Skill UI

This guide identifies the most common and costly anti-patterns encountered when developing or integrating with Salesforce. It covers critical topics such as SOQL N+1 queries, proper API limit management, preventing SOQL injection, and optimizing data retrieval. Use this resource when reviewing existing Salesforce code, onboarding new developers, or auditing integrations to ensure best performance and scalability.

This guide provides comprehensive methods for load testing and capacity planning specifically for Salesforce integrations. It walks users through calculating API limit budgets, running high-volume performance tests using tools like k6, and optimizing Bulk API throughput. Use this when scaling complex, high-volume, or mission-critical Salesforce processes.

This guide outlines the complete workflow for setting up a fast, reproducible local development environment for Salesforce. It covers initializing SFDX projects, managing scratch orgs, integrating Node.js for backend logic, and configuring hot reload and unit/integration testing using modern tools like Vitest. Ideal for developers aiming for rapid iteration and robust testing cycles.

A comprehensive guide detailing professional data migration strategies for Salesforce. It covers utilizing Bulk API 2.0, implementing ETL patterns, complex schema mapping, and preserving object relationships (parent-child). Ideal for large-scale CRM data transfers, org-to-org migrations, and data re-platforming.

Provides comprehensive observability for Salesforce integrations, covering API limit monitoring, SOQL performance tracking, error rate analysis, and structured logging. Use this skill when building robust, reliable connections to Salesforce, ensuring you track API consumption, detect performance bottlenecks, and set up critical alerting using tools like Prometheus and Grafana.

Master advanced techniques for optimizing Salesforce API interactions. This guide covers optimizing SOQL queries using selective fields and indexed WHERE clauses. It details methods to minimize API calls by utilizing Collections and Composite APIs, implementing metadata caching, and efficiently streaming large result sets via Bulk API 2.0, ensuring stable and high-performance integrations.

This guide implements comprehensive policy guardrails for robust Salesforce integrations. It provides solutions for preventing SOQL injection vulnerabilities, detecting hardcoded credentials, throttling API usage at runtime, and enforcing code quality via custom ESLint rules and CI/CD checks. Use this when building secure, scalable, and compliant Salesforce applications.

A comprehensive, step-by-step checklist for safely deploying Salesforce integrations to a production environment. This guide covers critical stages including pre-deployment configuration, sandbox validation, API limit planning, code quality enforcement, health endpoint checks, and detailed rollback procedures, ensuring smooth and reliable go-live.

A comprehensive guide and implementation pattern for handling Salesforce API quotas and rate limits. Learn how to monitor daily usage, implement exponential backoff with jitter for transient errors (like REQUEST_LIMIT_EXCEEDED), and optimize API calls using bulk operations, caching, and queryMore to ensure stable, high-throughput integrations.

This comprehensive guide teaches how to build fault-tolerant, production-grade Salesforce integrations. It covers key reliability patterns including circuit breakers for API outages, idempotent upserts using External IDs, advanced retry logic with error classification, and graceful degradation using fallback caching. Use it when designing mission-critical services that must remain resilient against network failures and API limits.

A comprehensive guide providing production-ready patterns for integrating with Salesforce using jsforce (TypeScript) and simple-salesforce (Python). These patterns cover essential topics such as implementing singleton connection management with automatic token refresh, defining typed sObject interfaces, building type-safe SOQL query builders, and wrapping API calls with robust error handling mechanisms. Ideal for developers refactoring existing Salesforce integrations or establishing standardized team coding practices.

This comprehensive guide details the process of upgrading Salesforce API versions (e.g., v55.0 to v59.0+) and migrating associated libraries like jsforce (v1 to v3). It provides technical steps for handling breaking changes, moving from callback-based code to Promise/Async/Await patterns, and ensuring application compatibility with the latest Salesforce seasonal releases and best practices. Essential for developers maintaining complex Salesforce integrations.