AI CLI Data Loss Horror Story: How Google Gemini v2.5 Pro Erased My Files

25 days ago 高效码农

Introduction In today’s rapidly evolving landscape of artificial intelligence (AI) tools, command-line interfaces (CLI) have gained traction as powerful gateways to interact with advanced models. Compared to graphical user interfaces, CLIs offer unparalleled efficiency for batch processing and automation tasks, making them a favorite among developers and product managers alike. However, when an AI-driven CLI executes system-level commands without robust verification, the results can range from inconvenient errors to irreversible data loss. This post presents a real-world case study involving Google’s Gemini CLI (v2.5 Pro) and how a cascade of silent failures and misinterpretations led to the deletion of valuable …

PyClone Automated Backup: How This Windows Solution Revolutionized Telegram-Monitored Data Protection

1 months ago 高效码农

PyClone: The Ultimate Automated Backup Solution for Windows with Telegram Monitoring (Image: Pexels – Visualizing automated cloud backup systems) Solving Windows Backup Challenges with Intelligent Automation Manually backing up critical files creates unnecessary workload and uncertainty. PyClone addresses three fundamental Windows backup challenges: Silent Automation – Operates invisibly via Windows Task Scheduler Real-Time Monitoring – Telegram notifications with live progress tracking Granular Control – JSON-configurable job-specific rules Technical Insight: PyClone isn’t standalone software but an intelligent Python wrapper for rclone, retaining its 40+ cloud storage integrations while adding automation and monitoring layers. Three-Step Installation Process Prerequisites Checklist 1. Install Python …