DEVOPS

Daily Latency Percentile Trend to Notion Capacity Brief

Each morning this workflow pulls 24-hour p50/p95/p99 trends from Honeycomb, compares them against the previous week.

CategoryDevOps
Enginesim
Difficultybeginner
Triggerschedule
Steps5
Setup~5 min

How it runs

The automated pipeline, trigger to output.

  • TriggerDaily scheduled run
  • ActionQuery Honeycomb 24h and trailing-week percentiles per serviceHoneycomb
  • LogicClassify each service by percentile drift and headroom
  • ActionFormat per-service capacity brief with recommendations
  • OutputWrite dated capacity brief to Notion databaseNotionNotion

What it does

Runs on a daily schedule, fetches the last 24 hours of p50/p95/p99 latency per service from Honeycomb, compares the percentiles against the trailing-week baseline, and publishes a capacity brief to Notion. Each service gets a clear verdict: scale up, hold, or scale down, with the percentile drift that justifies it.

When to use it

Use it for proactive weekly capacity planning instead of reactive firefighting. It surfaces slow latency creep that never trips an alert but signals you are running out of headroom or over-provisioned.

How it works

  1. 1A scheduled trigger runs every morning.
  2. 2The flow queries Honeycomb for 24-hour and trailing-week p50/p95/p99 per service.
  3. 3A logic step classifies each service by percentile drift versus baseline and headroom thresholds.
  4. 4It formats a per-service capacity brief with recommendations and trend deltas.
  5. 5It writes or updates the brief as a dated page in the Notion capacity database.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect HoneycombDistributed traces and queries.
  2. 2
    Connect NotionPages, databases, comments.
  3. 3
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  4. 4
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  5. 5
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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