#instruction control
2339 related articles
Tutorials·3 min
Codex CLI /goal Command Explained: Set a Goal and Auto-Loop Until Completion
Codex CLI 0.128.0 adds the /goal command for goal-driven auto-loop execution. This article explains its core mechanism, prompt engineering implementation, and Ralph Loop pattern for AI coding agents.
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Product Reviews·4 min
Deep Dive into CowAgent: How to Use This 44K-Star Open Source Super AI Assistant
Deep dive into CowAgent, a GitHub 44K+ star open-source AI Agent project covering core capabilities, multi-platform integration with WeChat/Feishu/DingTalk, multi-model support including DeepSeek, and real-world applications.
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Product Reviews·4 min
JavaGuide: Deep Dive into the 150K-Star Java Interview Guide
Deep analysis of JavaGuide, a 155K-Star GitHub project covering Java core, databases, distributed systems, high concurrency, system design, and AI development for backend interview prep.
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Tech Frontiers·3 min
Redis Gets a New Array Data Type: 18 Commands + Server-Side Regex Matching + WASM Online Playground
Redis creator antirez introduces a new Array data type with 18 commands and ARGREP server-side regex matching. Simon Willison built a browser WASM Playground with Claude Code for instant online testing.
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Product Reviews·6 min
130K-Star Open Source Project: Complete Collection of System Prompts from 30 AI Tools
Deep analysis of a 136K-Star GitHub project collecting system prompts from 30 AI tools including Cursor, Claude Code, and Copilot. Master Prompt Engineering techniques and AI product design logic.
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Product Reviews·4 min
WrenchBoard Open Source Project: Building a Microsoldering Repair Assistant with Claude AI
WrenchBoard is an open-source microsoldering assistant powered by Claude Opus, providing electronics repair technicians with fault diagnosis, schematic interpretation, and repair guidance through AI.
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Tutorials·2 min
Codex CLI /goal Command Explained: AI Autonomous Looping Until Objective Complete
OpenAI Codex CLI 0.128.0 adds the /goal command for autonomous looping until objectives are met. Learn about its Ralph Loop inspiration, token budget controls, and implications for AI coding agents.
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Product Reviews·3 min
MedKit Open Source Project: A Voice AI Patient Simulator Powered by Claude Opus 4
MedKit is an open-source voice AI patient simulator powered by Claude Opus 4.7, running in-browser to help medical students practice clinical skills through voice-based interviews.
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Product Reviews·5 min
LibreChat: An Open-Source Chat Platform That Connects All AI Models Through One Interface
Deep dive into LibreChat, an open-source platform supporting GPT-5, Claude, Gemini, DeepSeek with unified access, built-in Agents, MCP protocol, code interpreter, and Docker deployment for self-hosted ChatGPT alternative.
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Product Reviews·5 min
Cube Studio: Tencent's Open-Source One-Stop AI Platform Covering Everything from Large Model Training to Inference
In-depth analysis of Cube Studio, Tencent Music's open-source cloud-native AI platform covering distributed training, DeepSeek fine-tuning, vLLM inference, VGPU management, and Huawei Ascend support.
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Tutorials·3 min
Simon Willison Uses His Phone and Claude Code to Add Wildlife Sightings to His Blog
Developer Simon Willison used Claude Code for Web on his phone to build a wildlife sightings feature for his blog, syncing iNaturalist data with deep integration into search, RSS, and archives.
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Product Reviews·3 min
everything-claude-code: A Deep Dive into the 170K-Star AI Coding Agent Optimization Framework
Deep dive into everything-claude-code, a 170K+ Star GitHub project that optimizes AI coding agents like Claude Code and Cursor through skills, instincts, memory, and security modules.
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Product Reviews·5 min
Deep Dive into the Hermes-Agent Open-Source Framework: The AI Agent with 130K Stars on GitHub
NousResearch open-sources Hermes-Agent framework, earning 130K+ GitHub Stars. Deep analysis of its progressive architecture, modular design, and Hermes model integration vs. LangChain and AutoGPT.
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Deep Dives·2 min
Codex CLI /goal Command Explained: A New Paradigm for Goal-Driven Autonomous Coding Agents
OpenAI Codex CLI 0.128.0 adds the /goal command, implementing Ralph Loop-style goal-driven autonomous loops. Learn about its prompt engineering design, token budget safety mechanisms, and impact on coding agents.
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Product Reviews·3 min
awesome-LLM-resources: A Large Language Model Learning Resource Repository with 8000+ Stars
awesome-LLM-resources is a GitHub repo with 8200+ Stars covering multimodal generation, AI Agents, model training/inference, MCP protocol, and more for LLM learners.
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Deep Dives·4 min
Deep Dive into OpenAI Codex /goal: A New Paradigm Where AI Agents Work Continuously Until the Goal Is Achieved
Deep dive into OpenAI Codex CLI's /goal command: from Ralph Loop origins and three-layer protection to Rust source architecture and the goal-oriented programming paradigm shift.
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Tech Frontiers·1 min
Codex CLI 0.128.0 Adds /goal Command: The AI Coding Agent That Won't Stop Until the Job Is Done
OpenAI Codex CLI 0.128.0 adds the /goal command, implementing an agentic loop via prompt engineering that keeps executing until the goal is met or the token budget runs out.
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Tech Frontiers·2 min
The Ultimate AI System Prompt Leak: GPT-5.5, Claude Opus 4.7, Gemini, and More Exposed
A GitHub repo with 40K stars has leaked system prompts from ChatGPT, Claude, Gemini, Grok, and Perplexity. Here's what it reveals about AI security.
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