MortalApps
›
Blog
MortalApps
Blog
Deep dives on AI/ML concepts, interview prep, and building software people actually use.
Model Collapse Explained: Synthetic Data and the Future of AI Training
Late Chunking and Contextual Retrieval: Solving the RAG Context Boundary
LLM Quantization Formats Compared: GGUF, EXL2/EXL3, and MLX Architectures
Document Parsing for RAG: Evaluating Docling, PyMuPDF, and LlamaParse
Jev by TypeSafe AI Explained: Decision Models, LLMs, and AI Architecture
vLLM vs SGLang vs llama.cpp: Architecting Production LLM Inference
Can You Run Qwen3.8-Flash-Next Locally? Architecture, Memory, and Hardware Guide
Can You Run DeepSeek V4.1-Flash Locally? The Real Hardware Requirements
M5 Ultra 96GB vs M5 Max 128GB for Local LLMs: Which Mac Studio Should You Buy?
Post-Quantum Cryptography Explained: Why Engineers Are Preparing for Q-Day
AGI Explained: History, Research Breakthroughs, and the Future of Intelligence
From Prompt to Token: The Complete LLM Inference Pipeline Explained
Quantum Computing for Beginners: The Definitive Developer's Guide
Context Engineering Explained: The Discipline Replacing Prompt Engineering
The Architecture of Trust: How AI Watermarking and SynthID Work
Why LLM Firewalls Are Not Enough: The Rise of AI Gateways and Agent Security
Gemini-SQL2 Architecture Review: Enterprise Implications for Autonomous Analytics
The Real Villain of Ocarina of Time Was Time, And That's Why It Explains AI So Well
DiffusionGemma Explained: How Text Diffusion Breaks the LLM Memory Wall
Vibe Coding Is Workflow Engineering, Not Magic
You Are the Harness: Orchestrating AI Tools Effectively
How Transformers Actually Work: Encoders, Decoders & Attention Explained
Best AI Agent Frameworks in 2026: LangGraph vs CrewAI vs AutoGen vs Semantic Kernel
End-to-End Machine Learning Workflow Explained Visually
The Practical Guide to Local Coding AI: Ollama, VS Code & Free Models (2026)
AI vs Machine Learning vs Deep Learning: Complete Beginner Guide (2026)
How SAP Consultants Can Master AI in 2026: BTP, Joule & Clean Core Guide
The 3-Bit Revolution: How Google's TurboQuant Solved the AI Memory Crisis
What Are AI Agents? And Why Every ML Interview Is Asking About Them
Top 20 Machine Learning Interview Questions (With Answers)
How to Prepare for AI & ML Interviews in 2026