drift

Use when writing or changing Kubernetes CustomResourceDefinitions, custom resources, operators or controllers, or before upgrading a cluster.

Use when a plan has independent tasks, several unrelated failures to fix, or work big enough to split across subagents.

Use when a Databricks or Spark job is slow, fails with out-of-memory or executor loss, costs too much, or when tuning Delta tables.

Use when a MongoDB query or aggregation is slow, when explain shows COLLSCAN or an in-memory sort, or when designing indexes for a collection.

Use when a Snowflake query is slow or expensive, a warehouse costs too much, or you are tuning tables, clustering or warehouse sizing.

Use when a Kubernetes pod, deployment or service misbehaves, including CrashLoopBackOff, ImagePullBackOff, Pending pods, OOMKilled, failing probes, 502 or 503…

Use when building or changing a regulated system in finance, healthcare or government that must show who did what, when and why, or when the work involves…

Use when code calculates, stores, moves or displays money, including prices, balances, payments, refunds, interest, fees, taxes, FX, ledgers or invoices.

Use when code handles payment cards such as card numbers, CVV, expiry dates, cardholder names, checkout forms or tokenization, or touches any system in PCI…

Use when code, data, logs, tests or prompts may touch health information such as patient records, claims, diagnoses, prescriptions, lab results or member IDs…

Use when starting any coding session or task in a repo.

Use when writing or changing code - features, bug fixes, refactors - starting feature work in a fresh isolated worktree with a clean baseline, or executing an…