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# llm

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I Built an AI-Powered Test Data Generator That Analyzes Any URL and Creates Test Data JSON

I Built an AI-Powered Test Data Generator That Analyzes Any URL and Creates Test Data JSON

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5 min read
AI-Powered Resume Generator: Architecture & Implementation

AI-Powered Resume Generator: Architecture & Implementation

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6 min read
Fail-closed evidence for LLM tool calls (SHA-256 + MCP)
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Fail-closed evidence for LLM tool calls (SHA-256 + MCP)

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4 min read
I Trained Probes to Catch AI Models Sandbagging

I Trained Probes to Catch AI Models Sandbagging

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6 min read
A Picture Is Worth Ten Thousand Tokens

A Picture Is Worth Ten Thousand Tokens

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6 min read
How RAG Changed the Way We Use Large Language Models
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How RAG Changed the Way We Use Large Language Models

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5 min read
EvoPyramid architecture: The system operates locally (directory-based scope)

EvoPyramid architecture: The system operates locally (directory-based scope)

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1 min read
Beyond the Hype: Understanding How AI Agents Actually Work (And Why They Mirror How You Function)
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Beyond the Hype: Understanding How AI Agents Actually Work (And Why They Mirror How You Function)

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4 min read
RAG Doesn’t Make LLMs Smarter, This Architecture Does
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RAG Doesn’t Make LLMs Smarter, This Architecture Does

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4 min read
A Practical Guide to LLM Post-Training

A Practical Guide to LLM Post-Training

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4 min read
Using ChatPromptTemplate with create_tool_calling_agent in LangChain (Instead of create_agent)
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Using ChatPromptTemplate with create_tool_calling_agent in LangChain (Instead of create_agent)

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2 min read
10 AI terms that will help you look like you're not completely lost
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10 AI terms that will help you look like you're not completely lost

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7 min read
Write Agents in Rust — Run Them Locally on Android

Write Agents in Rust — Run Them Locally on Android

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1 min read
Understanding YAML
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Understanding YAML

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4 min read
Stop Appending to Your Prompt: Implementing a "Garbage Collector" for AI Agents
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Stop Appending to Your Prompt: Implementing a "Garbage Collector" for AI Agents

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3 min read
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