← scaletozero.cloud

Fixed-fee implementation · 48 hours

Agent spend guardrails, installed in 48 hours. You pay when the acceptance test passes.

Not a dashboard. Not a report. We wire hard spend controls directly into your agent stack, prove they trigger with a controlled spend-burst test you watch, and hand you the keys. If the test fails, you owe nothing.

48h
From kickoff to live
€5,000
Fixed, one time
0 upfront
Pay on accepted test

Why this exists

According to the operator's published disclosure, one Codex prompt spawned 826 agents and burned $78,000 with no alerts and no caps. We wrote the teardown. The lesson is blunt: watching a dashboard does not stop a runaway. The controls have to live in the run path, at agent speed.

The asymmetry: your local token counters and your vendor's billing ledger are two different instruments, and nobody reconciles them in real time. Every startup running agents in production is one bad prompt away from a five-figure invoice.

What gets installed

How the 48 hours work

  1. Kickoff (hour 0).
    One call with your engineering lead. We map your agent stack: frameworks, model providers, the layer where we can meter and enforce.
  2. Installation (hours 1–36).
    We implement the spawn budget, spend caps, metering layer, audit sink, and alerting against your actual stack. Your engineer is available for questions; we do the work.
  3. Acceptance test (hours 36–48).
    We run a controlled spend-burst test against the new guardrails while you watch: the run must terminate on budget breach and the alert must reach your Slack. You sign the test result. That signature is the invoice trigger.
€5,000
fixed fee · one workload · paid when you sign the acceptance test

The test is agreed before we start: a controlled spend burst must terminate on budget breach, the alert must reach your channel, and the audit log must show the full sequence. If any of that fails, you owe nothing and we remove everything we installed.

No retainer. No per-seat pricing. No percentage of savings. One number, agreed before we start, paid when the system proves itself in front of you.

Two workloads: the €10,000 committed scope

If you run agents in two production workloads, we scope both at signature: €5,000 for the first implementation, €5,000 for the second. The first ships in 48 hours; the second on a separately agreed window. Each milestone is invoiced only after its own signed acceptance test. One signature, one decision date, no phased maybe-later.

Why this exists: a single workload is €5,000 of protection. Two workloads is the full commitment — and the only structure where the economics make sense for both sides.

The math

What teams pay todayTypical cost
CloudZero AI Signals at $100K AWS spend~$1,500 / month, forever
nOps$149 / month + ~20% of savings
One unmonitored agent runaway$6,500 – $78,000, once
48-hour guardrail implementation, pay on accepted test€5,000, one time

What we need from you

That is the entire ask. 48 hours, then we hand you the keys. Your security team reviews the exact permission scopes on the kickoff call before anything is granted.

Supported stacks, rollback, and the test itself

Supported stacks. We implement at the layer you control: an LLM proxy (LiteLLM, Portkey, OpenRouter), a framework wrapper (LangChain, CrewAI, OpenAI Agents SDK, custom), or cloud-native metering (AWS Bedrock / SageMaker with CloudWatch + Lambda enforcement). If your agents run somewhere we cannot meter and terminate, we tell you on the scoping call and you owe nothing.

Rollback. Every component we install is removed on request, in one documented procedure, with no residual permissions. The 48-hour window includes a rollback drill: we remove the guardrails and confirm your stack is byte-identical to before we started.

The acceptance test, agreed in writing before we start.

You sign the test result. That signature triggers the invoice. If any check fails, we fix it inside the 48 hours or you owe nothing.

Who this is for

Startups running AI agents against real workloads: coding agents, support agents, research agents, anything with tool access and a billing meter. If your agents only run in a sandbox with no spend, you do not need this yet.

Who is behind this

I am Indiko jabua, a solo founder. I built ScaleToZero after watching teams burn five figures on cloud spend nobody flagged. This is not a SaaS signup and not an agency black box: you work with me directly, I install the guardrails in your stack, and I hand you the keys.

Book the scoping call.

15 minutes. We confirm your stack is compatible and book the 48-hour window. If it is not a fit, we tell you on the call and you owe nothing.

Request scoping call

Related: One prompt. 826 agents. $78,000. Nobody noticed. — the incident teardown behind this offer. Figures are the victim's published evidence. Deploy draft, Sep 29, 2026.