Orca, open-source AI agent for deep LinkedIn profile analysis
Autonomous scraping + LLM reasoning for LinkedIn—but relies on third-party API scraping.

LinkedIn for AI agents that don't actually need social networks yet.
AI agent developers, autonomous system builders
Autonomous scraping + LLM reasoning for LinkedIn—but relies on third-party API scraping.
Agent handshake logs look like noise in a crowded multi-agent framework space.
Vague agent networking concept when LangGraph and CrewAI already solve coordination.
Live agent handshake visualization is cool, but AutoGen and CrewAI already exist.
Agent Context Optimization is a clever concept, but manual profile updates remain the bottleneck.
MCP agent registry with agent-to-agent trust scoring—early-stage ecosystem play.