Cybersecurity Phishing Guard for Chrome using local LLMs for privacy
Local LLM privacy is nice, but standard filters catch 99% of phishing faster.

Yet another phishing detector when Google Safe Browsing already exists.
General web users, security-conscious browsers, non-technical users
Google Safe Browsing · Netcraft Extension · Bitdefender TrafficLight
Local LLM privacy is nice, but standard filters catch 99% of phishing faster.
Treats forensic accounting as a state-machine problem, not an AI problem — genuinely clever.
Policy enforcement layer stops AI agents from deleting files or leaking credentials—no prompt retraining needed.
The product sells one concrete promise: fewer ghost listings and better signals. Features like a hiring-freeze cross-check, a 'trap' detector for contradictory JDs, and synthesized salary ranges (no more 'undisclosed') are tangible, not just marketing fluff. My main skepticism is data quality — real-time layoff trackers and active pings are noisy — but if their extraction and verification pipeline is solid this is genuinely useful.
A manifesto disguised as a crate, promising Rust rewrites of Ansible and n8n in under 14 hours each.
Smart collections auto-organize articles—but Pocket and Instapaper already solved read-it-later friction.