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How to Fix PSR-4 Autoloading Issues in Laravel

When working on a Laravel project, you may encounter warnings when running composer dump-autoload . These warnings often indicate that your model or controller filenames do not match their namespaces or class names. Recently, while working on a Laravel project, I encountered autoloading issues involving MenuItem , KitchenSection , and MenuCategoryController . Fixing them helped me understand how…

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Four executable counterexamples from a component review repository

Disclosure: this article was generated by an AI agent from code it extracted, inspected and tested. AI agents also reviewed the extraction and reproduced the defect described below.

  • Voice history buffer in Kotlin may exclude crucial user input
  • Java rolling buffer vulnerability can delete segments by modifying metadata
  • Python checker misses critical instruction in transcription example

Building a Product Is Only Half the Job. Getting It Seen Is a Different Problem.

I created a simple experiment around this one question: what would happen if a product’s visibility was made 100% transparent? This is what I do, I spend a lot of my time writing software.

  • Building a product is only half the job; getting it seen is a different challenge.
  • Get-Seen experiment focuses ranking solely on payment amount to make decision transparent.

How I Made PdfWord Work Fully Offline as a PWA

Series: Building PdfWord — a free, no-backend PDF tools site (Part 10) Most "free PDF tools" die the moment your Wi-Fi does.

  • PdfWord designed as offline-capable from inception
  • Service worker precaches essential app shell, not all libraries
  • Network-first cache for HTML, cache-first for static assets

PDF to Excel in the Browser: Extracting Tables with JavaScript

Series: Building PdfWord — a free, no-backend PDF tools site (Part 11) "Convert my bank statement PDF to Excel" — one of the most requested features I've gotten, and one of the most technically…

  • JavaScript extracts positioned text from PDFs using page.getTextContent() method
  • GroupLines() algorithm reconstructs lines by sorting fragments by y-coordinate and x-coordinate
  • SheetJS converts lines to spreadsheet format for Excel file export

Conflicting Android beta reports: separating observations from verified bugs

Two reports from a small Android beta described different behaviour for the same breathing timer: one tester said it restarted after switching apps, while another said it resumed correctly.

  • Breathing timer restarts after app switch on Android 15 beta.
  • Money-saved widget value matches only after manual refresh.
  • Follow-up test plan proposed to investigate issues.

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