FINANCE

Hourly run-rate spike guardrail → deploy correlation → Teams alert + ticket

Hourly it checks near-real-time spend run-rate against an expected envelope, and on a breach correlates the jump to the most recent deploy via Axiom and Vercel.

CategoryFinance
Enginesim
Difficultyadvanced
Triggerschedule
Steps6
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerHourly schedule triggers run-rate check
  • ActionPull spend metrics and project hourly run-rateAxiom
  • LogicCompare projection against expected envelope
  • ActionCorrelate breach to latest deploy via VercelVercelVercel
  • ActionAlert finance-eng Microsoft Teams channelMicrosoft Teams
  • OutputFile Linear ticket tracking the run-rate breachLinearLinear

What it does

Instead of waiting for the daily bill, this workflow watches your cloud spend run-rate hourly. When the projected run-rate breaks out of its expected envelope, it correlates the breach against the most recent deploys in Axiom and Vercel to name the change responsible, then alerts the finance-eng Teams channel and opens a tracking ticket so a runaway cost is caught within the hour.

When to use it

Use it for workloads where a bad deploy can burn meaningful money fast and a once-a-day check is too slow. It is the early-warning guardrail that fires before a spike becomes a full day of overspend.

How it works

  1. 1An hourly schedule triggers the run-rate check.
  2. 2It pulls recent spend metrics and projects the current hourly run-rate.
  3. 3A guardrail compares the projection against the expected envelope.
  4. 4On breach it queries Axiom and Vercel for the latest deploys to correlate the cause.
  5. 5It posts an alert to the finance-eng Microsoft Teams channel with the suspect deploy.
  6. 6It files a Linear ticket to track the run-rate breach to resolution.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect AxiomLog streams, queries, dashboards.
  2. 2
    Connect VercelDeploys, runtime logs, analytics.
  3. 3
    Connect Microsoft TeamsChannels, chats, files.
  4. 4
    Connect LinearIssues, projects, cycles, triage.
  5. 5
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  6. 6
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  7. 7
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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