Technical Guides
Deep-dive engineering content on AI architecture, automation patterns, and software development. Step-by-step tutorials from the team that builds production systems.
Topic
Complexity
AISoftwareIntermediate
Small MoE Models: How Sparse Routing Makes Efficient AI Possible
How Mixture of Experts lets small models punch above their weight. Architectural deep-dive into Mixtral, DeepSeek-MoE, Phi-MoE, and the efficiency math behind sparse routing.
Mar 4, 20263 min read
AIIntermediate
AI Video: From Diffusion to Directors
How AI video generation works: diffusion foundations, temporal modeling, audio sync, and the multimodal architectures behind Seedance 2.0.
Feb 23, 20263 min read
AIFundamentals
How AI Benchmarks Actually Work
The benchmarks behind AI model claims: SWE-bench, ARC-AGI-2, GPQA Diamond, and more. What they measure, how they work, and what they miss.
Feb 22, 20263 min read
AISoftwareIntermediate
Agentic AI Architecture Patterns
A guide to agentic AI patterns: ReAct loops, tool-use protocols, multi-step planning, memory, and multi-agent coordination in production.
Feb 21, 20263 min read
AISoftwareIntermediate
Mixture of Experts: Sparse AI Architectures
MoE architectures explained: gating mechanisms, expert routing, load balancing, and why sparse models deliver frontier AI at fraction cost.
Feb 20, 20263 min read
AISoftwareAdvanced
Foundations of Transformer Reasoning
A technical deep-dive into transformer architectures, attention mechanisms, scaling laws, and emerging techniques for reliable AI reasoning.
Feb 3, 20263 min read
AISoftwareFundamentals
Taxonomy of AI: From ML to World Models
A map of AI systems — machine learning, deep learning, LLMs, multimodal models, and world models — with clear definitions and comparisons.
Feb 3, 20263 min read
AISoftwareIntermediate
Prompt Engineering Patterns for Production Systems
Learn 7 battle-tested prompt engineering patterns that reduce failures and improve reliability in production AI systems. Includes code examples.
Feb 2, 20263 min read
AISoftwareIntermediate
Understanding Tokens and LLM Inference
Discover how LLMs process text through tokenization and inference. Essential knowledge for optimizing AI costs and prompt performance.
Feb 2, 20263 min read
AISoftwareIntermediate
Designing RAG Pipelines for Production
Architecture patterns and implementation considerations for building retrieval-augmented generation systems that work reliably at scale.
Jan 29, 20263 min read
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