humanlayer/12-factor-agents

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers? - humanlayer/12-factor-agents

YAML: The Norway Problem

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BSIM Group UC Berkeley

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12-factor-agents: Principles to build LLM-powered software good enough to put in the hands of production customers

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The 100 best sci-fi movies of all time

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Apache ECharts

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Where Does Meaning Live in a Sentence? Math Might Tell Us. | Quanta Magazine

The mathematician Tai-Danae Bradley is using category theory to try to understand both human and AI-generated language.

Her lens is category theory,

A category consists of some objects, together with relationships between them, called morphisms.

How the brain decodes changes in the pitch of our speech to shape meaning

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Code Listings for the book: Optimization Algorithms. Manning Publications, 2024. - Optimization-Algorithms-Book/Code-Listings

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Data Structures and Algorithms in JavaScript

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How PawnGuru Helps Sellers And Pawn Shops Compare Prices Online

Inside of a pawn shop / Photo Credit: PawnGuru Pawning something you own can be a major challenge. You want to get the highest amount for your item, but you don’t know which pawn shop will pay the most. Reality TV shows like “Hardcore Pawn” and “Pawn Stars” demonstrate how pawn…

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Chilled Out Text Underlines – Frontend Masters Blog

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The “S” in MCP Stands for Security - Elena Cross - Medium

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Topic 31: How to Reduce Memory Use in Reasoning Models

we explore how combining LightThinker and Multi-Head Latent Attention cuts memory and boosts performance

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Examples | Mermaid

Create diagrams and visualizations using text and code.

A Deep Dive Into Datacenter And Server Spending Forecasts

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Topic 33: Slim Attention, KArAt, XAttention and Multi-Token Attention Explained – What’s Really Changing in Transformers?

A Blog post by Ksenia Se on Hugging Face

four advanced attention mechanisms which improve how models handle long sequences, cut memory use and make attention learnable

Self-Attention which lets each token “look” at all others

A look at the ARC-AGI exam designed by French computer scientist François Chollet to show the gulf between AI models' memorized answers and…

By Matteo Wong / The Atlantic. View the full context on Techmeme.

Avoiding N+1 queries the Railsy way with strict loading

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The Llama 4 herd: The beginning of a new era of natively multimodal AI innovation

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Model Context Protocol (MCP) an overview

Overview of the Model Context Protocol (MCP) how it works, what are MCP servers and clients, and how to use it.

pydantic-ai/mcp-run-python at main · pydantic/pydantic-ai

Agent Framework / shim to use Pydantic with LLMs

Color is a mathematical nightmare

Color is complicated, but you can easily learn the difference between a color model, space, and gamut, and why they exist in the first place.

Use MCP servers in VS Code (Preview)

Learn how to configure and use Model Context Protocol (MCP) servers with GitHub Copilot in Visual Studio Code.

From the Jupyter community on Reddit: Jupyter Notebook MCP: work as a professional data analyst

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If Anthropic Succeeds, a Nation of Benevolent AI Geniuses Could Be Born

The brother goes on vision quests. The sister is a former English major. Together, they defected from OpenAI, started Anthropic, and built (they say) AI’s most upstanding citizen, Claude.