Urgent.News

What's breaking now, across thousands of outlets.

Monday, 19 October 2026 Reading Room

AI

PromptShield AI: Zero-Leak Local Redaction & Prompt Hardening Engine for Open-Weight Models

This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 3 . What I Built PromptShield AI is an open-source, local-first redaction proxy and prompt-hardening engine built to prevent sensitive credentials, client PII, and infrastructure secrets from leaking into open-weight AI models. As developers, freelancers, and enterprises adopt open-weight models like Google Gemma 2 , Meta…

dev.to ·

We haven't written up this one. Dev.to has the full story — the link below goes straight to it.

Read the original at dev.to →

More in AI

ReceiptSage: A Local-First AI Receipt Organizer for Freelancers & Creators

What I Built ReceiptSage is a local-first receipt and invoice organizer engineered specifically for freelancers, independent creators, side-hustlers, and small business owners.

  • ReceiptSage organizes receipts and invoices for freelancers and creators locally.
  • Uses Gemma AI model to extract structured fields from PDFs and images.
  • Ensures privacy by keeping data on user devices, with fallback rule-based engine.

·dev.to

More from Monday 19 October →