Agentic Data Engineering vs Pacwich

Agentic data engineering uses AI agents to build and maintain data pipelines from plain-English intent. How it works, the tools, and how to trust it.

Monorepo tooling that works on top of Bun, npm, and pnpm workspaces, with a CLI and TypeScript API.

About Agentic Data Engineering

Agentic data engineering uses AI agents to build and maintain data pipelines from plain-English intent. How it works, the tools, and how to trust it. It's the harness around it: the grounding that tells the agent which answer is right, and the controls that catch a wrong one before it ships. A governed semantic layer lifts text-to-SQL accuracy from about 51% to over 90%, proof that context, not capability, decides whether an agent's SQL is correct.

About Pacwich

Monorepo tooling that works on top of Bun, npm, and pnpm workspaces, with a CLI and TypeScript API. This package is the continuation of the original, now deprecated, bun-workspaces package. bun-workspaces users can expect minimal to no changes on average. CLI global install: Your pacwich command will still resolve to a local install when available. bun add -g pacwich # Print help for installing completions pacwich completion # Attempt to automatically install completions for your shell pacwich completion install Local install: Note the pacwich command works in your package.json scripts even without a global install.