<p>There are traps in the world of software development that can catch even experienced developers off guard. The talk will reveal the non-obvious aspects of using generated contracts between the server and the client, in particular, in the context of TypeScript and GraphQL. Join us to hear a story where developers face real challenges and temptations in the world of code. We'll see what consequences blind compliance with the conditions can lead to. And also we will try to find out "where is the Devil hiding in?".</p>

<p>Ever seen a code base where understanding a simple method meant jumping through tangled class hierarchies? We all have! And while "Favor composition over inheritance!" is almost as old as object-oriented programming, strictly avoiding all types of subclassing leads to verbose, un-Pythonic code. So, what to do?</p> <p>The discussion on composition vs. inheritance is so frustrating because far-reaching design decisions like this can only be made with the ecosystem in mind – and because there's more than one type of subclassing!</p> <p>Let's take a dogma-free stroll through the types of subclassing through a Pythonic lens and untangle some patterns and trade-offs together. By the end, you'll be more confident in deciding when subclassing will make your code more Pythonic and when composition will improve its clarity.</p>

<p>MLOps (Machine Learning Operations) is a recent buzzword, that trends a lot. Let's figure out together how maintaining applications with machine learning components is significantly different from maintaining applications without them.</p> <p>We will look into MLOps best practices and typical problems and their implementations/solutions in real world production.</p>

Create your personal pitch correctly (sales points, structure); understand, depending on the type of company, what managers want to hear about you at the interview; be able to package irrelevant or no experience; understand your strengths; create an example of a personal pitch