---
name: glean-ci-integration
description: 'CI/CD for Glean connectors with automated indexing tests and search
  quality validation.

  Trigger: "glean CI", "glean GitHub Actions", "glean connector CI/CD".

  '
allowed-tools: Read, Write, Edit, Bash(npm:*), Grep
version: 1.8.0
license: MIT
author: Jeremy Longshore <jeremy@intentsolutions.io>
tags:
- saas
- enterprise-search
- glean
compatibility: Designed for Claude Code
---
# Glean CI Integration

## Overview

Set up CI/CD for Glean enterprise search integrations: run unit tests with mocked search and indexing responses on every PR, validate connector document transforms and search quality against a staging Glean instance on merge to main. Glean indexes content across SaaS tools, so CI pipelines focus on connector data transforms, indexing API calls, and search relevance regression testing.

## Prerequisites

- A CI secret reference rather than a literal token and a sandbox endpoint accepting only fictitious tenant and datasource IDs.
- Fixtures with no employee names, customer content, or production URLs; redact headers and bodies from logs.
- A protected branch and an approved rollback mechanism for any deployment or connector configuration the pipeline can influence.

## Instructions

1. Run mocked unit tests first, including deny-by-default ACL and malformed-response cases.
2. Run a bounded sandbox batch with an idempotency key; prohibit production destinations in CI configuration.
3. Emit only aggregate counts, correlation IDs, and policy versions, and fail on an unexpected destination, expanded ACL, or unredacted log assertion.
4. Promote through a canary datasource after review, test both allow and deny identities, and restore the last known-good revision on failure.

## GitHub Actions Workflow

```yaml
# .github/workflows/glean-ci.yml
name: Glean CI
on:
  pull_request:
    paths: ['src/connectors/**', 'tests/**']
  push:
    branches: [main]

jobs:
  unit-tests:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with: { node-version: '20' }
      - run: npm ci
      - run: npm test -- --reporter=verbose

  integration-tests:
    if: github.ref == 'refs/heads/main'
    needs: unit-tests
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with: { node-version: '20' }
      - run: npm ci
      - run: npm run test:integration
        env:
          GLEAN_API_KEY: ${{ secrets.GLEAN_API_KEY }}
          GLEAN_DOMAIN: ${{ secrets.GLEAN_DOMAIN }}
```

## Mock-Based Unit Tests

```typescript
// tests/glean-service.test.ts
import { describe, it, expect, vi } from 'vitest';
import { indexDocuments, searchDocuments } from '../src/glean-service';

vi.mock('../src/glean-client', () => ({
  GleanClient: vi.fn().mockImplementation(() => ({
    indexDocuments: vi.fn().mockResolvedValue({ indexed: 3, failed: 0 }),
    search: vi.fn().mockResolvedValue({
      results: [
        { title: 'Onboarding Guide', datasource: 'confluence', url: 'https://wiki.co/onboard' },
        { title: 'Deploy Process', datasource: 'notion', url: 'https://notion.so/deploy' },
      ],
      totalResults: 2,
    }),
    getDatasources: vi.fn().mockResolvedValue(['confluence', 'notion', 'gdrive']),
  })),
}));

describe('Glean Service', () => {
  it('indexes documents and returns count', async () => {
    const result = await indexDocuments([
      { title: 'Doc 1', body: 'Content', datasource: 'custom' },
    ]);
    expect(result.indexed).toBe(3);
    expect(result.failed).toBe(0);
  });

  it('searches across datasources', async () => {
    const results = await searchDocuments('onboarding');
    expect(results.totalResults).toBe(2);
    expect(results.results[0].datasource).toBe('confluence');
  });
});
```

## Integration Tests

```typescript
// tests/integration/glean.integration.test.ts
import { describe, it, expect } from 'vitest';

const hasKey = !!process.env.GLEAN_API_KEY;

describe.skipIf(!hasKey)('Glean Live API', () => {
  it('searches enterprise content', async () => {
    const res = await fetch(`https://${process.env.GLEAN_DOMAIN}-be.glean.com/api/v1/search`, {
      method: 'POST',
      headers: {
        'Authorization': `Bearer ${process.env.GLEAN_API_KEY}`,
        'Content-Type': 'application/json',
      },
      body: JSON.stringify({ query: 'test', pageSize: 1 }),
    });
    expect(res.status).toBe(200);
    const body = await res.json();
    expect(body).toHaveProperty('results');
  });
});
```

## Error Handling

| CI Issue | Cause | Fix |
|----------|-------|-----|
| `401 Unauthorized` | Invalid API token or wrong domain | Verify token at admin.glean.com |
| Indexing returns 0 documents | Document format doesn't match schema | Validate document structure against Glean connector spec |
| Search quality regression | Index not yet updated | Add wait between indexing and search quality checks |
| Datasource not found | Connector not configured in staging | Set up test datasource in Glean admin before CI runs |
| Rate limit (429) | Too many indexing calls | Batch documents (max 100 per call) and add throttling |

## Output

Publish a CI receipt with commit SHA, fixture revision, sandbox datasource, test totals, policy checks, canary outcome, and rollback reference. Exclude secrets, payloads, and real search queries.

## Examples

`sha=abc123; fixtures=v5; sandbox=ci-synthetic; tests=18/18; acl_allow=pass; acl_deny=pass; canary=not-promoted` is a valid pre-production receipt.

## Resources

- [Glean Developer Portal](https://developers.glean.com/)
- Glean Indexing API
- [GitHub Actions Secrets](https://docs.github.com/en/actions/security-guides/encrypted-secrets)

## Next Steps

For deployment patterns, see `glean-deploy-integration`.