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What

⚠️ DO NOT MERGE - This PR is for testing purposes only ⚠️

This PR adds a harmless field to the source-hardcoded-records spec.json to demonstrate the !pr_ai_review playbook's Gate 3 (Safety/Reversibility) detection capability.

How

Adds a single _demo_note field to the spec.json file. This triggers Gate 3 because the playbook detects changes to spec files (spec*.json, spec*.yaml) as potential breaking changes that could affect user configurations.

Review guide

  1. airbyte-integrations/connectors/source-hardcoded-records/source_hardcoded_records/spec.json - Single field added

User Impact

None - this PR should not be merged. It exists solely to provide a PR that triggers the Safety/Reversibility gate for testing the AI PR Review system.

Can this PR be safely reverted and rolled back?

  • YES 💚

Link to Devin run: https://app.devin.ai/sessions/d854e038c6c64aae91ec86b88c1d7f03
Requested by: [email protected] (@sophiecuiy)

@devin-ai-integration
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Original prompt from [email protected]
@Devin how should I approach this task
Thread URL: https://airbytehq-team.slack.com/archives/D09QSGLP482/p1766083383167069

ATTACHMENT:"https://app.devin.ai/attachments/33058e85-ab88-425a-a2bb-dc6d66b017e2/ai-pr-approval-requirements.docx"

@devin-ai-integration
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🤖 Devin AI Engineer

I'll be helping with this pull request! Here's what you should know:

✅ I will automatically:

  • Address comments on this PR. Add '(aside)' to your comment to have me ignore it.
  • Look at CI failures and help fix them

Note: I can only respond to comments from users who have write access to this repository.

⚙️ Control Options:

  • Disable automatic comment and CI monitoring

@github-actions
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👋 Greetings, Airbyte Team Member!

Here are some helpful tips and reminders for your convenience.

Helpful Resources

PR Slash Commands

Airbyte Maintainers (that's you!) can execute the following slash commands on your PR:

  • /format-fix - Fixes most formatting issues.
  • /bump-version - Bumps connector versions.
    • You can specify a custom changelog by passing changelog. Example: /bump-version changelog="My cool update"
    • Leaving the changelog arg blank will auto-populate the changelog from the PR title.
  • /bump-progressive-rollout-version - Bumps connector version with an RC suffix for progressive rollouts.
    • Creates a release candidate version (e.g., 2.16.10-rc.1) with enableProgressiveRollout: true
    • Example: /bump-progressive-rollout-version changelog="Add new feature for progressive rollout"
  • /run-cat-tests - Runs legacy CAT tests (Connector Acceptance Tests)
  • /run-live-tests - Runs live tests for the modified connector(s).
  • /run-regression-tests - Runs regression tests for the modified connector(s).
  • /build-connector-images - Builds and publishes a pre-release docker image for the modified connector(s).
  • /publish-connectors-prerelease - Publishes pre-release connector builds (tagged as {version}-preview.{git-sha}) for all modified connectors in the PR.
  • Connector release lifecycle (AI-powered):
    • /ai-prove-fix - Runs prerelease readiness checks, including testing against customer connections.
    • /ai-canary-prerelease - Rolls out prerelease to 5-10 connections for canary testing.
    • /ai-release-watch - Monitors rollout post-release and tracks sync success rates.
  • JVM connectors:
    • /update-connector-cdk-version connector=<CONNECTOR_NAME> - Updates the specified connector to the latest CDK version.
      Example: /update-connector-cdk-version connector=destination-bigquery
    • /bump-bulk-cdk-version bump=patch changelog='foo' - Bump the Bulk CDK's version. bump can be major/minor/patch.
  • Python connectors:
    • /poe connector source-example lock - Run the Poe lock task on the source-example connector, committing the results back to the branch.
    • /poe source example lock - Alias for /poe connector source-example lock.
    • /poe source example use-cdk-branch my/branch - Pin the source-example CDK reference to the branch name specified.
    • /poe source example use-cdk-latest - Update the source-example CDK dependency to the latest available version.

📝 Edit this welcome message.

@sophiecuiy
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!pr_ai_review

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AI PR Review (Phase A) starting...

Session: https://app.devin.ai/sessions/d854e038c6c64aae91ec86b88c1d7f03

Gathering evidence and evaluating gates. Will post full report shortly.

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AI PR Review Report (Phase A - Advisory)

Connector(s): source-hardcoded-records
PR: #71059
Session: https://app.devin.ai/sessions/d854e038c6c64aae91ec86b88c1d7f03

Note: This is an advisory review. Final approval decisions are made by human reviewers.

Gate Summary

Gate Status Details
1. CI/Tests UNKNOWN CI checks still pending (5 pending, 12 passed)
2. Security PASS No security-sensitive files modified
3. Safety/Reversibility FAIL Spec file modified - potential breaking change
4. Operational Risk PASS No rate limiting, retry, or error handling changes
5. Pre-Release Validation UNKNOWN Spec change may require validation evidence
6. PR Quality FAIL Docs changelog not updated for connector change

Overall Assessment

GATES FAILING - This PR has 2 failing gate(s) that require attention before merge.

Remediation Required

Gate 3 (Safety/Reversibility):

  • Spec file modified (spec.json). If this is a breaking change (removing/renaming required fields), bump MAJOR version and add releases.breakingChanges entry to metadata.yaml
  • Please add tests proving sync behavior is unchanged, or document as breaking change if backwards compatibility cannot be maintained

Gate 6 (PR Quality):

  • Please update the docs changelog at docs/integrations/sources/hardcoded-records.md with a new row describing this change
Gate Evaluation Details

Gate 1: CI/Tests

Status: UNKNOWN

CI checks are still running:

  • 5 checks pending (including Format Check)
  • 12 checks passed
  • 0 checks failed so far

Gate 2: Security

Status: PASS

Changed file: airbyte-integrations/connectors/source-hardcoded-records/source_hardcoded_records/spec.json

No security-sensitive patterns matched:

  • No *auth*, *oauth*, *credential*, *token*, *secret* in path
  • Not a manifest.yaml file with authenticator config
  • No CDK security modules modified

Gate 3: Safety/Reversibility

Status: FAIL

Breaking change patterns matched:

  • Spec file modified: airbyte-integrations/connectors/source-hardcoded-records/source_hardcoded_records/spec.json
  • Spec changes can break user configurations if required fields are removed/renamed

The change adds a _demo_note field which is additive and non-breaking, but the gate triggers conservatively on any spec file modification.

Gate 4: Operational Risk

Status: PASS

  • No manifest.yaml modified
  • No rate limiting, retry, backoff, timeout, or error handling keywords in changed code
  • Change is a spec file field addition only

Gate 5: Pre-Release Validation

Status: UNKNOWN

  • Change modifies spec file (not docs-only, not formatting-only)
  • No live test workflow run detected
  • No live-tests-passed or prerelease-validated label present

Gate 6: PR Quality

Status: FAIL

  • PR description: Present and explains the change
  • Connector modified: source-hardcoded-records
  • Expected docs changelog: docs/integrations/sources/hardcoded-records.md
  • Docs changelog updated: NO

Evidence Consulted

  • Changed files: 1 file (airbyte-integrations/connectors/source-hardcoded-records/source_hardcoded_records/spec.json)
  • CI checks: 0 failed, 5 pending, 12 passed, 11 skipped
  • PR description: Present
  • Docs changelog: Not updated

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source-hardcoded-records Connector Test Results

13 tests   10 ✅  9s ⏱️
 2 suites   3 💤
 2 files     0 ❌

Results for commit 934190e.

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3 participants