Urgent.News

What's breaking now, across thousands of outlets.

Tech

Slothsort

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built My Downloads folder had 500+ files. Half of them were named things like scan0042.txt, doc1.txt, thing.md. I had no idea what was inside without opening each one. So I built Slothsort — a tool that runs a local AI model on your laptop, reads your files, and sorts them into clean folders like…

Slothsort is an open-source AI tool developed to help users sort their files more efficiently and accurately. Facing a cluttered Downloads folder with over 500 files named in a confusing manner, the creator built Slothsort to run a local AI model on their laptop, read the files, and sort them into clean folders like Finance, Career, Code, and Study.

The tool also renames files to make more sense. The tool works by dropping files into the watched folder, clicking the Scan Directory button, and then reviewing and approving or skipping the proposed moves. Every move is logged, and each move is undoable. Slothsort is built with Python and FastAPI for the backend, SQLite for storing move history, and vanilla HTML/CSS/JS for the frontend.

It uses Google Gemma 2 (2B) running locally through Ollama for content analysis, achieving an 81% accuracy rate in sorting files, compared to 67% accuracy with extension + keyword rules. This AI tool prioritizes privacy, as it processes personal files locally on the user's machine without sending them to third-party APIs or requiring an internet connection.

Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.

Read the original at dev.to →

More in Tech

Product Demo Captions: Review the Words and the Interface Together

Review product demo captions against both the final audio and the interface before sharing the clip in public. Check names, negation, timing and the controls hidden by the text.

  • Review captions alongside audio and visuals
  • Ensure accurate representation of spoken words and actions
  • Maintain consistency in terminology and sample content

I Taught a Sloth to Write Its Own Chores (Then Put It in a Cage)

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built Sloth is a single Python file that does file chores from one sentence.

  • Python program Sloth automates file management tasks
  • Uses local open-weight model Ollama without cloud costs
  • User describes chores in English, Sloth generates scripts

title: CouchPilot: Autonomous Repository Housekeeping with Guaranteed AST Equivalence

What We Built Most AI coding assistants operate with unconstrained blast radiuses: when asked to document or format code, they rewrite entire functions, subtly change control flow, introduce…

  • CouchPilot autonomously maintains Python repositories
  • Uses tree-sitter to identify code elements needing updates
  • Generates docstrings and type hints with open-weight Gemma models

More from Sunday 25 October →