Blog

The Agent Loop Is the New SaaS

Software used to mean buying a vertical tool for every function. Now you build the loop instead. A loop that watches your data and acts is the business logic SaaS sold you, except you own it. Here is how to build one on Lobu.

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.

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.

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.

Introducing Lobu

From a Slack bot to multi-tenant OpenClaw infrastructure — the story behind Lobu.