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sky-lattice/docs/decisions/D002-llm-as-front-door.md
VG 611ad214fe Initial Sky Lattice scaffold: blueprint, platformctl, and docs. 
Encode intent/decision/plan workflow for Snowflake platform delivery so engagements share a durable recipe instead of one-off LLM chats.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-07-15 01:48:36 -04:00

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D002 — LLM as front door only

  • Status: active
  • Date: 2026-07-15

Decision

Cursor/Claude Code skills are an optional UX that load customer intent.yaml + decisions/ and invoke platformctl. The LLM must not emit unaudited GRANT/SQL as the system of record.

Why

Session N+1 with TF state recovers what exists, not why. Skills + decision files fix amnesia without putting the model in the apply path.

Alternatives rejected

  • Free-form chat regenerating the whole platform each time
  • Requiring every customer engineer to use an agent IDE (CLI-only path remains first-class)