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Desloppify is a Python tool that measures code quality with a numeric score and guides AI coding agents through prioritized fixes across multiple sessions. It combines mechanical analysis (dead code, duplication) with LLM-based review (naming, abstractions) to create a persistent improvement loop that prevents agents from losing focus on cleanup tasks.

CVE-2026-111497 (Node2Shell) is a critical out-of-bounds write vulnerability in Node.js's bundled Brotli decoder that can cause denial of service, memory disclosure, or remote code execution. Fixed in Node.js 26.12.1, 24.22.1, and 22.23.4, but all end-of-life versions (20.x back to 12.x) remain permanently vulnerable with no upstream patches available; HeroDevs is providing remediated Never-Ending Support builds for affected end-of-life lines.

CVE-2026-111497 is a critical out-of-bounds write vulnerability (CVSS 9.2) in Google's Brotli compression library affecting versions 1.0.3–1.2.0 across Node.js, Python, and many HTTP-based applications. Remote attackers can send malformed Brotli-compressed data to leak memory, crash processes, or execute arbitrary code. Patches are now available for most major runtimes and libraries; users should upgrade immediately or disable Brotli decoding as a temporary mitigation.

Wiz Research discovered critical memory-safety vulnerabilities in PHP's core engine affecting 70% of websites worldwide, enabling unauthenticated remote code execution and sensitive data theft. AI models were instrumental in uncovering these decade-old flaws and developing working exploits that would have previously required months of manual work. PHP released patches on October 21, 2026, addressing the vulnerabilities tracked as CVE-2026-109618 and CVE-2026-109619.

NIST SP 800-63-4 provides updated technical guidelines for digital identity services, covering identity proofing, authentication, and federation for government and organizational systems. The revised standards emphasize risk-based approaches, privacy protections, customer experience, and modern security challenges like identity fraud and phishing, while allowing organizations to tailor controls to their specific needs and user populations.

Alexandrie is an open-source, self-hosted wiki and knowledge management platform designed as an alternative to Notion, Confluence, and Obsidian. It offers offline-first PWA support, advanced Markdown editing with LaTeX and diagrams, multi-tenant team workspaces with granular access controls, enterprise SSO/OIDC authentication, and S3-compatible storage. The entire stack deploys in one command via Docker.

Homelable is a self-hosted homelab infrastructure visualization and monitoring tool that automatically discovers network devices via scanning, displays their live status on interactive diagrams, and maintains integrated documentation. It supports imports from Proxmox, Zigbee, and Z-Wave networks, offers rack canvas visualization with patch cable management, and integrates with AI assistants via a Model Context Protocol server.

Sloptrim is a local command-line tool that detects AI-writing patterns in prose files saved by coding agents like Claude Code and Cursor. It scores text 0-100 against 71 documented patterns using only Python standard library with no network calls or external models, keeping all text on your machine. The tool achieves ROC-AUC scores of 0.762–0.946 across different AI models but explicitly disclaims being an authorship classifier—it reports what evidence suggests about writing style, not about writers.

scrcpy is a free, open-source application that mirrors Android devices to a computer via USB or TCP/IP, allowing control via keyboard and mouse without requiring root access or device installation. It delivers high performance (30-120fps), low latency (35-70ms), and works on Linux, Windows, and macOS with minimal overhead.

Docker Mailserver packages a complete mail server stack (Postfix, Dovecot, spam filtering, anti-virus) into a single container configured entirely through files instead of a database. This file-based approach lets you version control your mail server config, simplifies deployment and upgrades, and eliminates the operational burden of managing a separate SQL database while keeping you in control.

PowerShell defaults to single-threaded execution, but multithreading can dramatically speed up repetitive tasks by running multiple commands simultaneously. The article covers three main approaches: PSJobs (easiest but slower), scheduled jobs (for recurring tasks), and runspaces (faster but more complex), each with trade-offs between ease of use and performance.

Nine states possess nuclear weapons: the five NPT-recognized nuclear powers (US, Russia, China, France, UK) hold roughly 11,400 warheads combined, while India, Pakistan, and Israel possess an estimated 440 warheads outside the treaty framework. North Korea has withdrawn from the NPT and maintains approximately 60 warheads, while Iran remains a threshold state with sufficient enriched uranium to build weapons but no confirmed arsenal. Despite Cold War fears of widespread proliferation, nonproliferation efforts have largely contained the nuclear club to these nine states.

A public catalog of 28 Agent Skills for Claude Code, GitHub Copilot, and compatible tools that provide structured reasoning frameworks for decisions, diagnosis, risk management, and strategy. Skills are organized by domain (diagnosis, decisions, creation, risk, execution, product, strategy) and can be invoked individually or routed through a model-router when the best frame is unclear.

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