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architecture
Shopify's Aquifer, in the Open
Shopify bet that an agent's corpus is the compounding asset. We made the same bet, with two differences: we keep the signal instead of the chat, and we built it for many companies instead of one.
Burak Emre Kabakcı memory
Filesystem vs Database for Agent Memory
Agents need a workspace to think in and a warehouse to remember in. The filesystem is for ephemeral work. The memory layer is for durable organizational knowledge.
Burak Emre Kabakcı mcp
MCP Is Overengineered, Skills Are Too Primitive
MCP HTTP is great for external services. MCP stdio is redundant. And most skill systems are just prompt text with no reproducibility. Here's what we built instead.
Burak Emre Kabakcı announcement
Introducing Lobu
From a Slack bot to multi-tenant OpenClaw infrastructure — the story behind Lobu.
Burak Emre Kabakcı