Year 1: Ship features in days. Year 3: Same features take weeks. Year 5: You're afraid to touch anything.
Sound familiar? What if your codebase could maintain constant velocity regardless of size? That's the promise of black box architecture—and now you can teach your AI assistant to think this way automatically.
As an autodidact solver, developer, architect, and CTF jeopardy competitor working across digital investigations and security operations, I kept running into the same problem: fragmented knowledge. Every investigation meant digging through scattered bookmarks, old notes, and half-remembered techniques.
Every new team member needed months to learn the same procedures. Every case required rebuilding the same templates from scratch.
Claude Skills are reusable, versionable “capsules” of task-specific instructions plus optional files and scripts that Claude can load on demand across Claude.ai, Claude Code, the API, and the Claude Agent SDK. They’re built as simple folders (with a SKILL.md manifest) that encode your team’s procedures and resources so Claude can act consistently in your real workflows. Skills are rolling out for paid plans (Pro/Max/Team/Enterprise) and can be enabled by admins for org-wide use.
Have you ever seen something like https://orcid.org/0000-0002-1825-0097 in a GitHub profile and wondered what it was? Or noticed those mysterious DOI badges on some repositories?
Today, I'll show you how to transform your GitHub repositories from "just another repo" into citable, trackable publications that can boost your professional profile.
In an era where web hosting typically costs $10-30 per month, it may seem impossible to host a professional website for free. However, with the rise of JAMstack architecture and static site generators, completely free, production-ready hosting is not only possible but increasingly popular among developers and organizations worldwide.
Looking to sharpen your cybersecurity skills? Whether you're a beginner or an experienced professional, these platforms offer hands-on challenges that will test and improve your abilities across various domains of information security. From pwn, web exploitation to OSINT investigations, here's your complete guide to the best CTF platforms and training games available. You can also find few games for all levels on my Discord
When I first discovered the Basel Institute LEARN platform, I wasn't sure what to expect from free online courses about financial crime investigation. After completing most of their self-paced eLearning modules, I can confidently say this is some of the most practical and valuable training I've encountered in the field.
I’m a dinosaur developer, and honestly, I wasn’t that into AI-coding until now.
Imagine coding with an AI partner that doesn’t just write code, but helps you plan, debug, and automate your workflow—all within VS Code. That’s Kilocode: a lightning-fast, open-source AI agent built to boost productivity, whether you’re just starting out or already deep in the dev world.
The field of prompt engineering for code-specific applications has evolved rapidly between 2023-2025, with substantial empirical evidence demonstrating 20-55% productivity improvements across major development tasks. This comprehensive research synthesis examines peer-reviewed studies, industry implementations, and academic findings that establish prompt engineering as a transformative force in software development, backed by rigorous empirical evidence and quantitative performance metrics.