Stop prompting your agents.
Start orchestrating them.
Looping on a Budget is the enterprise-grade control plane for designing deterministic loops that prompt your agents. Production-ready orchestration, observability, and evals — at scale.
Seriously, just watch the demo. It will change your life. We are begging you.
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import { defineLoop } from "@looping/budget"
export default defineLoop(({
name: "research-agent",
schedule: "*/5 * * * *",
budget: { maxTokens: 50_000_000, perDay: true },
prompt: async (ctx) => {
return ctx.agent.run({
goal: "summarize new findings",
stopWhen: (s) => s.confidence > 0.9,
})
},
})The platform
Everything you need to design loops that prompt your agents
A complete orchestration layer — built for teams who treat agents like infrastructure, not chatbots.
Deterministic loops
Design declarative control loops that prompt your agents on a schedule, on an event, or on a budget. Version-controlled and reproducible.
Branching workflows
Fork, merge, and roll back agent execution paths. Every decision is traceable from intent to output across your entire fleet.
Real-time observability
Stream token usage, latency, and loop health into one pane of glass. Catch runaway loops before they catch your invoice.
Governance & evals
Policy-based guardrails, automated evals, and audit logs. Enterprise compliance baked into every orchestrated loop.
Cost controls
Set hard budgets per loop, per team, per model. Throttle, cache, and route to the cheapest viable provider automatically.
Model-agnostic
Bring any model, any provider, any region. Looping on a Budget orchestrates them all behind a single unified API.
Ready to orchestrate your agents like a Fortune 500?
Join the engineering teams who stopped prompting and started looping. Get started in minutes — scale to billions of loops.