156 related articles

An in-depth analysis of the open-weights model debate: public release brings transparency and innovation, but raises safety and misuse risks. Exploring tiered release, red-teaming, and governance challenges.

An in-depth analysis of the open-weights model debate: publicly releasing model weights enables transparency and innovation but raises safety risks. Explores tiered release, red-teaming, and the industry dynamics behind open AI governance.

Learn how to securely expose Foundry VTT to the public internet. Compare port forwarding, Cloudflare Tunnel, and reverse proxy solutions with practical advice on network isolation and layered defense.

Learn how to use NetBird WireGuard mesh networking with Caddy reverse proxy for homelab remote access without exposing public ports. Covers Split DNS, TLS certificates, and ACL controls.

A deep dive into domain resolution challenges for self-hosted home servers, covering Split DNS concepts and how Tailscale App Connector enables unified domain access across internal and external networks.

IPFS and Filecoin promise decentralized storage and censorship resistance, yet the self-hosting community ignores them. This article analyzes why simpler tools like Syncthing and BitTorrent win.

Compare Navidrome, Jellyfin, and other self-hosted music servers. Covers cross-platform clients, remote access setup, and metadata management to replace Spotify.

Claude Code was revealed to steganographically mark system prompts under specific conditions, triggering a developer trust crisis. This article analyzes the steganography, Anthropic's tightening China access, and how AI coding tools became a core enterprise security issue.

In-depth review of Panel AI v1.1.1: second-level installation, no-public-IP networking, batch compute cluster management. Learn how enterprise AI on-premises deployment barriers are dramatically lowered.

A step-by-step guide to locally deploying the Dify open-source AI platform using BT Panel on a VMware virtual machine, covering Ubuntu setup, Docker config, and image pull troubleshooting—beginner-friendly.

A step-by-step guide to locally deploying the open-source Dify AI platform using the BT Panel on a VMware virtual machine—covering Ubuntu setup, Docker config, and image pull troubleshooting.

A complete Stone+ (StonePlus) setup guide covering environment scan, API config, proxy detection, model validation, and end-to-end verification. Get your AI coding environment running in 1 minute.

A hands-on walkthrough of using IDA Pro with MCP for AI-assisted reverse engineering of a music app's Sign signature algorithm, covering traffic capture, endpoint analysis, and .so binary analysis.

A complete guide to deploying Dify 1.8.0: Docker setup, environment config, five app types explained, and workflow-building tips for beginners.

A practical guide to interface alignment, SSE streaming integration, and end-to-end testing for enterprise AI Agent projects — eliminate wasted debugging and ship faster.

Unpacking the technical truth behind Anthropic's account bans: hidden timezone and proxy detection logic sparks privacy debate. Plus Claude Sonnet 5, Linux support, and new releases from OpenAI, NVIDIA, and Google DeepMind.

A deep analysis of popular Bilibili Codex "one-click setup" tutorials, covering third-party API key risks, unverified installer dangers, and the cost of "Full Allow" permissions — with safer alternatives.

A complete guide to self-hosting: replace paid subscriptions with Nextcloud, Jellyfin, Vaultwarden and more. Covers Docker deployment, backup strategy, and secure remote access.
OpenAI Mandates Hardware Passkeys: A N…
OpenAI now requires hardware-backed passkeys for Trusted Access Cyber members. Learn how hardware passkeys work, their phishing resistance, and what this means for enterprise security.

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.