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INSIGHTS & GUIDES
AI skill engineering, security best practices, and lessons from building in public.
Why AI Agents Need Guardrails: Lessons from Building an AI Security Scanner
AI coding agents can execute shell commands, read your credentials, and send data anywhere. We built a security scanner for AI skill files — here's what we learned about the emerging attack surface.
10 Claude Code Tips That Actually Save Time (From 100+ Hours of Real Usage)
After building an entire SaaS product with Claude Code, here are the 10 productivity tips I wish I'd known from day one — from skill files to context engineering to security hygiene.
What is SKILL.md? The Complete Guide to AI Skill Files for Claude Code and OpenClaw
SKILL.md files are the new standard for teaching AI coding assistants repeatable tasks. This guide covers anatomy, platforms, best practices, and how to write your first skill file from scratch.
Why LLM Context Windows Matter More Than Model Size
The single biggest factor in AI output quality isn't model size — it's how well you use the context window. Here's a practical guide to context engineering.
The Hidden Attack Surface: Why AI Skill Files Need Security Auditing
AI skill files can execute shell commands, read your SSH keys, and exfiltrate data. Here are 9 security categories every developer should check before installing a skill.
How I Built a Paid SaaS in 7 Days Using AI
From idea to paying customers in one week. Here's the exact tech stack, timeline, and 5 hard lessons from building SkillForge — an AI skill file generator and security scanner.