A developer merged Andrej Karpathy's CLAUDE.md principles with a battle-tested system prompt used to build over 100 full-stack apps in under 12 months. The resulting system prompt enforces strict scop…
Developer aac released two agent-native CLI task trackers, act and ask, that let AI agents manage long-running tasks and request human input without session loss. Act enforces dependencies between tic…
A developer built a four-layer configuration system to enforce coding principles in Claude Code, moving beyond the suggestion-based CLAUDE.md file. The system includes a brain (CLAUDE.md), references,…
Josef Šlerka released an open-source academic-writing kit for Claude Code and Cursor that guides an AI agent through producing a scholarly paper from raw insight to finished study while keeping the hu…
Anthropic launched Claude Tag for Slack, a native integration that lets users tag @Claude in channels and threads to receive contextual responses without leaving the app. The feature, which AI researc…
Andrej Karpathy published a set of rules for LLMs writing code, emphasizing reading the existing codebase before generating new code, stating assumptions, naming tradeoffs, and avoiding over-engineeri…
Y Combinator CEO Garry Tan released gstack, an open-source tool that turns Claude Code into a virtual engineering team, enabling him to ship 40+ features in 60 days while running YC full-time. Tan cla…
A developer built an LLM-powered knowledge hub in Obsidian, inspired by Andrej Karpathy's llm-wiki concept. They exported thousands of notes from Notion, WeChat Reading, and Zhihu, then used an LLM to…
A developer's colleague built a production app using AI-generated code without understanding its stack, highlighting the risks of 'vibe coding'—a term coined by Andrej Karpathy for accepting AI code w…
The rise of AI coding tools has created a split between maintainers who ban AI-generated contributions to protect scarce review bandwidth and developers who embrace agents for rapid prototyping. A 202…
A developer known as Luhui Hu introduces the concept of 'Loopcraft,' a shift from prompt engineering to designing agent loop systems that automate task discovery, execution, verification, and retry. T…
Andrej Karpathy criticized X for increased toxicity and Reddit-like behavior, prompting Elon Musk to call for a complete overhaul of the platform's recommendation algorithm. The exchange highlighted A…
A tutorial demonstrates building Andrej Karpathy's LLM Wiki pattern using Obsidian as the interface and Claude Code as the programmer to create a markdown wiki.…
Google's AI coding guide defines a spectrum from vibe coding to agentic engineering, helping developers choose the right level of AI autonomy for their projects. The spectrum ranges from low-autonomy …
A developer has created a small LLM that runs inside MIT's Scratch by compiling the llama2.c inference code to Scratch blocks using llvm2scratch. The project, called LLM from Scratch, allows users to …
A developer warns that Anthropic's Claude Tag, an ambient AI agent that lives inside Slack channels, lacks a trust layer for team accountability. The engineer built a Python library with primitives li…
Andrej Karpathy proposes a markdown-based system for information retrieval using agents, arguing it preserves context better than RAG. The approach aims to improve how AI systems access and organize k…
Boris Cherny describes a growing trend of developers building harness-level loops on top of coding agents, where tasks persist beyond a single agent session. He expresses concern that this approach am…
Queen Xiya open-sourced QMP (Queen Magic Prompt), a minimalist universal language for AI designed to eliminate hallucinations and automate Agent Swarm intelligence. The protocol uses dynamic anchors a…
A developer reports on agent operating memory, a pattern where an LLM maintains a wiki that an agent acts on, not just reads. The key challenge is preventing the agent from quietly corrupting its own …