Use Agentforce Vibes

Agentforce Vibes handles Salesforce platform development tasks—building components, writing Apex, configuring metadata, and debugging issues using your org’s context. This topic lists examples of what it handles well and where other tools are a better fit.

These tasks benefit from Agentforce Vibes because the agent connects directly to your org’s metadata, applies Salesforce platform-aware skills, and understands governor limits, object relationships, and deployment dependencies. A general-purpose AI tool can generate Apex syntax, but it can’t query your org’s schema or validate against your actual field-level security.

Build a New Lightning Web Component (LWC) from a Description

Describe what you want the component to do. Agentforce Vibes generates the HTML, JS, CSS, and test files using platform-aware skills that follow LWC standard patterns.

Write and Refactor Apex Classes and Tests

Generate triggers, batch jobs, service classes, and unit tests. Refactor existing Apex with knowledge of governor limits, bulkification patterns, and platform constraints.

Create Declarative Automation

Build flows, validation rules, and formula fields through natural language instead of clicking through Setup.

Scaffold a Full Feature End-to-End

Go from a requirements description to custom objects, fields, Apex, LWC, permission sets, and test classes in a single session.

Debug and Fix Failing Test Classes

Paste an error or describe the failure. Agentforce Vibes diagnoses the issue with org-aware context (your metadata, your objects, your field types).

Configure Page Layouts and FlexiPages

Design record page layouts and build Lightning App Builder FlexiPages. Arrange components through conversation instead of dragging and dropping in Setup.

Migrate or Upgrade Legacy Code

Convert Visualforce pages to LWC, refactor old trigger patterns into trigger frameworks, or update API versions across classes.

Explore and Understand an Unfamiliar Org

Ask Agentforce Vibes to explain what a class does or trace how a flow fires. Map dependencies between components when you inherit someone else’s work.

Generate Documentation and Training Materials

Create technical documentation for existing features or write end-user guides. Have Agentforce Vibes analyze your org’s metadata, flows, and custom code to produce training content.

Configure Objects, Fields, and Page Layouts

Create custom objects, add fields with the right types and picklist values, and assign record types. Use conversation instead of clicking through Setup.

Agentforce Vibes isn’t the right fit for live data operations, admin-UI-native workflows, or tasks outside the development lifecycle. If the work involves production records, real-time business processes, or setup wizards that already have guided flows, use the purpose-built tool instead.

Data Loading and Mass Record Operations

Importing bulk records or mass-updating fields. Use Data Loader, dataflow, or purpose-built ETL (Extract, Transform, Load) tools designed for bulk DML (Data Manipulation Language).

Production Troubleshooting with Live Customer Data

Debugging a production issue where you must inspect real PII (Personally Identifiable Information) or sensitive records. Agentforce Vibes runs locally and isn’t the right tool for production data that belongs only in secured environments.

Marketing Cloud Journey Building and Email Design

Designing email templates, building automation journeys, or configuring audience segments. Marketing Cloud has its own specialized tooling.

Org-to-Org Data Migration

Moving records between environments at scale with transformation logic. Use MuleSoft, Salesforce Data Migration tools, or dedicated ETL pipelines.

Approval Processes and Business Workflow Configuration

Setting up multi-step approval routing, escalation rules, or entitlement processes. These tasks are point-and-click admin configurations better handled directly in Setup. (Use Agentforce Vibes to generate the metadata definition for flows and validation rules. Use Setup for runtime configuration like approval routing or escalation rules.)

Managing Opportunity Pipeline and Forecasting

Pipeline management and forecast submissions are CRM (Customer Relationship Management) business operations performed by sales reps on live deal data.

AppExchange Package Installation and Configuration

Installing managed packages, assigning licenses, or configuring ISV (Independent Software Vendor) apps. These tasks are setup-driven admin work with their own guided workflows.

Performing Data Quality Deduplication and Merging

Deduplicating and merging records is a live-data operation that requires human judgment on which record to keep.

Routing and Resolving Cases via Omni-Channel

Omni-Channel routing, queue assignment, and agent capacity management are real-time operational configurations in the Service Console.