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A More Efficient Language for Communicating with AI

A More Efficient Language for Communicating with AI

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3 min read
Memory in AI Companions: Implementing Vector-Based Long-Term User State

Memory in AI Companions: Implementing Vector-Based Long-Term User State

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3 min read
GraphBit's Internal Execution Flow Architecture: Overview and Key Components

GraphBit's Internal Execution Flow Architecture: Overview and Key Components

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7 min read
Beyond the Basics: 5 Advanced Prompting Strategies that Turn LLMs into Autonomous Agents (Prompt Engineering for Devs - Part 3)

Beyond the Basics: 5 Advanced Prompting Strategies that Turn LLMs into Autonomous Agents (Prompt Engineering for Devs - Part 3)

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7 min read
RAG vs Fine‑Tuning: A Simple, Practical Guide for Beginners

RAG vs Fine‑Tuning: A Simple, Practical Guide for Beginners

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3 min read
🧩 Runtime Snapshots #5 — The Real Thing: How We Actually Use It

🧩 Runtime Snapshots #5 — The Real Thing: How We Actually Use It

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2 min read
Large File MCP: Handle Massive Files in Claude with Intelligent Chunking

Large File MCP: Handle Massive Files in Claude with Intelligent Chunking

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5 min read
The Security Logic Behind LLM Jailbreaking

The Security Logic Behind LLM Jailbreaking

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6 min read
LangGraph: Orchestrating Complex LLM Workflows with State Machines

LangGraph: Orchestrating Complex LLM Workflows with State Machines

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4 min read
Understanding AI: From LLMs to MCP

Understanding AI: From LLMs to MCP

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8 min read
From SEO Playbooks to GEO Architectures

From SEO Playbooks to GEO Architectures

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13 min read
The Best LLM and AI Orchestration Toolkits for Your Stack

The Best LLM and AI Orchestration Toolkits for Your Stack

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4 min read
I might have gone overboard. I built a custom LLM for my .env extension... and now I just shipped a massive UI overhaul for it.

I might have gone overboard. I built a custom LLM for my .env extension... and now I just shipped a massive UI overhaul for it.

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2 min read
🧩 LangGraph 𓅃 : Building Smarter AI 🤖 Workflows with Graphs Instead of Chains

🧩 LangGraph 𓅃 : Building Smarter AI 🤖 Workflows with Graphs Instead of Chains

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4 min read
Adding NVIDIA GPU Support to Docker Model Runner

Adding NVIDIA GPU Support to Docker Model Runner

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6 min read
Creating Custom Evaluators to Measure Model Quality

Creating Custom Evaluators to Measure Model Quality

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9 min read
Notes on the margins

Notes on the margins

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3 min read
From Zero to AI Agent: My 6-Month Journey with LLMs

From Zero to AI Agent: My 6-Month Journey with LLMs

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6 min read
SCAR: A High-Trust Operating System for AI Coding Assistants (Stop Package Hallucinations in Your Repo)

SCAR: A High-Trust Operating System for AI Coding Assistants (Stop Package Hallucinations in Your Repo)

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2 min read
Preventing AI Project Failures Through Effective Prompt Engineering

Preventing AI Project Failures Through Effective Prompt Engineering

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5 min read
Building Your First Sentiment Analysis App with LangChain LCEL and OpenAI

Building Your First Sentiment Analysis App with LangChain LCEL and OpenAI

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9 min read
Model Collapse: The AI Feedback Loop Problem Nobody Wants to Talk About

Model Collapse: The AI Feedback Loop Problem Nobody Wants to Talk About

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5 min read
Understanding the Role of a Context Engineer

Understanding the Role of a Context Engineer

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19 min read
Tokens: The Invisible Building Blocks of Large Language Models

Tokens: The Invisible Building Blocks of Large Language Models

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12 min read
Utilizing RAG Techniques for Improved AI Agent Performance

Utilizing RAG Techniques for Improved AI Agent Performance

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8 min read
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