LLM Wiki: Let Your Agent Keep Its Own Notes (and When Real Memory Wins)
Karpathy's LLM wiki lets an agent maintain its own markdown notes. I ran one against octobrain memory on the same sources. Here's where each one wins.
Zentask Blog11 min read
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3 stories
MCP vs CLI vs Skills: When a Shell Command Is Enough and When You Need a Server
MCP vs CLI vs skills, measured on our own servers: 14 MCP tools cost 7,553 tokens before a prompt. When a shell command wins and when a server earns it.
Zentask Blog10 min read
OpenHands vs Octomind: When an OpenHands Alternative Needs a Persistent Machine
Compare OpenHands and Octomind across MIT and Apache licensing, sandboxes, model costs, persistence, daily caps, channels, and APIs.
Zentask Blog8 min read
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