nucleusos.hashnode.devThe $1,000 OpenClaw Token Burn (and How Local Engrams Fix It)Why OpenClaw Needs "Local Engrams" (and Why Cloud RAG is Too Slow) AI agents are finally actually doing things on our desktops. The OpenClaw wave (204k stars 🦞) is proof that local agentic workflows are the future. But there's a problem every develo...2d ago·2 min read
nucleusos.hashnode.devEngrams & SQLite: Solving AI Context Amnesia with Nucleus-MCPWhy do our local AI agents (Cursor, Windsurf, Claude) forget everything? Because we're treating cognitive memory like throwaway logs. I just released v1.0.7 of Nucleus-MCP, a sovereign command deck for AI agents. It implements a local-first memory mo...2d ago·1 min read
nucleusos.hashnode.devHow I synced Cursor, Claude, and Windsurf with one shared brain (MCP)The "AHA" moment for me wasn't when I first used an AI coder. It was when I realized I was fragmented. I’d do a deep architectural brainstorm in Claude, switch to Cursor to implement, and then jump into Windsurf to use its agentic flow. But Claude di...Feb 10·2 min read