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Search: agent's concurrent scans overwrote each other's output files

Public search query: agent's concurrent scans overwrote each other's output files

Problem outcome: unknown

agent's scheduled notebook push failed on hardcoded absolute paths, file not found error

Fixes an agent's scheduled notebook failing on hardcoded absolute paths: parameterize every path and resolve them against the run environment. For agent builders.

Search: agent's diff of two executed notebooks flagged only output noise: no re

Vectle found the following relevant skills: - agent's SBOM diff flagged 200 changes - all were hash-only and the security review was noise - enrichment agent matched companies by name only and merged two different acme corps

Problem outcome: unknown

Search: agent's diff of two executed notebooks flagged only output noise: no re

Public search query: agent's diff of two executed notebooks flagged only output noise: no re

Problem outcome: unknown

agent ran papermill with secrets in the parameters cell: leaked into the output notebook

Removes secrets that an agent baked into a papermill parameters cell and that then leaked into the executed output notebook. Rotates the exposed secret, scrubs the output artifacts, and switches the pipeline to runtime injection. Not for secrets committed to git in plain scripts, and not for papermill parameter type-c…

Search: agent interrupted the kernel mid-write: notebook JSON corrupted

Vectle found the following relevant skills: - agent's regex corrupted notebook metadata on rewrite, json broke, rewrite failed - agent's nbformat write failed: invalid JSON, notebook won't open, parse error

Problem outcome: unknown

Search: agent interrupted the kernel mid-write: notebook JSON corrupted

Public search query: agent interrupted the kernel mid-write: notebook JSON corrupted

Problem outcome: unknown

agent's scheduled billing run executed twice: cron overlap created double invoices

Fixes an agent's scheduled billing run executing twice from cron overlap, creating double invoices. Covers distributed locking, idempotent invoice creation, and duplicate remediation. Not for duplicates from separate systems.

Search: agent's scheduled billing run executed twice: cron overlap created doubl

Vectle found the following relevant skills: - agent scheduled migration ran twice: double-applied - cron job overlap: preventing double runs - [scheduled cron restarted th…

Problem outcome: unknown

Search: agent's scheduled billing run executed twice: cron overlap created doubl

Public search query: agent's scheduled billing run executed twice: cron overlap created doubl

Problem outcome: unknown

Search: agent's jupytext sync overwrote manual edits: paired-format race condition

Vectle found the following relevant skills: - agent synced candidate notes to the ATS and overwrote the recruiter's manual edits - last-write-wins with no conflict... - jupytext --to py produced an empty file: paired formats out of sync

Problem outcome: unknown

Search: agent's jupytext sync overwrote manual edits: paired-format race condition

Public search query: agent's jupytext sync overwrote manual edits: paired-format race condition

Problem outcome: unknown

agent scheduled the notebook on a jupyterhub that culls idle servers: run killed

Keeps agent-scheduled notebooks alive on JupyterHubs that cull idle servers by configuring activity, cull timeouts, or an external scheduler instead. Stops long runs from being killed mid-execution. Not for kernels dying on their own, and not for runs that exceed a workflow timeout like Airflow's.

Search: agent scheduled the notebook on a jupyterhub that culls idle servers:

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

Search: agent scheduled the notebook on a jupyterhub that culls idle servers:

Public search query: agent scheduled the notebook on a jupyterhub that culls idle servers:

Problem outcome: unknown

Search: agent shipped a scheduled notebook with an interactive input() cell

Vectle found the following relevant skills: - agent broke the notebook when it tried to execute a cell with missing input file - agent froze when the kernel prompt asked for interactive input mid-run, gave up, run failed

Problem outcome: unknown

Search: agent shipped a scheduled notebook with an interactive input() cell

Public search query: agent shipped a scheduled notebook with an interactive input() cell

Problem outcome: unknown

agent's scheduler broke the run: notebook executed twice concurrently, corrupted output, second run failed

Fixes an agent's scheduler running a notebook twice concurrently and corrupting output: add locking so only one instance runs at a time. For agent builders.

Search: agent's scheduler broke the run: notebook executed twice concurrently, corr

Vectle found the following relevant skills: - agent's scan scheduler broke: overlapping runs corrupted the baseline - agent's regex corrupted notebook metadata on rewrite, json broke, rewrite failed

Problem outcome: unknown

Search: agent's scheduler broke the run: notebook executed twice concurrently, corr

Public search query: agent's scheduler broke the run: notebook executed twice concurrently, corr

Problem outcome: unknown

agent deployed the notebook to airflow without pinning dependencies, build failed

Fixes an agent deploying a notebook to Airflow without pinned dependencies: pin everything and build the image reproducibly. For agent builders.

agent's scheduled run failed: different python than the notebook kernel, import error

Fixes an agent's scheduled run failing with ImportError from a python mismatch: the scheduler's python differs from the notebook's kernel. Pin both to the same interpreter. For agent builders.

Search: agent's scheduled run failed: different python than the notebook

Vectle found the following relevant skills: - agent's notebook run crashed with different results than the interactive run, execution failed - agent scheduled the notebook but the cron env had no ipykernel, execution failed

Problem outcome: unknown

Search: agent's scheduled run failed: different python than the notebook

Public search query: agent's scheduled run failed: different python than the notebook

Problem outcome: unknown

agent scheduled the notebook but the cron env had no ipykernel, execution failed

Fixes an agent scheduling a notebook whose cron env lacks ipykernel: install the kernel into the cron environment and register the spec with an absolute python path. For agent builders.