📋 Copy Blueprint Command { } Inspect JSON API Ground-Truth Source ↗

⚡ 1-Click Agent & Developer Install

Zero Auth · Ready for Grok Bot, Claude Code & Cursor

### 1. Problem & Operational Bottleneck Generate realistic, deterministic, zero-PII seed snapshots for ephemeral PR preview databases in Neon and Supabase. Built and battle-tested in production workflows by **@steipete** (Peter Steinberger (@steipete)). ### 2. Target Architecture & Required Stack - **Neon MCP** - **Supabase MCP** - **GitHub MCP** ### 3. Step-by-Step Implementation Blueprint 1. Connect Neon MCP, Supabase MCP, GitHub MCP and verify read-only access to the target workspace. 2. Run the discovery query for 'Production-to-Preview PII Scrubber & Database Seeding Blueprint' to establish baseline metrics and identify anomalies. 3. Generate a structured remediation or execution artifact with full source citations and diffs. 4. Stage any mutating actions behind an explicit human approval gate and verify final state. ### 4. Copy-Paste Agent Execution Prompt ```markdown Execute the 'Production-to-Preview PII Scrubber & Database Seeding Blueprint' (devops-preview-db-anonymized-seed-pipeline) blueprint with Neon MCP, Supabase MCP, GitHub MCP. Goal: Generate realistic, deterministic, zero-PII seed snapshots for ephemeral PR preview databases in Neon and Supabase. First inspect live state in read-only mode, validate all identifiers and metrics, and output a concrete action plan with verification commands before making any changes. ``` ### 5. Verification & Safety Guardrails - **Human-in-the-Loop Gate:** All external communications, production database mutations, and billing actions stage an explicit review diff before execution. - **Deterministic Telemetry:** Every run logs structured JSON output, latency metrics, and source citations so operators can audit every decision.

Tags: #neon-mcp#supabase-mcp#github-mcp#blueprint#engineering

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