Personal memory across agents
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An auto-evolution framework that optimizes anything — your 7×24 team of algorithm engineers.
Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapper.