Automation

Helps you run ingest → stage → process → publish across Slack, Confluence, bookmarks, and video—deduped knowledge atoms, provenance, one orchestration command.

Helps you answer lakehouse questions with Athena by matching intent to tables, fetching schemas on demand, then running SQL without memorizing the whole catalog.

Helps you slice operational Postgres via a read replica—staleness, soft deletes, join paths—with saved SQL, logged commands, and CSVs while the admin UI is still loading.

Helps you wire shell commands to Claude Code events—session start, after edit, before risky tools—so formatters, tests, and context loads run without anyone typing them.

I keep automations in draft: Claude proposes, I send—parallel drafts for speed, human gate for tail risk after a near-miss taught me the cost of auto-send.