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65 related articles
·5 min
Trakt API Paywall Sparks Outrage: A Roundup of Self-Hosted Alternatives
Trakt suddenly paywalled its API, disabling free user keys en masse. This article covers the incident, reviews self-hosted alternatives like Ryot and Jellyfin, and offers data export and migration advice.
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·5 min
Customer.io Summer Release Breakdown: Geofencing, Live Notifications, and Multi-Channel Engagement Get a Major Upgrade
Deep dive into Customer.io's major summer release: geofencing triggers, live notifications, flexible SMS providers, notification inbox, and WhatsApp management upgrades for unified multi-channel engagement.
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·3 min
PauseBuy: A Mindful Consumption Tool That Hits Pause on Impulse Shopping
PauseBuy is an Android mindful consumption tool that forces a pause when users open shopping apps, using personalized prompts, financial goal comparisons, and reflection questions to combat impulse buying.
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·2 min
Expert Chase Launches on Mobile: AI Assistant Deeply Integrated with Apple and Google Ecosystems
Expert Chase launches iOS and Android apps with deep Apple Calendar, Google Calendar, and health data integrations, transforming from a passive Q&A tool into a proactive all-scenario AI life assistant.
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·2 min
The Hidden Gap in AI Agent Finance: Why Verifiability Determines Success or Failure
AI agent finance focuses too much on capabilities while ignoring verifiability — the critical infrastructure. Cryptographic proof of execution records is the prerequisite for scaling agentic finance.
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·2 min
Still Charged After Canceling Perplexity Pro? Root Cause Analysis & Consumer Rights Guide
A user was charged for Perplexity Pro a full year after canceling. This article analyzes the billing retry mechanism flaw and provides refund paths and tips to prevent subscription overcharges.
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·3 min
1,741 "Informed Consents" with One Click? GDPR Complaint Exposes the Cookie Consent Chaos
One click on "Accept All Cookies" triggers 1,741 informed consent authorizations. A deep analysis of how this GDPR complaint exposes RTB ad system compliance failures and their impact on privacy.
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·3 min
Deepfake Detection Datasets: A Complete Guide to AI-Generated Faces, Face Swaps, and Real Face Public Resources
A systematic guide to public face datasets for deepfake detection research, covering FaceForensics++, Celeb-DF, FFHQ, and more, organized by AI-generated, deepfake, and real face categories.
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·8 min
Quick Start with SpringBoot from Scratch: From Java Projects to Enterprise Application Practice
Discover why beginners study SpringBoot for six months without getting started. Learn the 'focus on the big picture' methodology and evolve a simple Java project into a runnable enterprise-level SpringBoot application step by step.
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·8 min
Quick Start with SpringBoot for Beginners: From a Java Project to a Real Enterprise Application
Discover why beginners study SpringBoot for six months without getting started. Learn the 'focus on the big' methodology, and evolve a simple Java project step by step into a runnable enterprise application with IDEA.
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·3 min
Jetson Edge AI Development: Setting Up a VS Code + Claude Code Workstation
Set up an AI coding workstation on NVIDIA Jetson using VS Code + Claude Code. Covers JetPack NVIDIA Skills, token budget management, headless SSH dev, and coding agent best practices.
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DCG: A Rust-Powered Safety Guard That …
·2 min
DCG: A Rust-Powered Safety Guard That Intercepts Dangerous AI Agent Commands
DCG is an open-source Rust tool that intercepts dangerous shell and git commands for AI agents like Claude Code and Cursor, enabling zero-trust execution environments.
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AI Agent Deletes Entire Home Directory…
·3 min
AI Agent Deletes Entire Home Directory: Safety Lessons from the GPT-5.6 Incident
A developer using GPT-5.6 had their entire Mac home directory deleted by an AI Agent. This deep-dive covers the incident, root causes, OpenAI's crisis response, and practical safety recommendations.
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Tailscale SSH Critical Vulnerability T…
·2 min
Tailscale SSH Critical Vulnerability TS-2026-009: Restricted Users Can Escalate to Root
Tailscale discloses critical vulnerability TS-2026-009 in its built-in SSH feature. Insecure argument handling lets restricted users bypass ACLs and gain root. Learn the technical details and how to respond.
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·3 min
Apple Sues OpenAI for Trade Secret Theft: The Full Inside Story of the Hardware War
Apple sues OpenAI and IO over hardware trade secret theft. Key figures include former VP Tang Tan and engineer Chan Liu. Full breakdown of supply chain infiltration, evidence, and implications.
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·1 min
Tailscale SSH Root Privilege Escalation Vulnerability: Impact, Fixes, and Defense Guide
Tailscale SSH has a critical root privilege escalation vulnerability affecting all ACL-based permission users. Learn the impact, how to patch, and how to use OpenSSH for defense in depth.
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Inkling Open-Weights Model: A New Expl…
·2 min
Inkling Open-Weights Model: A New Exploration in the Open-Source AI Ecosystem
Inkling open-weights model released. Explore the key difference between open-weights and fully open-source AI, Inkling's positioning, and how to choose the right open-source LLM for production.
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·3 min
UPnP Security Warning: A Real Case of NAS Auto-Exposing SSH Ports to the Public Internet
A real homelab case: a UGREEN NAS used UPnP to automatically expose SSH port 22 to the internet, triggering brute-force attacks. Full breakdown of the incident, UPnP risks, and NAS security tips.
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Tokyo Credit Card Outage: A Wake-Up Ca…
·2 min
Tokyo Credit Card Outage: A Wake-Up Call on Single Points of Failure in Cashless Societies
A credit processor outage in Tokyo forced bars and restaurants back to cash. This article examines single points of failure in cashless societies, payment chain fragility, and why cash remains an irreplaceable offline backup.
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·2 min
GPT-5.6 Launch Triggers Industry Chain Reactions: The New Competition Landscape of Compute, Energy, and Open Source
GPT-5.6 raises frontier model expectations, Anthropic extends Fable 5; data center power bottlenecks emerge; open-source GLM5.2 rivals top closed models; AI review burden overlooked.
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