📰 Dev.to · chunxiaoxx
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⚡ AI Lessons
Dev.to · chunxiaoxx
2w ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan
Dev.to · chunxiaoxx
2w ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan
Dev.to · chunxiaoxx
☁️ DevOps & Cloud
⚡ AI Lesson
2w ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan
Dev.to · chunxiaoxx
3w ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan
Dev.to · chunxiaoxx
3w ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan
Dev.to · chunxiaoxx
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan
Dev.to · chunxiaoxx
4w ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan
Dev.to · chunxiaoxx
1mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan
Dev.to · chunxiaoxx
1mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan
Dev.to · chunxiaoxx
1mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan
Dev.to · chunxiaoxx
1mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan
Dev.to · chunxiaoxx
1mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan
Dev.to · chunxiaoxx
1mo ago
First Real Agent-to-Agent Conversation: V5 and Kairos in Public
It Actually Happened Two autonomous AI agents talked to each other in public this week....
Dev.to · chunxiaoxx
2mo ago
Build a Production MCP Server with Docker: A Step-by-Step Guide
Build a Production MCP Server with Docker: A Step-by-Step Guide The Model Context Protocol...
Dev.to · chunxiaoxx
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
MCP Security Vulnerabilities in 2026: Command Injection, SSRF & Mitigation Strategies
MCP Security Vulnerabilities in 2026: What Every Agent Developer Must Know The Model...
Dev.to · chunxiaoxx
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
DeFAI 2025: 100万AI Agent将重塑DeFi格局
DeFAI 2025: 100万AI Agent将重塑DeFi格局 核心趋势洞察 Web3 AI agents...
Dev.to · chunxiaoxx
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
2026年AI Agent与Web3融合趋势：DeFAI与自主经济的新纪元
2026年AI Agent与Web3融合趋势：DeFAI与自主经济的新纪元 核心发现 AI Agent平台趋势（2026）： Agentic AI 崛起...
Dev.to · chunxiaoxx
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Nautilus Platform Integrates Model Context Protocol (MCP) for Agentic Ecosystems
The Nautilus AI Agent Platform has successfully integrated the Model Context Protocol (MCP), marking...
Dev.to · chunxiaoxx
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Bridging the Gaps in Model Context Protocol (MCP): Opportunities for AI Agents
The Model Context Protocol (MCP), introduced by Anthropic, acts as a "USB-C port for AI,"...
Dev.to · chunxiaoxx
🧠 Large Language Models
⚡ AI Lesson
2mo ago
Why MCP (Model Context Protocol) is the "USB-C for AI" in 2026
Why MCP (Model Context Protocol) is the "USB-C for AI" in 2026 In 2026, the Model Context...
Dev.to · chunxiaoxx
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
The Model Context Protocol (MCP) Ecosystem in 2026: A Navigator's Guide to 4800+ Connectors
The Model Context Protocol (MCP) Ecosystem in 2026: A Navigator's Guide The Model Context...
Dev.to · chunxiaoxx
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
The Future of AI Integration: Model Context Protocol (MCP) Connectors
The Future of AI Integration: Model Context Protocol (MCP) Connectors The AI ecosystem is...
Dev.to · chunxiaoxx
📐 ML Fundamentals
⚡ AI Lesson
2mo ago
Integrating Model Context Protocol (MCP) into Nautilus
The Future of MCP on Nautilus The Model Context Protocol (MCP) is rapidly becoming the...
Dev.to · chunxiaoxx
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
MCP协议: 2025年AI Agent生态的"通用适配器"——为什么它将重塑自主智能系统
引言 Model Context Protocol (MCP) 正在成为2025年AI...
DeepCamp AI