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serpapi-sdk-patterns

Production-ready SerpApi client patterns with caching, typing, and multi-engine support. Use when building search services, implementing result caching, or wrapping SerpApi with typed responses. Trigg

serpapi-security-basics

Secure SerpApi API keys and prevent credit abuse. Use when storing API keys, implementing backend proxies, or auditing SerpApi access patterns. Trigger: "serpapi security", "serpapi API key security",

serpapi-upgrade-migration

Migrate between SerpApi client versions and handle package changes. Use when upgrading from google-search-results to serpapi package, or handling API response schema changes. Trigger: "upgrade serpapi

serpapi-webhooks-events

Implement SerpApi async search callbacks and scheduled search monitoring. Use when setting up search monitoring, SERP tracking pipelines, or async search result retrieval. Trigger: "serpapi webhooks",

algolia-common-errors

Diagnose and fix the top Algolia API errors: 400, 403, 404, 429, ApiError, RetryError, and indexing failures. Trigger: "algolia error", "fix algolia", "algolia not working", "debug algolia", "algolia

algolia-core-workflow-a

Implement Algolia search with filters, facets, highlighting, and pagination. The primary money-path workflow: search records, apply filters, display results. Trigger: "algolia search", "search with al

algolia-cost-tuning

Optimize Algolia costs: understand search request vs record pricing, reduce operations with batching and caching, monitor usage via Analytics API. Trigger: "algolia cost", "algolia billing", "reduce a

algolia-debug-bundle

Collect Algolia debug evidence: index stats, API key ACLs, query logs, and network diagnostics for support tickets. Trigger: "algolia debug", "algolia support bundle", "collect algolia logs", "algolia

algolia-hello-world

Create a minimal working Algolia example — index records and search them. Use when starting a new Algolia integration, testing your setup, or learning the saveObjects/searchSingleIndex pattern. Trigge

algolia-install-auth

Install and configure the Algolia JavaScript v5 client with proper API key management. Use when setting up a new Algolia integration, configuring Application ID and API keys, or initializing the algol

algolia-local-dev-loop

Configure Algolia local development with separate dev index, mocking, and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle wit

algolia-prod-checklist

Execute Algolia production readiness checklist: index settings, key security, replica configuration, monitoring, and rollback procedures. Trigger: "algolia production", "deploy algolia", "algolia go-l

algolia-rate-limits

Handle Algolia rate limits and throttling: per-key limits, indexing queue limits, 429 responses, and backoff strategies. Trigger: "algolia rate limit", "algolia throttling", "algolia 429", "algolia re

algolia-security-basics

Apply Algolia security best practices: API key scoping, secured API keys, frontend vs backend key separation, and key rotation. Trigger: "algolia security", "algolia API key security", "secure algolia

algolia-upgrade-migration

Upgrade algoliasearch from v4 to v5 with breaking change detection and codemod. Use when upgrading SDK versions, detecting deprecations, or migrating initIndex patterns. Trigger: "upgrade algolia", "a

exa-core-workflow-a

Execute Exa neural search with contents, date filters, and domain scoping. Use when building search features, implementing RAG context retrieval, or querying the web with semantic understanding. Trigg

fireflies-core-workflow-b

Search across Fireflies.ai transcripts, use AskFred AI, and build meeting analytics. Use when searching meeting history, querying Fred AI assistant, or aggregating meeting data for reports. Trigger wi

serpapi-common-errors

Diagnose and fix SerpApi errors: invalid keys, exhausted credits, blocked searches. Use when SerpApi returns errors, empty results, or unexpected status codes. Trigger: "serpapi error", "fix serpapi",

serpapi-core-workflow-a

Google Search scraping with SerpApi -- organic results, knowledge graph, answer boxes. Use when building search-powered features, SEO monitoring, or extracting structured data from Google results. Tri

serpapi-cost-tuning

Optimize SerpApi costs by reducing credit consumption and choosing the right plan. Use when analyzing search usage, reducing monthly costs, or implementing credit-saving strategies. Trigger: "serpapi

serpapi-debug-bundle

Collect SerpApi debug diagnostics: account status, recent searches, and error logs. Use when troubleshooting SerpApi issues, checking credit usage, or preparing support tickets. Trigger: "serpapi debu

serpapi-hello-world

Run your first SerpApi search -- Google, Bing, or YouTube results as JSON. Use when starting with SerpApi, testing search queries, or learning the structured result format. Trigger: "serpapi hello wor

serpapi-install-auth

Install SerpApi client and configure API key authentication. Use when setting up SerpApi for search result scraping, configuring API keys, or initializing the serpapi Python/Node package. Trigger: "in

serpapi-reference-architecture

Production architecture for SerpApi search services with caching, monitoring, and multi-engine support. Use when designing search features, building SERP tracking systems, or architecting search-power