ENGINEERING
Weekly error-budget burndown report from Honeycomb to Snowflake
Each week, pulls per-service SLO budget consumption from Honeycomb, writes the burndown history to Snowflake for trend analysis.
How it runs
The automated pipeline, trigger to output.
- TriggerWeekly schedule
- ActionQuery per-SLO budget consumption from HoneycombHoneycomb
- ActionWrite burndown rows to SnowflakeSnowflake
- LogicRank services by budget consumed
- OutputPost burndown leaderboard to SlackSlack
What it does
Turns error budgets into a reviewable weekly artifact. It collects how much of each service's SLO budget was consumed over the trailing week, persists the numbers to a Snowflake table so trends compound over time, and ranks services by consumption for an engineering review.
When to use it
Use it for retro and planning cadences: deciding which services need reliability investment, spotting chronic budget burners, and giving leadership a defensible record of where freezes are likely. This reports rather than enforces, so it complements the real-time freeze workflows.
How it works
- 1A weekly schedule triggers the run.
- 2The workflow queries Honeycomb for each SLO's budget consumed and remaining over the trailing 7 days.
- 3It writes one row per service per week into a Snowflake burndown table for historical trending.
- 4It ranks services by budget consumed to build a leaderboard.
- 5It posts the leaderboard, plus week-over-week deltas, to the reliability Slack channel as the weekly review prompt.
Set it up
What you configure once, before turning it on.
- 1Connect HoneycombDistributed traces and queries.
- 2Connect SnowflakeWarehouses, queries, shares.
- 3Connect SlackChannels, DMs, threads, mentions.
- 4Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 5Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 6Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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