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From “Black Box” to “Transparent”: How to Read the Inner Logic of LLMs

From “Black Box” to “Transparent”: How to Read the Inner Logic of LLMs

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3 min read
DeepSeek-OCR: The New 'Black Tech' in AI, How It's Changing Our Interaction with AI Models?

DeepSeek-OCR: The New 'Black Tech' in AI, How It's Changing Our Interaction with AI Models?

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5 min read
Scrappy and Practical Agent Debugging Tips for Solo Developers and Small Teams

Scrappy and Practical Agent Debugging Tips for Solo Developers and Small Teams

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8 min read
Token Count Optimization feature on Repomix

Token Count Optimization feature on Repomix

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3 min read
Advanced RAG: From Naive Retrieval to Hybrid Search and Re-ranking

Advanced RAG: From Naive Retrieval to Hybrid Search and Re-ranking

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9 min read
Why Both Startup Code and Legacy Systems Need Code Context — And How LLMs + CodeDoc Make It Possible

Why Both Startup Code and Legacy Systems Need Code Context — And How LLMs + CodeDoc Make It Possible

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3 min read
RESEARCH: LLM-informed Drone Visual Inspection Enables Smarter, More InteractiveInfrastructure Checks

RESEARCH: LLM-informed Drone Visual Inspection Enables Smarter, More InteractiveInfrastructure Checks

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2 min read
[Tutorial] WhatsApp Order AI Agent

[Tutorial] WhatsApp Order AI Agent

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4 min read
Comparing ChatGPT, Claude, and Gemini for Backend and Frontend Code Generation: An Evaluation Guide

Comparing ChatGPT, Claude, and Gemini for Backend and Frontend Code Generation: An Evaluation Guide

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8 min read
How to ensure citation accuracy in LangGraph supervisor responses using structured RAG tool outputs?

How to ensure citation accuracy in LangGraph supervisor responses using structured RAG tool outputs?

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4 min read
Mastering Prompt Engineering: Patterns for Effective AI Interaction

Mastering Prompt Engineering: Patterns for Effective AI Interaction

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8 min read
Create a PROMPT.md

Create a PROMPT.md

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2 min read
AI for Personal Health — My Review, Reflections & Real-Life Understanding

AI for Personal Health — My Review, Reflections & Real-Life Understanding

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3 min read
Why Your RAG System Hallucinations Start at Ingestion, Not the LLM

Why Your RAG System Hallucinations Start at Ingestion, Not the LLM

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3 min read
LLMZ25-6 Review : Propuesta de Integración con LangChain para lus-laboris-py

LLMZ25-6 Review : Propuesta de Integración con LangChain para lus-laboris-py

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4 min read
AI Agent Memory: From Manual Implementation to Mem0 to AWS AgentCORE

AI Agent Memory: From Manual Implementation to Mem0 to AWS AgentCORE

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24 min read
Building MCP Servers in Python: WebSearch & Scrape Guide

Building MCP Servers in Python: WebSearch & Scrape Guide

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9 min read
It Depends: Modernizing Dependency Management in the age of AI

It Depends: Modernizing Dependency Management in the age of AI

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3 min read
From Words to Intelligence: Understanding NLP and BERT — The Model That Changed Language AI

From Words to Intelligence: Understanding NLP and BERT — The Model That Changed Language AI

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2 min read
Paddle OCR-VL & DeepSeek-OCR

Paddle OCR-VL & DeepSeek-OCR

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2 min read
Effectiveness of traditional and LLM-based methods for web scraping

Effectiveness of traditional and LLM-based methods for web scraping

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5 min read
How ChatGPT Was Made: Behind the Scenes of a Large Language Model

How ChatGPT Was Made: Behind the Scenes of a Large Language Model

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19 min read
Making AI a Better Coder by Teaching It to Doubt Itself

Making AI a Better Coder by Teaching It to Doubt Itself

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4 min read
Enhancing FHIR Data Exploration with Local LLMs: Integrating IRIS and Ollama

Enhancing FHIR Data Exploration with Local LLMs: Integrating IRIS and Ollama

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10 min read
How I Automated the Transcription of 91 Instagram (screenshots) Poems Using Python + LLM Vision (Real Case Study)

How I Automated the Transcription of 91 Instagram (screenshots) Poems Using Python + LLM Vision (Real Case Study)

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3 min read
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