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ShiZhen AI
ShiZhen AI
Mar 29, 2026 · Artificial Intelligence

Why DeerFlow 2.0’s 48k Stars Have Developers Talking Worldwide

DeerFlow 2.0, the open‑source Agent harness from ByteDance that quickly amassed over 48 000 GitHub stars, is dissected across five dimensions—sub‑agents, sandbox isolation, long‑term memory, Skill ecosystem, and MCP integration—to explain its architecture, deployment workflow, real‑world use cases, and the community’s mixed enthusiasm.

AI agentsAgent HarnessDeerFlow
0 likes · 17 min read
Why DeerFlow 2.0’s 48k Stars Have Developers Talking Worldwide
Black & White Path
Black & White Path
Mar 10, 2026 · Information Security

Inside OpenClaw Skill Market: Popularity, Threats, and Defense Strategies

The article analyzes OpenClaw’s rapidly growing Skill ecosystem, exposing over 600 malicious plugins hidden among 13,000+ skills, details four poisoning techniques, presents a multi‑source detection pipeline with AI‑driven semantic audit, and offers practical defenses for both enterprises and ordinary users.

AI securityAgentArmorOpenClaw
0 likes · 18 min read
Inside OpenClaw Skill Market: Popularity, Threats, and Defense Strategies
Data Thinking Notes
Data Thinking Notes
Jan 25, 2026 · Artificial Intelligence

Why Anthropic Switched from Specialized Agents to Skills—and What It Means for AI Development

Anthropic’s technical blog explains the shift from building domain‑specific agents to creating reusable Agent Skills, detailing the new code‑centric paradigm, progressive disclosure, skill ecosystem, real‑world examples in finance and healthcare, and the emerging architecture that unifies agents, runtimes, MCP servers, and skill libraries.

AI agentsAgent SkillsClaude
0 likes · 14 min read
Why Anthropic Switched from Specialized Agents to Skills—and What It Means for AI Development