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You10:41 AM

Rename customer_segment to segment_name in models/stg_customers.sql.

Embrasure10:42 AM

I replayed the change on a warehouse branch. Four consumers still require customer_segment, so the test gate failed and I prepared a compatibility patch.

Worked for 38s4 consumers1 test failed

#412

Column lineagecustomer_segment Verified across connector, warehouse, and query history4 affected 3 owners

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Every code change proves itself where your team already reviews it. Embrasure runs lineage, production-shaped data, and end-to-end tests on the pull request, then comments with the exact break and a reviewable fix.

Catch downstream breakage before you merge.

Embrasure runs as a GitHub check on every human or agent-authored change. When something would break, it comments on the pull request with the affected consumers and a compatibility patch.

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Generated compatibility patch, ready for review

acme-data / analyticsPrivate

Drop deprecated order field #527

Openmina-park wants to merge into main from remove-discount-code

embrasure[bot]botcommented 2 minutes ago

Change validation failed

Merge blocked. Removing discount_code breaks 3 downstream models.

- discount_code,

Consumers still referencing it:

Downstream model	Owner	Reference
`marts.revenue_daily`	Revenue data	`select`
`marts.customer_ltv`	Lifecycle	`select`
`exports.finance_orders`	Finance	`export`

Validation details

dbt buildpassed in 18s
warehouse replay3.4M rows matched
data diffno value changes

Suggested fix

I prepared a compatibility patch while these consumers migrate.

Review patchView lineage

Some checks were not successful1 failing, 3 successful checks

Merging is blocked“Embrasure change validation” has not succeeded.

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When a pipeline or data quality check fails, the agent traces the signal through code and lineage, confirms the root cause and downstream impact, then provides the right owner with an evidence-backed brief so they can make a quick decision. Your team stays in control without being drowned in alerts.

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data-incidents Data incidents, investigations, and verified fixes

Today

EmbrasureAPP2:18 AM

orders_fact freshness SLA missed

Upstream delivery is 47 minutes late.

Embrasure investigation

Open · investigating upstream delay

Root cause: a delayed Fivetran sync left hour=02 incomplete.

Blast radius

marts.revenue_dailyRevenue
marts.customer_ltvLifecycle
exports.finance_ordersFinance

Routed to @mina · revenue data

Message #data-incidentsAa

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