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I built a daily debugging puzzle to stop getting rusty

I kept noticing I was faster at writing new code than at finding bugs in code I already had. That skill atrophies if you only ship features. So I built a small daily practice: a broken snippet, one bug, fix it. New challenge every day. Python, JavaScript, and TypeScript, beginner through advanced. The loop is simple. Open the challenge, read the code, reproduce the failure, patch it. No…

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I Built a Free, All-in-One Image Tool Because I Was Tired of Ad-Ridden Web Converters

The problem If you've ever needed to quickly edit, convert, or compress an image, you know the drill: open a website, dodge three ads, upload your file, wait, download, and hope it didn't watermark…

  • APIC is a free, local-first desktop app for image processing
  • Features include editing, converting, compressing, searching, and batch processing
  • Developed with Python 3 and PyQt6 for fast, native performance

A static analysis rule written from a spec is a hypothesis

Last week I shipped a tool that predicts which ComfyUI custom nodes will break on your next git pull . It answered one question: does every name a pack imports still exist upstream?

  • ComfyUI tool predicts node pack breakage after latest changes
  • Static analysis rule identifies ImportError errors in packs
  • Tool adds commit/PR/release info to issues, not just bug detection

Stop OCRing Every PDF: Route It First with pdf-inspector

OCR is often the most expensive and slowest step in a document-ingestion pipeline. The frustrating part is that many PDFs already contain usable text, yet a naive pipeline sends every document through…

  • pdfinspector classifies PDFs as TextBased, Scanned ImageBased, or Mixed.
  • The tool extracts native text locally when available, routing only pages needing OCR.
  • pdfinspector outputs Markdown for search indexing and LLM/RAG pipelines.

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