Automation
3 posts tagged Automation.
Feb 25, 2026
From DOI to Markdown: A Two-Repo Pipeline for Faster Research
How DOI Paper Scraper and Papers-to-Markdown work together to convert academic papers into structured Markdown for better reading, search, and research productivity.
Research ProductivityWeb ScrapingOCR
4 min read
Dec 11, 2025
Scaling Education: A Strategy Pattern Approach to Grading at Scale
Deep dive into building a scalable autograder using Python, Java, and the Strategy Pattern. Learn how we can automate grading for hundreds of students using "Frankenstein" code stitching, dynamic rubrics, and local LLMs.
Education TechnologySoftware ArchitecturePython
7 min read
Oct 1, 2022
Uploading Files to GoFile.io From a GitHub Action
I built a GitHub Action that uploads any file from your CI/CD workflow to GoFile.io and hands you back a public URL plus QR code. Here's why GoFile, the API gotchas I hit, and the v3 rewrite when GoFile changed their API in late 2025.
GitHub ActionsCI/CDDevOps
5 min read
