class: center, middle # Embrace the Change .meta[<p>Alexander Solovyov</p>] ??? Hey everyone, today we're going to talk about building change-resilient systems. --- # Change is the way - World is ever-changing - And businesses too! ??? Every business book or a course will tell you that the most important thing to optimize for is the speed of change that business can sustain. If you can't adapt to the world's changing needs faster than your competitors, compound interest of that difference will crush the business in a few years. --- # Main goal of the CTO - Writing good code? - Building great architecture? - Making others do that? A.k.a. building a team? ??? It's surprising, but I now think that while building a team, growing your system and nurturing good code is important, it's not the main goal of a good CTO. What is it though? Listen on! :) --- # How do I know? - CTO @ kasta.ua for 8 years - Full rewrite - Two complete business model changes - Total front-end turnaround ??? Kasta.ua is a leading fashion online marketplace in Ukraine and during my tenure we changed so much it's hard to even start describing that. Kasta is not the biggest player in Ukrainian ecommerce and so had to run fast to even survive and we did. Right now Kasta has culture and abilities to make changes extremely swiftly, thanks to our efforts. --- # Sources of change - Hard to predict - Technical - People and processes ??? If you want to build something to last, you can't predict what's going to change. Could be anything! The market can change, your perception of that market can change, your assumptions about user behavior could be wrong, a war could happen, like, anything! --- class: center, middle # Technical ??? We still can categorize concerns into technical and non-technical. --- # Data - Data is company's blood - Data layout = life's quality ??? I firmly believe in saying "Data is King". That's the foundation your system is standing on, practically the blood of the business. And if you're not paying attention to ways you store and work with the data, you're going to have a hard time adapting to change. --- class: center, middle <img src="img/4-mdp-bi.png"> ??? Just a small example, let's imagine we have this abomination as a part of our DB schema. I don't think I have enough time to explain this, but it took me three weeks to understand what is going on. You'll have to believe me what would a simpler version look like... --- class: center, middle <img src="img/5-sku.png"> ??? It's just that! Just a product, variation and an item in a basket. Obviously a schema like that can sustain much more damage. We transitioned from a flash sale to a general merchandise, and then to a marketplace - and both those transitions have changed company through and through, and our little schema held up well against changes. --- # Data - Love your data - Nurture its layout ??? Not always the change we've designed was the most efficient we could have done. But it takes time to see the problem clearly and you don't always have that time. So what we did? Obviously - we fixed our problems. Sometimes it took years to get layout into a satisfying state of simplicity and synchronize it clearly with business needs, but that state was good as a launchpad for further changes. --- # Architecture - Keep it simple - Complex solutions - slow to change ??? This one is obvious in my opinion, but skipping it is not an option. :-) When all you have is a single process, changes are really easy. When you decide to build that microservices architecture, suddenly all your mistakes become coded into a distributed network and that stuff is really resistant to change. Note: resistant, not resilient. --- # John Gall's law > A **complex** system that works is invariably found to have **evolved** from a **simple** system that works.<br> > The inverse proposition also appears to be true: A **complex** system designed **from scratch never works** and cannot be made to work. ??? So, John Gall said and everyone agrees that you can't create complex system from scratch. I want to add that simplifying existing system before critical changes could be much easier than changing complex system. --- # Tools - Programming language and runtime - The way you code - Indirection makes change harder - Modularization makes it easier - "Simple Made Easy" by Rich Hickey ??? Tools are really important. Programming community tends to discount that a little bit - like, "programming language does not matter", but this is obviously incredibly wrong. Building with dynamic languages is faster, fixing bugs in statically typed codebases is easier, some languages are more productive than others, ecosystems have different strong sides. When I was trying out Vespa, it took me an hour to speed up indexing to a 1000 documents per second, since I was using JVM for that. On the other hand, my brother had to write an extension in Rust to get to an acceptable speed, since getting over a 100 documents per second in Python was too hard. What would be easier to change if a need arises? Poor performance impacts your ability to build simple systems. It's not to say that your system will be easier if it's built in Rust, but there is certainly a spectrum you can choose from. Or let's take OOP. If you take Django and implement most of your logic in Model methods, you're going to get big hairy ball of mud as your architecture, closely tied to schema with limited ability to change. God bless you if you're using inheritance instead of interfaces. Just go watch Rich Hickey's talk "Simple made easy". --- # Backward Compatibility - Hinders change - Largely cultural - Not binary - Do not break without planning ??? I'm quite convinced that backward compatibility is utterly important. So, on one hand, if people are dependendent on results of your work, do not make them work more just because a new name for a database column is better than the previous name. On the other, sometimes you just need to do that. When business needs are changing a lot, learn to coordinate to migrate to a new APIs, to a new data layout, new data exchange patterns. It's a fine balance between creating additional work without the necessity and keeping your system simple, but you'll have to learn. For sure culture of breaking backward compatibility in a nice and controlled way is an important skill. --- # Summing it up - Care for data - Strive for simplicity - Efficient and effective tools - Culture of changes ??? To sum it up: data is your foundation, take care. Having a simple architecture gives you options. Better tools give better options still. And culture is important, as always, which leads us to... --- class: middle, center # People --- # Why are you CTO? - Leverage - Impact - Bringing ideas to life faster ??? Why are you CTO? To have more leverage, to deepen impact you can have, to bring ideas to life faster than you ever could do that yourself. -- ## .center[That's all done by other people!] --- # People are critical - Know them - Grow and educate them - Fire wrong people ??? This slide is kind of obvious, right? Well, even if obvious, caring is hard, so think about it a little. Knowing people means you can give the work they find more satisfying - and so are faster and more efficient, or having the better words for support, and finding a better and more efficient way to grow them... Make them feel appreciated and you won't have burnouts. Even if that means firing an underperformer. That one is still mind-blowing to me, but just firing wrong person can make a team twice as fast and twice as able. --- # Train with them to make changes - Increase level of change step by step - Grow until the team is not afraid of any changes - Push them! ??? When I just started working at Kasta, the team there did not track database migrations. The reason is simple - they never changed the database. And, among other problems, password restore page wasn't working: regexp for that url pattern was broken. So we started with fixes like that and implemented db migration tracking, then progressed to fix db schema and long-standing issues like overselling, and then in just a year we changed business model. On one hand, you can't just woke up one morning and do big changes with an inexperienced team. On the other, it's amazing how fast people are going to learn if you push them. And you should push them. Some are afraid of change, some hate being out of comfort zone, there are various reasons - but most people study faster and feel more accomplished if you push them. --- # So what's the main goal of the CTO - The goal is to build a resilient system - It's a team than can build fast with a quick resolve - And a codebase which is complex enough to support business, but simple enough to absorb changes --- class: middle, center # Thanks! solovyov.net t.me/bitethebyte