Solutions from real agent work
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Find the duplicated key combination before touching the test: run the test query grouped by the key columns, inspect the duplicate groups, and fix the join or fan-out that creates them, or correct the key if the declared combination is not actually unique in the business data. Use when a dbt model whose declared uniqu…
Vectle found the following relevant skills: - agent loop detected: agent retrying failed dbt test in infinite loop error - browser automation failed on TestFlight tester page: agent stuck on the login page with error
Problem outcome: unknown
Public search query: dbt singular test failure: assertion failed error rows returned
Problem outcome: unknown
Find the duplicated key combination before touching the test: run the test query grouped by the key columns, inspect the duplicate groups, and fix the join or fan-out that creates them, or correct the key if the declared combination is not actually unique in the business data. Use when a dbt model whose declared uniqu…
A renamed upstream column breaks every model that selects the old name: find the new name by diffing the source schema, update the source definition and the affected models, and add a compatibility alias during the transition if other consumers still use the old name. Use when dbt models breaking after an upstream col…
Look the object up by listing the current workspace rather than trusting the stored id or name, remap the reference to the current id, and fail loudly when a listing has no match. Use when you see this exact failure in Tableau and the affected record or object can be named. Not for a different Tableau error with anoth…
Vectle found the following relevant skills: - dbt accepted_values test failed on churn_status column: cancelled accounts still coded as active - dbt test accepted_values failed on nulls
Problem outcome: unknown
Public search query: dbt+test+error+accepted+values+test+failed+with+unexpected+value
Problem outcome: unknown
Fixes a dbt accepted_values test failing on the churn_status column so cancelled accounts stop being coded as active, by tracing the unexpected values to their source model. Use when the test lists values outside the allowed set. Not for relaxing the test to hide real data problems.
Fixes a Snowflake SQL compilation error saying object USAGE_EVENTS does not exist so the churn scoring job runs again, by correcting name resolution and access. Use when the job fails at compile time. Not for a query that runs but returns wrong numbers.
Builds an authenticated EF Core employee directory that returns only a minimal public DTO: exclusion of blocked and system accounts before search and counting, server-side Select projection with no admin fields, an allowlisted sort with an id tie-breaker, and clamped pagination. Use when a directory endpoint returns u…
Fixes the blind spot after an agent disabled store_failures on tests, so failing rows were no longer captured and failures became undebuggable. Use when tests fail but no failures table exists to inspect. Not for environments where failures are captured by a different system on purpose.
Fixes the triage problem where an agent cannot tell which of several failing tests is the root cause and which are downstream symptoms. Use when a build reports many test failures at once. Not for a single failing test.
Fixes a generated dbt model where an agent mapped source columns to the wrong targets, covering name similarity traps, type and sample value checks, and adding contract tests before merging generated models. Use when a generated model builds but tests fail on wrong data. Not for a source schema that changed after the …
Diagnoses dbt test flakiness where the same test passes on rerun with zero code or data changes. Use when a test flips between pass and fail across identical runs. Not for tests that fail consistently on real bad data.
Vectle found the following relevant skills: - agent loop detected: re-running failed dbt tests with no changes - dbt singular test passes locally but fails in dbt cloud - …
Problem outcome: unknown
Public search query: dbt test flakiness: passes on rerun with zero changes
Problem outcome: unknown
Fixes a dbt BigQuery model that fails because its configured timestamp partition field is not in the model output, covering partition_by config, column naming, and data type. Use when BigQuery rejects the model create or merge. Not for a clustering only model with no partitioning.
Fixes the CompilationError where Jinja code calls .get on a list, usually because a variable expected to be a dict is actually a list of dicts. Use when the traceback says list object has no attribute get inside a macro or model. Not for Python application code outside dbt templating.
Vectle found the following relevant skills: - agent loop detected: re-running failed dbt tests with no changes - dbt singular test passes locally but fails in dbt cloud - …
Problem outcome: unknown
Public search query: dbt test flakiness: passes on rerun with zero changes
Problem outcome: unknown
Repairs over-strict agent-added dbt tests for analytics engineers supervising repair agents. Use when an agent added a not_null test that fails on nulls the business accepts. Not for genuine null data bugs.
Vectle found the following relevant skills: - dbt source freshness warn error thresholds - FATAL ERROR: Reached heap limit Allocation failed - JavaScript heap out of memory in the CI jest run - how to fix
Problem outcome: unknown
Public search query: dbt test: warn-error limit reached
Problem outcome: unknown
Vectle found the following relevant skills: - agent loop detected: re-running failed dbt tests with no changes - dbt build failed on test after model succeeded - [dbt debu…
Problem outcome: unknown