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# llm

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Hello, I'm Aamer — AI Engineer Building Agentic Systems

Hello, I'm Aamer — AI Engineer Building Agentic Systems

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2 min read
Understanding AI Agent Memory Architecture: A Deep Dive into Long-Term Reasoning

Understanding AI Agent Memory Architecture: A Deep Dive into Long-Term Reasoning

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2 min read
Building Persistent Memory for AI Agents: A 4-Layer File-Based Architecture

Building Persistent Memory for AI Agents: A 4-Layer File-Based Architecture

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2 min read
Building an AI Agent Memory Architecture: A Practical Guide for Power Users

Building an AI Agent Memory Architecture: A Practical Guide for Power Users

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2 min read
Working with MCP: What Stood Out

Working with MCP: What Stood Out

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3 min read
Building a Complete AI Agent Memory Architecture: A Deep Dive into Infrastructure, Prompts, and Workflows

Building a Complete AI Agent Memory Architecture: A Deep Dive into Infrastructure, Prompts, and Workflows

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2 min read
Building Persistent Memory for AI Agents: A 4-Layer File-Based Architecture

Building Persistent Memory for AI Agents: A 4-Layer File-Based Architecture

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2 min read
Building Persistent Memory for AI Agents: A 4-Layer File-Based Architecture

Building Persistent Memory for AI Agents: A 4-Layer File-Based Architecture

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2 min read
How Ollama Silently Ate 65GB of My VRAM (And How I Fixed It)

How Ollama Silently Ate 65GB of My VRAM (And How I Fixed It)

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4 min read
I built an AI model comparison tool after 12 hours wasted on LLM integration in project. Launching on Product Hunt today.

I built an AI model comparison tool after 12 hours wasted on LLM integration in project. Launching on Product Hunt today.

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3 min read
I rewrote LangChain in 300 lines of Rust (and here's what I found)

I rewrote LangChain in 300 lines of Rust (and here's what I found)

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4 min read
I Tested TurboQuant KV Cache Compression on Consumer GPUs. Here's What Actually Happened.

I Tested TurboQuant KV Cache Compression on Consumer GPUs. Here's What Actually Happened.

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6 min read
I Gave Claude Code Access to My Prod Database with MCP

I Gave Claude Code Access to My Prod Database with MCP

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3 min read
Indirect Prompt Injection Is a Trust Boundary Problem

Indirect Prompt Injection Is a Trust Boundary Problem

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5 min read
Run Your Own Local AI Chat with OpenWebUI and llama.cpp - Windows

Run Your Own Local AI Chat with OpenWebUI and llama.cpp - Windows

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5 min read
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