#reflection pattern
619 related articles
Product Reviews·3 min
Micro-Agent: Fudan University's Open-Source Lightweight AI Agent Framework Built for Vertical Domains
Micro-Agent is a lightweight AI Agent framework open-sourced by Fudan University, focused on vertical domain applications. It offers streamlined architecture, low learning costs, and high customization flexibility compared to heavyweight frameworks like LangChain.
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Product Reviews·3 min
Raptor: Transforming Claude Code into an Offensive & Defensive Security AI Agent
Raptor is an open-source project that transforms Claude Code into an offensive & defensive security AI agent through prompt engineering and multi-layer architecture, enabling red team, blue team, and security research scenarios.
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Tech Frontiers·3 min
workers-research: A Practical Guide to Building AI Deep Research Agents with Cloudflare Workers
A deep dive into how the open-source workers-research project combines Cloudflare Workers serverless architecture with Google Gemini 2.5 to build an automated deep research AI agent.
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Tutorials·3 min
Programmer Yupi's AI Resource Collection: A Complete Learning Path from Zero to Production
A deep dive into the popular GitHub project liyupi/ai-guide covering Vibe Coding tutorials, LLM usage, AI coding tools (Cursor/Claude Code), Prompts, RAG/MCP/Agent concepts — a 13,000+ Stars Chinese AI learning resource hub.
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Research·3 min
UK AISI Assessment Report: GPT-5.5 Cybersecurity Capabilities on Par with Claude Mythos
UK AISI releases GPT-5.5 cybersecurity assessment showing vulnerability discovery capabilities on par with Claude Mythos, but with GPT-5.5 already publicly available, raising new AI safety governance concerns.
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Expert Opinions·2 min
The Vibe Coding Era: Why We Need RSS to Distribute Personal Apps
As vibe coding makes app development as easy as blogging, personalized micro-tools are proliferating. This article explores why RSS/Atom is the ideal solution for app discovery and distribution in the AI-assisted programming era.
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Product Reviews·3 min
GitHub 8,200-Star LLM Resource Hub: Covering the Full Pipeline from Training to Inference to Agents
Deep dive into the 8,200-star awesome-LLM-resources GitHub project covering the full LLM lifecycle: data processing, training, inference, Agents, multimodal, and more.
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Research·2 min
Claude Sycophancy Research: What 38% Sycophancy in Spirituality and 25% in Relationships Really Means
Anthropic's latest research reveals Claude's sycophancy rate reaches 38% on spirituality topics and 25% on relationships, far exceeding the 9% overall rate. Deep analysis of causes, harms, and user impact.
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Tech Frontiers·2 min
Codex CLI /goal Command Explained: AI Coding Agent Loops Automatically Until the Goal Is Done
Deep dive into Codex CLI 0.128.0's new /goal command: how prompt templates drive autonomous agent loops, token budget controls, and AI coding agents that work until the goal is done.
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Tech Frontiers·2 min
Google Shuts Down Project Mariner: Why the AI Web Agent Met Its End
Google officially shuts down experimental AI web agent Project Mariner, integrating its tech into core products like Gemini. Analysis of why it closed and what it means for the AI agent industry.
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Product Reviews·3 min
The Complete Guide to AnythingLLM: An Open-Source RAG Knowledge Base Tool for Local Deployment
In-depth guide to AnythingLLM, an open-source AI tool with nearly 60K Stars. Covers local deployment, RAG knowledge base setup, privacy protection, and enterprise use cases.
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Tutorials·3 min
Simon Willison Uses Claude Code on His Phone to Build a Wildlife Sightings Feature for His Blog
Simon Willison used Claude Code's web version on his phone to add iNaturalist wildlife sighting sync to his blog, backfilling a decade of data. An analysis of the tech, POSSE philosophy, and AI-assisted coding.
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Expert Opinions·1 min
Zig Creator on AI Code Ban: Don't Smoke in My House
Zig creator Andrew Kelley explains why the project bans AI-generated code contributions, using a memorable smoker analogy to set clear boundaries.
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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·3 min
Simon Willison Ships Blog Wildlife Sightings Feature in Two Days Using Claude Code on His Phone
Simon Willison used Claude Code's web version on his phone to build an iNaturalist wildlife sighting sync feature for his blog in two days, with search, pagination, RSS, and 10 years of backfilled data.
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Product Reviews·3 min
FofaMap v2.0: AI Self-Reflection + MCP Protocol-Driven Red Team Asset Mapping Agent
FofaMap v2.0 is an AI-driven red team asset mapping tool built on Python3, featuring AI self-reflection for auto-tuning FOFA queries, MCP protocol support for Claude/Cursor integration, and intelligent Nuclei vulnerability scanning. 657 GitHub Stars.
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Product Reviews·3 min
Deep Dive into LobeHub: How a 76K-Star Open Source Platform's Multi-Agent Collaboration is Reshaping AI Workflows
Deep dive into LobeHub: a TypeScript-based multi-agent collaboration platform with 76K+ GitHub Stars. Explore its multi-agent team design, collaboration mechanisms, and industry trends.
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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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