When Best Practices Are Best

Production-ready platform for agentic workflow development. - langgenius/dify

Easy Data Preparation with latest LLMs-based Operators and Pipelines. - OpenDCAI/DataFlow

Analyzing Hacker News discussions from a decade ago in hindsight with LLMs - karpathy/hn-time-capsule

A Hacker News time capsule project that pulls the HN frontpage from exactly 10 years ago, analyzes articles and discussions using an LLM to evaluate prescience with the benefit of hindsight, and generates an HTML report.

A Model Context Protocol (MCP) server that facilitates structured, progressive thinking through defined stages. This tool helps break down complex problems into sequential thoughts, track the progression of your thinking process, and generate summaries.

Using LLMs to identify extraordinary prescience, confident delusions, and the madness of earnings calls. Inspired by Andrej Karpathy

Auto-Grading Ten Years of Earnings Calls for Prescience and Delusion

Earnings Call Civilizational Score Prompt. GitHub Gist: instantly share code, notes, and snippets.

You are a financial historian and industry expert conducting a review of past earnings calls with the benefit of hindsight and wisdom.

Run local AI models like gpt-oss, Llama, Gemma, Qwen, and DeepSeek privately on your computer.

Note: This is a personal essay by Matt Ranger, Kagi’s head of ML In 1986, Harry Frankfurt wrote On Bullshit ( https://en.wikipedia.org/wiki/On_Bullshit ).

via: https://news.ycombinator.com/item?id=46357194

What can you build with one HTML file and an LLM? A lot more than you think. This post shows hard-won patterns from 150+ real tools, showing how to skip frameworks, exploit browser primitives, and build projects fast with copy/pasteable code.

A four-step engineering process for software teams that don’t write code

NornicDB is a high-performance graph database designed for AI agents and knowledge systems. It speaks Neo4j’s language (Bolt protocol Cypher) so you can switch with zero code changes, while adding intelligent features including GPU accelerated embedding search, k-means, and auto TLP with optional LLM inference, plus plugins. - orneryd/NornicDB

Open-source platform to build and deploy AI agent workflows. - simstudioai/sim

Design agent workflows visually on a canvas—connect agents, tools, and blocks, then run them instantly.

A tool to snap pixels to a perfect grid. Designed to fix messy and inconsistent pixel art generated by AI. - Hugo-Dz/spritefusion-pixel-snapper

CLAUDE.md is a high-leverage configuration point for Claude Code.

Learning how to write a good CLAUDE.md (or AGENTS.md) is a key skill for agent-enabled software engineering.

An LLM will perform better on a task when its’ context window is full of focused, relevant context

a system that monitors ~200,000 news RSS feeds in near real-time and clusters related articles to show how stories spread across the web. It uses Snowflake’s Arctic model for embeddings and HNSW for fast similarity search. Each “story cluster” shows who published first, how fast it propagated, and how the narrative evolved as more outlets picked it up.

a system that monitors ~200,000 news RSS feeds in near real-time and clusters related articles to show how stories spread across the web. It uses Snowflake’s Arctic model for embeddings and HNSW for fast similarity search. Each “story cluster” shows who published first, how fast it propagated, and how the narrative evolved as more outlets picked it up.

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

mlabonne.github.io/blog/