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Cursor Origin: Git Hosting Rebuilt for AI Agents

Cursor launched Origin, a Git forge built for AI agents: S3-backed storage, 22 commits a second, and auto-resolved merge conflicts. What it means for devs.

Jun 17, 20268 min

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AI & ML

Prompts and the Message Format, Explained

How LLM prompts really work: the messages array, system/user/assistant roles, and keeping multi-turn conversation state in Python.

Jun 18, 20268 min

AI & ML

Prompt Engineering That Actually Works

Practical prompt engineering for developers: be specific, use few-shot examples, fix the format, and dodge the failure modes that waste tokens.

Jun 18, 202610 min

AI & ML

Make Your First LLM API Call in Python

Make your first LLM API call in Python using the OpenAI-compatible SDK. Set up a client, keep your key safe, and get a real model response.

Jun 17, 20267 min

AI & ML

TurboQuant: How Google Shrinks the LLM KV Cache 6×

Google's TurboQuant squeezes an LLM's KV cache to about 3 bits per value with near-zero quality loss. Here's the rotation-plus-one-bit trick, decoded.

Jun 17, 202610 min

AI & ML

What an LLM Actually Is (and What It Isn't)

What a large language model really is: next-token prediction, tokens, training vs inference, and what LLMs are good and bad at, with a live demo.

Jun 17, 202610 min

News

SpaceX Buys Cursor for $60B: What It Means for Devs

SpaceX is acquiring Cursor for $60 billion in all-stock, folding the AI code editor into xAI. Here's what the deal actually means for the people who use it.

Jun 16, 20267 min

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Decode the logic behind the tech.

Cursor Origin: Git Hosting Rebuilt for AI Agents

Latest articles

Prompts and the Message Format, Explained

Prompt Engineering That Actually Works

Make Your First LLM API Call in Python

TurboQuant: How Google Shrinks the LLM KV Cache 6×

What an LLM Actually Is (and What It Isn't)

SpaceX Buys Cursor for $60B: What It Means for Devs

Browse by topic

Python

Web Development

AI & Machine Learning

DevOps & Cloud

Computer Science

News & Trends

Never miss a decode.

Decode the logic behind the tech.

Cursor Origin: Git Hosting Rebuilt for AI Agents

Latest articles

Prompts and the Message Format, Explained

Prompt Engineering That Actually Works

Make Your First LLM API Call in Python

TurboQuant: How Google Shrinks the LLM KV Cache 6×

What an LLM Actually Is (and What It Isn't)

SpaceX Buys Cursor for $60B: What It Means for Devs

Browse by topic

Python

Web Development

AI & Machine Learning

DevOps & Cloud

Computer Science

News & Trends

Never miss a decode.