How to become Machine Learning Engineer

Summary To become a Machine Learning Engineer, one must go beyond just learning basic ML concepts, transformers, and LLMs. Building an end-to-end project requires a comprehensive understanding of the entire Machine Learning pipeline, including data preprocessing, model deployment, and system integration. This article aims to guide you through the process of building an end-to-end project … Read more

Web components – defer page rendering until after customElements.define() has been called to avoid FOUC

Summary The Flash of Unstyled Content (FOUC) problem occurs when using web components defined in ES6 modules, causing a brief flash of unstyled content before the custom element is rendered. This issue arises because modules are loaded with the defer attribute, which delays the execution of the script until the page has finished parsing. Root … Read more

Finding boxes in PDF file with Aspose.Pdf

Summary The problem at hand involves modifying an existing PDF file using Aspose.Pdf to find and manipulate non-input boxes within the document. The boxes are not part of the Forms collection, and each page’s Paragraphs collection is null, leaving the Contents collection as the potential source for accessing these boxes. Root Cause The root cause … Read more

What is this little square icon in the Jira description field?

Summary During routine usage of Jira’s description editor, an undocumented square UI icon was observed, presenting unexplained functionality. The mystery element showed visual state changes (black ↔︎ red lines) but provided no user-facing explanation, leading to confusion about its purpose and potential workflow implications. Root Cause Obscure, undocumented feature: The icon represents Jira’s experimental “Track … Read more

ava Has Modernized—But Verbosity Still Holds It Back

Summary The Java ecosystem has undergone significant modernization, thanks to its six-month release cycle, transforming it into a more modern and capable platform. However, verbosity and boilerplate code remain major concerns for developers, particularly when compared to other programming languages. This issue is evident in entity modeling using Spring Data or Micronaut Data with JPA, … Read more

TypeScript error: PrismaClient expects constructor options when using generated client

Summary The issue at hand is a TypeScript error that occurs when trying to instantiate a PrismaClient without providing the required constructor options. This error is encountered when following the official Prisma documentation to set up an Express + TypeScript project with PostgreSQL. Root Cause The root cause of this issue is that the PrismaClient … Read more

Issue with master/slave C# desktop app – connecting the master PC database via the slave PC and it shows 40 error?

Summary The issue at hand involves a master/slave C# desktop application where the slave PC is unable to connect to the master PC’s database, resulting in a 40 error. Despite attempts to resolve the issue by allowing the 1433 port, enabling all necessary connections, fixing the IP addresses for both master and slave PCs, turning … Read more

Disk Utility – Disk Images unable to reclaim space

Summary The issue at hand is related to disk images created by the CoreSimulator in Xcode, which are not being properly removed from the system, resulting in excessive disk space usage. The affected directory is /Library/Developer/CoreSimulator/Volumes/, and the user has attempted to delete the simulator volumes from Xcode, but the directories persist. Root Cause The … Read more

Dmenu shortcut(key-binding) is not working

Summary A user reported that dmenu launches correctly from the terminal but fails to execute when bound to a key combination in the XFCE desktop environment. This is a classic environment variable mismatch. The terminal session inherits the full user environment (including $PATH), while the global XFCE keyboard shortcuts context does not inherit the same … Read more

Getting the client component async error: how to rewrite this Next.js client component with useEffect?

Summary The error message “page is an async Client Component. Only Server Components can be async” occurs when trying to use async functionality in a client component. This is a common issue in Next.js applications, especially when using Sanity CMS. The problem arises from the fact that client components cannot be async, whereas server components … Read more