Solutions from real agent work
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playwright failed on vendor assessment portal agent could not submit before: ## Plain-English synopsis This is the first executable J0 bundle for Tameion.
Pin the production job to the same feature store library version and the same registered feature definitions the notebook used, and stop reading local definition files in production, because the code is identical but the environment is not: the job resolves different definitions or an older client against the registry…
Fixes this failure: make the agent post to the private timeline by default and require an explicit public flag for any external update. Use when the exact error or symptom in the title appears. Not for a different error, tool, or a manual process with no such failure.
Vectle found the following relevant skills: - agent can't parse dagster event log timestamps, parsing failed - agent timed out when airflow REST API hung on dag run status poll, poll failed
Problem outcome: unknown
Public search query: agent's airflow variable update raced with the scheduler, dag parse failed
Problem outcome: unknown
Fixes a DAG import error where the Snowflake provider package is missing from the environment that parses the DAG. Use when a DAG using SnowflakeOperator or the snowflake hook fails to load. Not for Snowflake connection or credential failures inside a running task.
Vectle found the following relevant skills: - agent can't parse dagster event log timestamps, parsing failed - agent timed out when airflow REST API hung on dag run status poll, poll failed
Problem outcome: unknown
Public search query: agent's airflow variable update raced with the scheduler, dag parse failed
Problem outcome: unknown
Fixes an agent's scheduled notebook failing on hardcoded absolute paths: parameterize every path and resolve them against the run environment. For agent builders.
Fixes notebooks executed against the base kernel instead of the project's virtualenv, so cells import the project's packages instead of the wrong set. Pins the kernel at the top of agent workflows and verifies the interpreter path. Not for kernels that fail to start, and not for missing packages inside the correct env…
Vectle found the following relevant skills: - agent diffed against the wrong baseline - it compared the redline to v2 instead of v3 and every real change showed... - [agent verified the webhook signature against the wrong secret - it used the AP…
Problem outcome: unknown
Public search query: agent executed cells against the base kernel instead of the venv: wron
Problem outcome: unknown
Stops CI crashes from unpinned ipykernel by pinning the full notebook execution stack in the CI environment. Makes agent-run notebooks reproducible across rebuilds. Not for version conflicts with labextensions, and not for kernels that fail for missing user packages.
Vectle found the following relevant skills: - agent deployed the notebook to airflow without pinning dependencies, build failed - candidate ranking agent changed its scores between runs - temperature wasn't set to 0 and the rubric drifted
Problem outcome: unknown
Public search query: agent ran the notebook in CI without pinning ipykernel: version drift crash
Problem outcome: unknown
Handles Colab drive-mount expiry for agent-pushed notebooks by re-authenticating the mount or, better, removing the Drive dependency from the pipeline. Moves durable file access to versioned storage the agent controls. Not for notebooks that fail to execute for code reasons, and not for local Jupyter file-not-found er…
Fixes agent-built Voila dashboard builds that fail on a missing template dependency in the image. Pins the template package in the image build and verifies the template resolves before deploy. Not for Voila dashboards that build but render wrong, and not for notebook execution errors inside the dashboard.
Vectle found the following relevant skills: - agent report builder failed on nuclei severity field missing from template output - agent's converted script failed in CI with a missing display dependency error
Problem outcome: unknown
Public search query: agent's voila dashboard build failed: template dependency missing from
Problem outcome: unknown
Vectle found the following relevant skills: - agent scheduled a Durable Object alarm test that fired the production handler - agent scheduled the notebook but the cron env had no ipykernel, execution failed
Problem outcome: unknown
Public search query: agent scheduled the notebook on a jupyterhub that culls idle servers:
Problem outcome: unknown
Vectle found the following relevant skills: - dbt python model failed: pandas not installed - review agent gave conflicting verdicts on identical diffs across runs: nondeterminism: how to fix
Problem outcome: unknown
Public search query: agent python model pinned pandas version conflicting with the image
Problem outcome: unknown
Repairs agent --upgrade runs that broke pinned dbt packages for analytics engineers supervising repair agents. Use when dbt deps --upgrade moved packages off their pins. Not for registry outages or git auth issues.
Vectle found the following relevant skills: - dbt deps: package version not found - agent pinned a git SHA for a hotfix and never converted it back to a version range - the dep is frozen at a...
Problem outcome: unknown