Mature Capabilities

Method-level generation from comments. Test class scaffolding. Refactoring (null-safe access, governor limit patterns). Documentation generation. These work reliably across Vibes 2.0, Copilot, and Cursor.

Less Mature

Complex transaction design. Performance-tuned queries. Cross-class refactoring. Multi-step architectural changes. AI assists; doesn’t replace. Review output carefully, especially for governor-limit implications.

Tool Comparison

Vibes 2.0 understands Salesforce org schema natively — advantage for platform-specific work. Copilot strong on general code patterns. Cursor offers tight IDE integration with context. Use complementary tools.

Style Guide Enforcement

Configure AI assistants with your org’s patterns — trigger framework, selector pattern, Apex naming conventions. Without configuration, AI defaults to generic Salesforce patterns that may not match your codebase.

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