Bright Data Production Readiness Gate
Overview
Make production promotion a fail-closed evidence decision. A green connectivity test is insufficient without target authorization, schema and data controls, secret ownership, backpressure, observability, and a tested rollback.
Prerequisites
- A release candidate tied to an approved workload manifest
- Staging results for success and documented failure classes
- Named service, data, security, finance, and rollback owners
Instructions
Step 1: Validate authority
Read approvals and Grep runtime configuration for unlisted targets, fields, products, zones, or delivery destinations. Verify public-data scope and recipient and retention decisions.
Step 2: Validate controls
Confirm secret-manager binding, environment isolation, egress allowlists, redirect denial, byte, record, and job ceilings, adaptive backpressure, redacted telemetry, and idempotent processing.
Step 3: Exercise failure paths
Write or Edit tests for revoked credentials, policy 403, 429, provider 5xx, snapshot failure or expiry, malformed schema, oversized delivery, duplicate delivery, and downstream outage.
Step 4: Canary and decide
Run a bounded approved canary through the deployment workflow. Compare authorization, success, error, latency, cost, and data-quality thresholds; promote only with a rollback receipt.
Tool Discipline
Use Read and Grep for release-evidence inspection. Use Write and Edit for missing tests, manifests, runbooks, and the decision record. This skill does not change production credentials, zones, traffic, or delivery destinations.
Output
- Pass or fail matrix for authority, safety, reliability, cost, and data
- Canary metrics and explicit promotion decision
- Rollback trigger, procedure, owner, and proof
Examples
Release one worker with a low job and byte ceiling and an approved test target. Promote only after duplicate delivery, policy denial, secret redaction, schema quarantine, and rollback drills all produce their expected receipts.
Error Handling
| Failure | Meaning | Response |
|---|---|---|
| A required owner has not approved | Release authority is incomplete | Keep the candidate staged |
| Rollback depends on an untested old zone | Recovery is speculative | Run the rollback drill before promotion |
| Canary produces unexpected fields | Data contract drifted | Quarantine results and fail the gate |