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AI-Developer → AI Engineering

AI Deep Research: From a Single Vague Question to a Structured, Cited Research Report

Standard AI gives you a paragraph. Deep Research gives you a structured multi-source report with cited evidence — automatically. Learn the DEEP framework and 7 proven prompt templates that separate generic AI responses from professional research outputs.

March 14, 2026
14 min read
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#Deep Research#ChatGPT#Perplexity#Gemini#Claude#AI Productivity#DEEP Framework#Research Automation
AI-Developer → AI Engineering

Build a Local AI Agent: The 4-Step Agentic Loop That Runs Everything Offline

I built an AI agent that detects my location, checks the weather, finds national parks, and gives me opinionated hiking recommendations — all running locally with zero cloud APIs. This is the 4-step agentic loop that powers every modern AI agent, and how to build one from scratch.

March 14, 2026
15 min read
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#AI Agent#Ollama#Local LLM#Agentic Loop#Python#ReAct#Tool Use#Open Source
AI-Developer → AI Engineering

Interpretable AI: Attention Maps, Sparse Autoencoders, and Steering Vectors Explained with Code

Three hands-on interpretability techniques for understanding what language models think: attention visualization with circuitsvis, sparse autoencoders for hidden concept discovery, and steering vectors for behavior control—all with runnable code.

March 14, 2026
20 min read
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#Interpretability#Explainable AI#Attention Maps#Sparse Autoencoders#Steering Vectors#PyTorch#Transformers#LLM