How we made web agents 3x faster by building the missing memory layer

Reduck, an MCP server for browser automation, turns repeated browser operations into scripts that an agent can call again. Its product description separates understanding a website and building an automation, which the site says happens once with an AI agent, from running the saved script on later requests as plain code. The intended benefit is avoiding another sequence of model decisions for every repeated operation.

That reuse also creates a maintenance requirement: websites can change and break an existing script. Reduck says it can run an agent again to repair the automation rather than rebuilding it from scratch. The supported design is therefore a loop of creating, reusing and repairing browser scripts, with AI involved when the saved procedure needs to change. These are the vendor's own claims about its design, and no performance measurement is cited here. The product FAQ explains this division of work.