Loop engineering · running unattended

Stop prompting. Ship loops that run while you sleep.

A loop is more than a prompt. It's a recurring job with memory. It remembers context, watches for change, and acts on a schedule, stopping only at the guardrail you set. This console is the white-label shell: one codebase, any brand, your loops persisted underneath.

…Loops defined

…Running now

…Total runs logged

…Awaiting a human

Plan

Decompose the recurring goal into steps the loop can run on its own.

Apply

Execute against live connectors: email, CRM, calendar, data.

Unify

Reconcile results into shared state and memory across workspaces.

Loop

Re-arm on schedule, or pause at the guardrail and ask a human.

The six things that make a loop run

Every loop in the board below is assembled from these primitives.

Scheduled runs

Cron-driven automations that fire without anyone typing.

Workspaces

Isolated lanes so agents work in parallel without colliding.

Skills

Codified procedures that customize what an agent can do.

Connectors

MCP servers that bridge the apps your work already lives in.

Sub-agents

Specialists a loop delegates to, then folds results back in.

State & memory

Durable storage so a loop remembers across every run.

Loop board

Loops persist in the database under each tenant.

White-label shell · loops stored in Netlify Database · back to Orchest AI