DEVOPS
Axiom Log-Budget Burn-Rate Forecaster
Reads Axiom ingest volume on a schedule, projects month-end log usage against your contracted budget, and posts a burn-rate forecast to Slack with a clear over/under verdict.
How it runs
The automated pipeline, trigger to output.
- TriggerEvery 4 hours
- ActionQuery Axiom month-to-date ingest bytesAxiom
- LogicProject to month-end and compare to budget
- LogicClassify on-track / watch / overage
- OutputPost burn-rate forecast to SlackSlack
What it does
Every few hours this workflow pulls month-to-date ingested bytes from Axiom, computes the daily burn rate, and linearly projects total usage to the last day of the month. It compares that projection against your contracted ingest budget and posts a verdict — on track, watch, or projected overage — to a Slack ops channel.
When to use it
Run this when your Axiom plan has a monthly ingest cap and a surprise overage charge would hurt. It gives the team a daily-ish heads-up while there's still time to act, instead of a bill shock at cycle close.
How it works
- 1A schedule fires every 4 hours.
- 2Query Axiom for month-to-date ingested bytes across all datasets.
- 3Compute burn rate = MTD bytes / days elapsed, then project to days-in-month.
- 4A logic branch classifies the projection vs. budget into on-track / watch (>85%) / overage (>100%).
- 5Post a formatted forecast card to Slack showing MTD, projected total, percent of budget, and the verdict.
Set it up
What you configure once, before turning it on.
- 1Connect AxiomLog streams, queries, dashboards.
- 2Connect SlackChannels, DMs, threads, mentions.
- 3Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 4Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 5Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
More DevOps workflows
Block costly Hugging Face Space hardware upgrades in PR review
When a pull request changes a Space's hardware config, it estimates the new monthly cost and posts a GitHub PR comment that flags upgrades crossing a budget ceiling.
Auto-spin a Zoom war-room when PagerDuty hits SEV-1
When a PagerDuty incident escalates to a critical severity, this workflow creates a dedicated Zoom meeting and posts the bridge link to the incident's Slack channel so responders…
Page on-call when a Hugging Face Space build is stuck or errored
Polls Hugging Face Space runtime status on a schedule and opens a PagerDuty incident when a Space sits in a build or error state past a deadline, with a Slack heads-up.
Slack-approved pause for idle Hugging Face Spaces
On a daily scan it finds idle paid Spaces and posts an interactive Slack approval; on approve it pauses the Space and logs the decision to a GitHub issue audit trail.
Hugging Face Spaces idle-runtime sweep with auto-pause
On a schedule, scans all Hugging Face Spaces for ones running idle past a threshold, pauses them to stop billing, and posts a Slack summary with the estimated monthly savings.
Open a Zoom war-room from a Datadog multi-alert storm
When a Datadog monitor crosses a critical threshold, this workflow dedupes against active incidents, and only for a genuinely new outage it creates a Zoom bridge.
Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.
Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.