---

name: glean-sdk-patterns description: 'Apply production-ready Glean API patterns with typed clients, batch indexing, pagination, and error handling.

Trigger: "glean SDK patterns", "glean best practices", "glean API client".

' allowed-tools: Read, Write, Edit version: 1.8.0 license: MIT author: Jeremy Longshore jeremy@intentsolutions.io tags:

• saas
• enterprise-search
• glean compatibility: Designed for Claude Code

---

Glean SDK Patterns

Overview

Production-ready patterns for the Glean enterprise search platform. Glean uses POST-based REST endpoints for both search and indexing. Search queries go to the Client API while document ingestion uses the Indexing API. A structured client centralizes token management, enforces batch pagination for bulk indexing, and provides typed responses for search results.

Singleton Client

let _client: GleanClient | null = null;
export function getClient(): GleanClient {
  if (!_client) {
    const domain = process.env.GLEAN_DOMAIN, key = process.env.GLEAN_API_KEY;
    if (!domain || !key) throw new Error('GLEAN_DOMAIN and GLEAN_API_KEY must be set');
    _client = new GleanClient(domain, key);
  }
  return _client;
}
class GleanClient {
  private base: string; private h: Record<string, string>;
  constructor(domain: string, key: string) {
    this.base = `https://${domain}/api`;
    this.h = { 'Authorization': `Bearer ${key}`, 'Content-Type': 'application/json' };
  }
  async search(query: string, opts: { pageSize?: number; datasource?: string } = {}) {
    const r = await fetch(`${this.base}/client/v1/search`, { method: 'POST',
      headers: { ...this.h, 'X-Glean-Auth-Type': 'BEARER' },
      body: JSON.stringify({ query, pageSize: opts.pageSize ?? 20,
        requestOptions: opts.datasource ? { datasourceFilter: opts.datasource } : undefined }) });
    if (!r.ok) throw new GleanError(r.status, await r.text()); return r.json() as Promise<GleanSearchResponse>;
  }
  async indexDocuments(datasource: string, docs: GleanDocument[]): Promise<void> {
    const r = await fetch(`${this.base}/index/v1/indexdocuments`, {
      method: 'POST', headers: this.h, body: JSON.stringify({ datasource, documents: docs }) });
    if (!r.ok) throw new GleanError(r.status, await r.text());
  }
  async bulkIndex(ds: string, docs: GleanDocument[], batch = 100): Promise<void> {
    for (let i = 0; i < docs.length; i += batch) await this.indexDocuments(ds, docs.slice(i, i + batch));
  }
}

Error Wrapper

export class GleanError extends Error {
  constructor(public status: number, message: string) { super(message); this.name = 'GleanError'; }
}
export async function safeCall<T>(operation: string, fn: () => Promise<T>): Promise<T> {
  try { return await fn(); }
  catch (err: any) {
    if (err instanceof GleanError && err.status === 429) { await new Promise(r => setTimeout(r, 3000)); return fn(); }
    if (err instanceof GleanError && err.status === 401) throw new GleanError(401, 'Invalid GLEAN_API_KEY');
    throw new GleanError(err.status ?? 0, `${operation} failed: ${err.message}`);
  }
}

Request Builder

class GleanSearchBuilder {
  private body: Record<string, any> = {};
  query(q: string) { this.body.query = q; return this; }
  datasource(ds: string) { this.body.requestOptions = { datasourceFilter: ds }; return this; }
  pageSize(n: number) { this.body.pageSize = Math.min(n, 100); return this; }
  cursor(token: string) { this.body.cursor = token; return this; }
  facets(fields: string[]) { this.body.facetFilters = fields; return this; }
  build() { return this.body; }
}
// Usage: new GleanSearchBuilder().query('onboarding docs').datasource('confluence').pageSize(10).build();

Response Types

interface GleanDocument {
  id: string; title: string; url: string;
  body: { mimeType: string; textContent: string };
  author?: { email: string }; updatedAt?: string;
}
interface GleanSearchResponse {
  results: Array<{ document: GleanDocument; snippets: string[]; score: number }>;
  totalResults: number; cursor?: string;
}
interface GleanDatasource { name: string; displayName: string; documentCount: number; lastCrawledAt: string; }

Testing Utilities

export function mockDocument(o: Partial<GleanDocument> = {}): GleanDocument {
  return { id: 'doc-001', title: 'Onboarding Guide', url: 'https://wiki.example.com/onboarding',
    body: { mimeType: 'text/plain', textContent: 'Welcome to the team...' },
    author: { email: 'hr@example.com' }, updatedAt: '2025-03-01T00:00:00Z', ...o };
}
export function mockSearchResponse(n = 3): GleanSearchResponse {
  return { results: Array.from({ length: n }, (_, i) => ({
    document: mockDocument({ id: `doc-${i}` }), snippets: ['...match...'], score: 0.95 - i * 0.1 })), totalResults: n };
}

Error Handling

Pattern	When to Use	Example
safeCall wrapper	All search and index calls	Structured error with operation context
Retry on 429	Bulk indexing pipelines	3s delay before retry
Batch pagination	Indexing > 100 documents	bulkIndex with batch tracking
Auth validation	Client init	Fail fast on missing GLEAN_API_KEY

Prerequisites

• A typed client boundary, secret-manager-backed configuration, and a sandbox base URL allowlist.
• Contract fixtures containing fictional data plus an explicit error and retry budget.
• A policy that unknown ACL, destination, or response shape fails closed rather than falling back to a broad client.

Instructions

1. Construct clients from environment-specific, scoped configuration and reject missing or production-unsafe destinations.
2. Centralize request validation, bounded response parsing, redacted telemetry, and idempotency keys in the client boundary.
3. Model authorization and partial failure explicitly; never convert a denied result into an empty success or retry writes without a key.
4. Test client behavior against fixtures for malformed payloads, rate limits, deny-by-default ACLs, and rollback of a failed submission.

Output

Produce a client-contract receipt showing SDK revision, target environment, request/response schema revisions, fixture results, error classification, observability fields, and rollback behavior. Do not log credentials, query text, or document bodies.

Examples

sdk=v3; env=sandbox; contract=search-r5; malformed=blocked; 429=backoff; deny=preserved; telemetry=redacted captures a safe client result.

Resources

• Glean Developer Portal

Next Steps

Apply patterns in glean-core-workflow-a.