Articles & Tutorials
149 technical articles covering AI, Machine Learning, Cybersecurity, Data Science, and Programming. Practical guides, tutorials, and deep dives — written for developers.
8 articles
The Shift: From Implementation to Judgment
Key Takeaway --> 🎯 Key Takeaway AI agents change how you implement software — not what you need to know. Architecture, design patterns, A…
The 11-Stage AI Engineer Roadmap
AI engineering in 2026 is a distinct discipline requiring Python, machine learning, deep learning, LLMs, API design, RAG, agents, MCP, eval…
The 8-Stage Cybersecurity Roadmap
Cybersecurity in 2026 requires a layered learning path: networking fundamentals, Linux proficiency, security principles, web security, cryp…
Infrastructure as Code Explained: Terraform and OpenTofu
Key Takeaway --> Terraform and OpenTofu use the same HCL syntax, same providers, and same state format. OpenTofu adds native state encrypt…
Docker vs Virtual Machines: What Developers Need to Know
KEY TAKEAWAY Docker containers and virtual machines both isolate software, but they work at different levels. Containers share the host k…
Secrets Management for Developers: From .env Files to Secret Managers
KEY TAKEAWAY Secrets management is the practice of storing, accessing, rotating and revoking credentials securely. .env files work for lo…
The Problem: AI Without Context
Key Takeaway --> 🎯 RAG retrieves relevant knowledge from your documents. MCP connects AI agents to tools and data sources. Together…
Why Do We Need Vector Databases?
Vector databases are specialized systems for storing and searching embedding vectors. FAISS is a high-performance library for in-memory sim…