Development
66 posts found
Mapping AI Agent Skills to MITRE ATT&CK Frameworks
An interview on structuring autonomous AI agent skills with MITRE ATT&CK and NIST CSF for safer automated defensive operations.
Why Entropy Failures Haunt Self-Hosted Cryptography
A practical analysis of entropy exhaustion, kernel RNG validation on Linux nodes, and defensive key generation patterns.
Self-Hosted DNS-over-HTTPS: A Practical Setup Guide
Set up DNS-over-HTTPS on your own server to encrypt DNS queries and prevent ISP snooping. A five-step guide covering configuration, testing, and hardening.
Running AI Coding Agents on a Remote Hetzner Box via Tailscale
The friction of running AI coding agents on remote hardware is real. pocketdev collapses that gap with a single Tailscale-based deploy on Hetzner, letting Claud…
Why AI Agents Will Shrink Their Context Windows
AI agents are drowning in their own context. The future belongs to compression, not expansion — and it changes how we build self-hosted AI infrastructure.
Telegram Proxy Management Done Right in Rust
How a Rust-based Telegram proxy manager solved the config chaos I was dealing with across multiple servers and networks.
Claude Watch: VPN-Aware Monitoring for AI Coding Agents on macOS
How a macOS monitor watches your Claude usage and enforces VPN policies automatically, keeping your AI coding sessions private and controlled.
The Quiet Rise of Terminal User Interfaces
Terminal user interfaces have evolved from boring gray slabs to the preferred interface for infrastructure work. Rust, AI agents, and self-hosting drove the shi…
Mobile Security Hardening: A Red Team Checklist
A practical mobile security checklist for red team operators. Covers device encryption, network traffic inspection, certificate pinning bypass, SIM swap attacks…
Why a VPN Doesn’t Make You Anonymous
A VPN encrypts your traffic and hides your IP, but it doesn't make you anonymous. DNS leaks, browser fingerprinting, and traffic metadata can still expose you. …