enable Persistent AI Workflows: Filesystem Agents Remember What Sandboxes Forget

Lovable can take you from "I want a SaaS landing page" to a deployed URL with a working checkout in under ten minutes. v0 will spit out a polished component before your coffee's ready. Bolt will scaffold an entire app from a paragraph. That speed is real, it is genuinely impressive, and it is the right tool for a specific job — early prototyping, internal demos, the customer conversation where you need pixels on a screen right now. Sandbox-style agents are fast because they forget.

That last clause is the one nobody says out loud. The session ends, you close the tab, and the agent's working memory — the conversation, the half-built file you didn't notice, the reasoning behind that weird conditional render — evaporates. What survives is whatever got exported or deployed.

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This is an excerpt. Read the full post at otf-kit.dev/blog/a-filesystem-agent-remembers — full-stack kits your AI coding agent can actually ship to production. Browse the kits →