The Atlan MCP Cookbook

Safely deprecate unused assets

Verify no active consumers exist, notify owners, then mark assets as deprecated.

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On the menu

Use case
Retire & migrate
Action
Make changes
Persona
Data Engineer
Effort
Moderate
Runs in
any AI tool

The task

Scenario. You want to retire legacy_orders_v1, an old table you are fairly sure nothing reads anymore. But "fairly sure" is how cleanups become incidents: one forgotten dashboard still pointed at it, and deprecating it breaks a Monday report. Before you touch it, you want proof it is safe, the owners of anything still on it warned, and the countdown posted on the asset itself.

The ask

  • What still depends on it — downstream consumers, traced hop by hop, each with its owner
  • Usage as a second signal where the asset has it — when it was last queried
  • If it's safe: a deprecation announcement, 30-day notice, the table marked deprecated, and the reason recorded

Hero prompt

Hero prompt

I want to deprecate the legacy_orders_v1 table. First check whether anything still depends on it: walk its downstream lineage a hop at a time and give me each consumer with its owner. If usage data is available for the table, also tell me when it was last queried. If it's safe, add a deprecation notice saying it will be removed in 30 days, mark it deprecated, and record the reason — otherwise list the owners to warn first.

Step by step

  1. Trace what still depends on it.

    Step 1

    Walk <table>'s downstream lineage one hop at a time and list each downstream consumer with its owner.

  2. Add usage as a second check, where it's available.

    Step 2

    If <table> carries usage data, also show when it was last queried; treat it as safe to retire only if there are no live consumers and — where usage exists — no recent reads.

  3. Deprecate it and record why.

    Step 3

    Add a deprecation notice (removed in <30 days>), mark <table> deprecated, and set the deprecation reason and date.

What you'll give it

Required context

  • The asset to retire (legacy_orders_v1)
  • Lineage populated, so "downstream" is real and not empty by accident
  • Permission to add announcements and change asset status

Optional context

  • The removal window (defaults to 30 days) and the replacement to point people to
  • A standard deprecation message to reuse across retirements
  • A deprecation custom-metadata field (status, date, reason) if you track retirements there, so the record stays queryable
  • Usage/query history is only available on some assets (typically warehouse tables, not BI); where it's missing, ownership and lineage carry the decision

What Atlan creates

Outputs

  • A dependency read: the downstream consumers found tracing outward from legacy_orders_v1, each with its owner and certification — plus, where the table carries usage data, when it was last queried
  • A deprecation announcement on the table with the 30-day notice and the replacement
  • legacy_orders_v1 set to Deprecated
  • A deprecation record in custom metadata (status, date, reason), so the retirement is queryable later, not just a notice on the page

Summary. You get a go or no-go picture in one pass. Empty impact list means deprecate with confidence; not empty means you have the exact owners to warn first. The countdown lives on the asset, so no one is surprised on removal day.

Writes to Atlan

Changed: the status flag, one announcement, and a deprecation record (status, date, reason) in custom metadata on legacy_orders_v1. Left untouched: the data, and every downstream asset, which are surfaced but never edited; nothing is dropped or moved.

Follow-up prompts

Keep going once the first answer lands.

Warn the dependents directly

Warn the dependents directly

For each downstream consumer, draft a one-line migration note pointing to <replacement table> and post it as an announcement on that consumer too.

Batch the family, with a gate

Batch the family, with a gate

Do the same for every table in the legacy_orders_* family, but only deprecate the ones with zero downstream consumers; list the rest for me to review.

The pre-delete re-check

The pre-delete re-check

It's been 30 days. Show which deprecated tables still have active consumers, so I know which are not safe to drop.

Tips & troubleshooting

Cook's note

Never skip step one. A "dead" table almost always has one dashboard still quietly on it.

  • Match the tool to the work. This is a read-then-write chain; run it where you see the impact list before it posts the notice, then let it flip the status. Start with the immediate downstream and expand only if you need to, rather than pulling the whole lineage graph at once.
  • Automate or chain it. Point it at a whole schema on a schedule: find tables with no consumers and no queries in 90 days, and draft the deprecation list monthly for approval.
  • Ask what it changed. Add "list which assets you changed and which you only read." For anything that writes to Atlan, that line is your audit trail.
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