AI Engineering Articles

Skill Forge by motiful transforms chaotic AI agent skill prototypes into secure, validated, publishable code. With security scanning, multi-platform publishing, and 6-dimension quality validation, it treats skills like real software. Install in one command.

Discover Giskard v3, the modular async-first open-source library for testing, evaluating, and red teaming LLM agents. Stop shipping broken AI with systematic scenario-based evaluation.

OpenSkills brings Anthropic's powerful skills system to every AI coding agent. One CLI installs universal capabilities for Claude Code, Cursor, Windsurf, Aider, and Codex. Stop rewriting prompts—standardize with SKILL.md format.

Discover nobody-plans-for-pi: self-improving subagent orchestration for the pi coding agent. Transform your AI into a disciplined engineering team with TDD enforcement, systematic debugging, and chainable agent pipelines.

GitHub's Spec Kit transforms chaotic AI coding into structured spec-driven development with executable specifications, 30+ agent integrations, and governance guardrails that prevent vibe coding disasters.

Discover skillshare, the open-source tool that syncs AI agent skills across 60+ CLI tools with one command. Stop copying prompts manually—unify your team's AI workflow with built-in security auditing and Git-based distribution.

Discover asm, the universal skill manager for AI coding agents. Manage, audit, and install skills across 18+ agents from one CLI/TUI. Built-in security scanning, registry publishing, and 2,800+ skills available.

Andrej Karpathy exposed why LLMs write terrible code: silent assumptions, overcomplication, and scope creep. This single CLAUDE.md file fixes Claude Code permanently with four battle-tested principles. Install in 30 seconds.

Transform chaotic AI coding into disciplined software engineering with Gemini Superpowers for Antigravity. This structured workflow framework adds mandatory planning, approval gates, and test-driven development to Google Antigravity—preventing the 'code first, think later' disasters that plague AI-assisted development.

Transform your codebase for AI agents with Agent-Ready by Sero. Slash token costs by 60%, speed up task completion 3x, and auto-fix structural issues. Install in 30 seconds.

Stop letting AI coding agents destroy your Git history. agent-worktree by nekocode enables isolated, parallel development with automatic cleanup—transforming chaotic agent outputs into structured, mergeable code.

Discover cmux, the open-source Ghostty-based macOS terminal with vertical tabs, intelligent notifications, and scriptable browser integration built specifically for AI coding agents. Stop losing track of parallel agent sessions.

Agent Skills Standard slashes AI token waste by 86% with 242 modular, version-controlled coding standards. One command syncs rules across Cursor, Claude, Copilot, and more — with hierarchical on-demand loading and provable audit trails.

Codag is a revolutionary VSCode extension that visualizes AI/LLM workflows as interactive graphs. Learn how it works, see real code examples, and discover why it's becoming essential for AI engineers building complex agentic systems.