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Thousand Miles AI

Thousand Miles is a group of engineers dedicated to empowering the masses to understand AI and software engineering. We believe that education is the foundational stone for building a knowledgeable so

Location Bengaluru, India Joined Joined on  Personal website https://thousandmiles.ai
How LLMs Actually Generate Text — Temperature, Top-K, Top-P, and the Dice Rolls You Never See

How LLMs Actually Generate Text — Temperature, Top-K, Top-P, and the Dice Rolls You Never See

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7 min read
The LLM Interview Cheat Sheet — 10 Questions That Actually Come Up

The LLM Interview Cheat Sheet — 10 Questions That Actually Come Up

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11 min read
How AI Agents Actually Execute Multi-Step Tasks — The Orchestration Nobody Talks About

How AI Agents Actually Execute Multi-Step Tasks — The Orchestration Nobody Talks About

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7 min read
How to Evaluate LLM Outputs — Beyond 'Looks Good to Me'

How to Evaluate LLM Outputs — Beyond 'Looks Good to Me'

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8 min read
How DeepSeek R1 Shocked the World (And Why It Matters to You)

How DeepSeek R1 Shocked the World (And Why It Matters to You)

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9 min read
Context Engineering Is the New Prompt Engineering

Context Engineering Is the New Prompt Engineering

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7 min read
Running LLMs on Your Laptop Without a $10K GPU

Running LLMs on Your Laptop Without a $10K GPU

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7 min read
What Are Reasoning Models and Why Do They Think Before Answering?

What Are Reasoning Models and Why Do They Think Before Answering?

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7 min read
The 'Lost in the Middle' Problem — Why LLMs Ignore the Middle of Your Context Window

The 'Lost in the Middle' Problem — Why LLMs Ignore the Middle of Your Context Window

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7 min read
LoRA and QLoRA Explained — Fine-Tune LLMs Without Selling Your Kidney for GPUs

LoRA and QLoRA Explained — Fine-Tune LLMs Without Selling Your Kidney for GPUs

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8 min read
Chunking Strategies That Actually Work — Why Your RAG App Retrieves Garbage

Chunking Strategies That Actually Work — Why Your RAG App Retrieves Garbage

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7 min read
Build Your First MCP Server in Python — A Weekend Project That Actually Impresses

Build Your First MCP Server in Python — A Weekend Project That Actually Impresses

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7 min read
AI-Generated Code Fails in Production (and Why Your Manager Won't Notice)

AI-Generated Code Fails in Production (and Why Your Manager Won't Notice)

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6 min read
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