DEVOPS

Weekly Noisy-Logger Digest: Rank Log Sources and Log Cleanups in Notion

Each week, ranks Axiom log sources by ingest and cost, attributes each to the deploys that changed its volume.

CategoryDevOps
Enginesim
Difficultyintermediate
Triggerschedule
Steps5
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerWeekly schedule starts the digest
  • ActionQuery Axiom 7-day ingest + cost per log sourceAxiom
  • ActionPull Vercel deploy history, attribute volume changesVercelVercel
  • LogicFilter to sources above cost floor, flag growth
  • OutputUpsert ranked cleanup rows into Notion databaseNotionNotion

What it does

Builds a weekly leaderboard of your costliest log sources and turns it into a living cleanup backlog in Notion. It connects each noisy source to the deploys that moved its volume, so prioritization is grounded in cause, not guesswork.

When to use it

Use it for steady-state cost governance rather than incident response. Good for platform teams that hold a weekly review and want a durable, ranked record of which loggers to trim next.

How it works

  1. 1A weekly schedule kicks off the digest run.
  2. 2It queries Axiom for ingest bytes and projected cost per log source over the trailing seven days, sorted descending.
  3. 3It pulls the week's Vercel deploy history and attributes each source's volume change to the deploys in its window.
  4. 4A logic step filters to sources above a cost floor and flags week-over-week growth.
  5. 5It upserts one row per flagged source into a Notion database with cost, trend, attributed deploys, and an owner, ready for triage.

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 NotionPages, databases, comments.
  4. 4
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  5. 5
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  6. 6
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

14-day trial. No DevOps. No Sales call. Provisioned in under a minute.