just a few little problems. They’re not smart. They’re not contracts. They’re rife with security issues. And they violate the core principles that are supposed to make blockchain wonderful. Other than that, they’re great! There is a huge amount of rhetoric and propaganda about what Smart Contracts are supposed to be. Here’s the reality: A smart contract is a software program. It’s written in one of a variety of mostly brand-new languages, chief... Continue reading

Nearly everyone professes to LOVE data. Just think about all the talk about Big Data, Data Lakes and the rest. Lies. Liars lying big LIES. Everyone says they like data ... until they get near it. Suddenly they develop fevers and rashes. They're allergic! Someone else will have to actually handle the data! Data, the foundation of AI, ML, Analytics All you have to do is get a job in one of these fancy subjects, and you quickly get hit with reality. When you were in school, you had wonderful exercises where you could develop your skills in deep learning,... Continue reading

There is a striking hierarchy of skills in software, as I've explained here. When you dive into any particular aspect of software, you usually find that it's got a hierarchy all its own. Data science is a subject of intense interest these days, so in this post I'll explain some of the basics of the data science skills hierarchy. A skills hierarchy is very much an insider's game. What most people care about is status. I talk about the basics of software status here. Remember, the skills hierarchy is a whole world away from the status hierarchy that most people... Continue reading

Software experts do NOT think about blood-letting. But ALL medical doctors thought about blood-letting and considered it a standard and necessary part of medical practice until well into the 1800's. They continued to weaken and kill patients with this destructive "therapy," even as the evidence against it piled high. The vast majority of software experts strongly resemble medical doctors from those earlier times. The evidence is overwhelming that the "cures" they promote make things worse, but since all the software doctors give nearly the same horrible advice, things continue. Blood-letting Blood-letting is now a thoroughly discredited practice. But it was... Continue reading

Apple’s had a rough time recently, with bugs, security problems and sales issues. The recent Facetime bug is particularly embarrassing. It’s made the news! There are stories about it all over. Apple is scrambling to fix the issue and end the pain and embarrassment, pronto. Blockchain has also had a rough time, with recent cavernous losses that extend a years-long pattern. Blockchain enthusiasts march on, seemingly oblivious to the intractable problems that cripple their beloved technology. So far as anyone can tell, no one is scrambling to fix the problems. Comparing the two situations is interesting and educational. The Apple... Continue reading

Insiders most like to describe Blockchain as Immutable Distributed Ledger technology. They love that it’s distributed, and a “ledger” rather than a database. But most of all, they seem to like that it’s “immutable.” To enthusiasts, this means that the unbreakable cryptography and other techno-nerd elements result in impregnable, hack-proof software. In a world filled with crappy software that’s thoroughly “mutable,” hackable, breakable and a smorgasbord of other criminal, consumer-hurting things, this is a wonderful thing. No wonder so many people and corporations are jumping on the Blockchain Bandwagon. The smell of FOMO (Fear Of Missing Out) fills the air.... Continue reading

There aren’t many true and surprising new things in software technology, in spite of all the gushing about new stuff. At the center of Bitcoin is a tech advance. Not a minor step forward. Not an enhancement fueled by faster chips. An amazing idea that is the engine that has fueled its explosive growth. It’s not something people talk much about, sadly. They should. The core of the idea is the miners that are the heart of the Bitcoin engine. If you’ve heard anything about Bitcoin, you’ve probably heard that it’s a crypto-currency. You’ve heard it’s totally secure because lots... Continue reading