sf-deploy: Comprehensive Salesforce DevOps Automation
Expert Salesforce DevOps engineer specializing in deployment automation, CI/CD pipelines, and metadata management using Salesforce CLI (sf v2).
Core Responsibilities
- Deployment Management: Execute, validate, and monitor deployments (metadata, Apex, LWC)
- DevOps Automation: CI/CD pipelines, automated testing, deployment workflows
- Org Management: Authentication, scratch orgs, environment management
- Quality Assurance: Tests, code coverage, pre-production validation
- Troubleshooting: Debug failures, analyze logs, provide solutions
⚠️ CRITICAL: Orchestration Order
┌─────────────────────────────────────────────────────────────────────────────┐
│ sf-metadata → sf-flow → sf-deploy → sf-data │
│ ▲ │
│ YOU ARE HERE │
└─────────────────────────────────────────────────────────────────────────────┘
Deploy order WITHIN sf-deploy: Objects/Fields → Permission Sets → Apex → Flows (Draft) → Activate Flows
| Phase | Metadata Type | Why This Order | |-------|---------------|----------------| | 1 | Custom Objects/Fields | Everything references these | | 2 | Permission Sets | FLS requires fields to exist | | 3 | Apex Classes | @InvocableMethod needed before Flows | | 4 | Flows (as Draft) | Flows reference fields and Apex | | 5 | Activate Flows | Safe to activate after validation |
See references/orchestration.md for detailed deployment workflows and agent deployment patterns.
🔑 Key Insights for Deployment
Always Use --dry-run First
# CORRECT: Validate before deploying
sf project deploy start --dry-run --source-dir force-app --target-org alias
sf project deploy start --source-dir force-app --target-org alias
# WRONG: Deploying without validation
sf project deploy start --source-dir force-app --target-org alias # Risky!
Deploy Permission Sets After Objects
Common Error:
Error: In field: field - no CustomObject named ObjectName__c found
Solution: Deploy objects first, THEN permission sets referencing them.
Flow Activation (4-Step Process)
Flows deploy as Draft by default. Activation steps:
- Deploy with
<status>Draft</status> - Verify:
sf project deploy report --job-id [id] - Edit XML:
Draft→Active - Redeploy
Why? Draft lets you verify before activating; if activation fails, flow still exists.
Common Errors: "Flow is invalid" (deploy objects first) | "Insufficient permissions" (check Manage Flow) | "Version conflict" (deactivate old version)
FLS Warning After Deployment
⚠️ Deployed fields may be INVISIBLE without FLS!
After deploying custom objects/fields:
- Deploy Permission Set granting field access
- Assign Permission Set to user:
sf org assign permset --name PermSetName --target-org alias - Verify field visibility
CLI Version (CRITICAL)
This skill uses sf CLI (v2.x), NOT legacy sfdx (v1.x)
Note: Legacy sfdx (v1) is fully retired. Use sf (v2) exclusively.
⚠️ Source tracking requirement (Dec 2025+):
sf project deploy startandsf project retrieve startnow REQUIRE--source-dir,--metadata, or--manifeston non-source-tracking orgs (production, full sandboxes). Without a scope flag, the command fails.
⚠️
sf org open --url-only: URLs generated with--url-onlyare single-use and expire after 60 seconds.
Prerequisites
Before deployment, verify:
sf --version # Requires v2.x
sf org list # Check authenticated orgs
test -f sfdx-project.json # Valid SFDX project
Deployment Workflow (5-Phase)
Phase 1: Pre-Deployment Analysis
Ask the user to gather: Target org, deployment scope, validation requirements, rollback strategy.
Analyze:
- Read
sfdx-project.jsonfor package directories - Glob for metadata:
**/force-app/**/*.{cls,trigger,xml,js,html,css} - Grep for dependencies
Tasks to track: Validate auth, Pre-tests, Deploy, Monitor, Post-tests, Verify
Phase 2: Pre-Deployment Validation
sf org display --target-org <alias> --json # Check connection
sf apex test run --test-level RunLocalTests --target-org <alias> --wait 10 --json # Local tests
sf project deploy start --dry-run --test-level RunLocalTests --target-org <alias> --wait 30 --json # Validate
Phase 3: Deployment Execution
Commands by scope:
# Full metadata (--source-dir required on non-source-tracking orgs since Dec 2025)
sf project deploy start --source-dir force-app --target-org <alias> --wait 30 --json
# Specific components
sf project deploy start --source-dir force-app/main/default/classes --target-org <alias> --json
# Manifest-based
sf project deploy start --manifest manifest/package.xml --target-org <alias> --test-level RunLocalTests --wait 30 --json
# Quick deploy (after validation)
sf project deploy quick --job-id <validation-job-id> --target-org <alias> --json
Handle failures: Parse errors, identify failed components, suggest fixes.
Phase 4: Post-Deployment Verification
sf project deploy report --job-id <job-id> --target-org <alias> --json
Verify components, run smoke tests, check coverage.
Phase 5: Documentation
Provide summary with: deployed components, test results, coverage metrics, next steps.
See references/deployment-report-template.md for output format.
Deployment Variants: Production (full + RunAllTests), Hotfix (targeted + RunLocalTests), CI/CD (scripted + gates), Scratch (push source).
[Beta]
--test-level RunRelevantTests— Runs only tests relevant to changed components (Spring '26 / API v66.0 only). Not GA; useRunLocalTestsfor production deploys.
CLI Reference
Deploy: sf project deploy start [--dry-run] [--source-dir <path>] [--manifest <xml>] [--test-level <level>] --json
Quick: sf project deploy quick --job-id <id> --json | Status: sf project deploy report --json
Test: sf apex test run --test-level RunLocalTests | Coverage: sf apex get test --code-coverage
Org: sf org list | sf org display | sf org create scratch [--snapshot <name>] | sf org open
Metadata: sf project retrieve start | sf org list metadata --metadata-type <type>
Debug: sf project deploy start --dev-debug — Show which files are ignored during deploy/retrieve (v2.117.7+)
Error Handling
| Error | Cause | Solution | |-------|-------|----------| | FIELD_CUSTOM_VALIDATION_EXCEPTION | Validation rule blocking | Deactivate rules or use valid test data | | INVALID_CROSS_REFERENCE_KEY | Missing dependency | Include dependencies in deploy | | CANNOT_INSERT_UPDATE_ACTIVATE_ENTITY | Trigger/validation error | Review trigger logic, check recursion | | TEST_FAILURE | Test class failure | Fix test or code under test | | INSUFFICIENT_ACCESS | Permission issue | Verify user permissions, FLS |
Flow-Specific Errors
| Error | Cause | Solution |
|-------|-------|----------|
| "Element X is duplicated" | Elements not alphabetically ordered | Reorder Flow XML elements |
| "Element bulkSupport invalid" | Deprecated element (API 60.0+) | Remove <bulkSupport> |
| "Error parsing file" | Malformed XML | Validate XML syntax |
Failure Response
- Parse error output, identify failed components
- Explain error in plain language
- Suggest specific fixes with code examples
- Provide rollback options if needed
Best Practices
- Always validate first: Use
--dry-runfor production - Appropriate test levels: RunLocalTests (deploy), RunAllTests (packages)
- Code coverage: >75% for production, >90% recommended
- Use manifests:
package.xmlfor controlled deployments - Version control: Commit before deploying, tag releases
- Incremental deploys: Small, frequent changes over large batches
- Sandbox first: Always test before production
- Backup metadata: Retrieve before major deployments
- Quick deploy: Use for validated changesets
Trigger Deployment Safety
Triggers require special deployment care: deactivation before modification, proper ordering, and rollback planning.
Full guide: See references/trigger-deployment-safety.md for deactivation strategies, safe deployment sequences, and rollback procedures.
CI/CD Integration
Standard pipeline workflow:
- Authenticate (JWT/auth URL)
- Validate metadata
- Static analysis via Code Analyzer v5
- Dry-run deployment
- Run tests + coverage check
- Deploy if validation passes
- Notify
Static Analysis: Code Analyzer v5
sf code-analyzer (v5) replaced the retired sf scanner (Aug 2025). It bundles ESLint, PMD, RetireJS, and Salesforce-specific rules.
# Install plugin (one-time)
sf plugins install @salesforce/plugin-code-analyzer
# Run scan on source directory
sf code-analyzer run --workspace force-app --output-format csv --output-file scan-results.csv
# Run with specific rule categories
sf code-analyzer run --workspace force-app --rule-selector "Category:Security,Best Practices"
# List available rules
sf code-analyzer rules --output-format csv
# Generate config file for customization
sf code-analyzer config --output-file code-analyzer.yaml
Migration from sf scanner: v5 uses
--workspace(not--target),--output-format(not--format),--output-file(not--outfile), and--rule-selector(not--engine/--category).
See references/deployment-workflows.md for full pipeline scripts.
Edge Cases
- Large deployments: Split into batches (limit: 10,000 files / 39 MB)
- Test timeout: Increase wait time or run tests separately
- Namespace conflicts: Handle managed package issues
- API version: Ensure source/target compatibility
Cross-Skill Dependency Checklist
Before deploying, verify these prerequisites from other skills:
| Dependency | Check Command | Required For |
|------------|---------------|--------------|
| TAF Package | sf package installed list --target-org alias | TAF trigger pattern (sf-apex) |
| Custom Objects/Fields | sf sobject describe --sobject ObjectName --target-org alias | Apex/Flow field references |
| Trigger_Action__mdt | Check Setup → Custom Metadata Types | TAF trigger execution |
| Queues | sf data query --query "SELECT Id,Name FROM Group WHERE Type='Queue'" | Flow queue assignments |
| Permission Sets | sf org list metadata --metadata-type PermissionSet | FLS for custom fields |
Common Cross-Skill Issues:
| Error Message | Missing Dependency | Solution |
|--------------|-------------------|----------|
| Invalid type: MetadataTriggerHandler | TAF Package | Install apex-trigger-actions package |
| Field does not exist: Field__c | Custom Field or FLS | Deploy field or create Permission Set |
| No such column 'Field__c' | Field-Level Security | Assign Permission Set to running user |
| SObject type 'Object__c' not supported | Custom Object | Deploy object via sf-metadata first |
| Queue 'QueueName' not found | Queue Metadata | Deploy queue via sf-metadata first |
sf-ai-agentscript Integration (Agent DevOps)
Complete DevOps guide: See references/agent-deployment-guide.md for comprehensive agent deployment documentation.
Agent Metadata Types
| Metadata Type | Description |
|---------------|-------------|
| Bot | Top-level chatbot definition |
| BotVersion | Version configuration |
| GenAiPlannerBundle | Reasoning engine (LLM config) |
| GenAiPlugin | Topic definition |
| GenAiFunction | Action definition |
Agent Pseudo Metadata Type
The Agent pseudo type syncs all agent components at once:
# Retrieve agent + all dependencies from org
sf project retrieve start --metadata Agent:[AgentName] --target-org [alias] --json
# Deploy agent metadata to org
sf project deploy start --metadata Agent:[AgentName] --target-org [alias] --json
Agent Lifecycle Commands
# Activate agent (makes available to users)
sf agent activate --api-name [AgentName] --target-org [alias]
# Deactivate agent (REQUIRED before making changes)
sf agent deactivate --api-name [AgentName] --target-org [alias]
# ⚠️ Note: activate/deactivate do NOT support --json. Plain text output only.
# Preview agent (simulated mode - safe testing) — interactive, no --json
sf agent preview --api-name [AgentName] --target-org [alias]
# Preview agent (live mode - real Apex/Flows) — interactive, no --json
sf agent preview --api-name [AgentName] --use-live-actions --target-org [alias]
# Validate Agent Script syntax
sf agent validate authoring-bundle --api-name [AgentName] --target-org [alias] --json
Full Agent Deployment Workflow
# 1. Deploy Apex classes (if any)
sf project deploy start --metadata ApexClass --target-org [alias] --json
# 2. Deploy Flows
sf project deploy start --metadata Flow --target-org [alias] --json
# 3. Validate Agent Script
sf agent validate authoring-bundle --api-name [AgentName] --target-org [alias] --json
# 4. Publish agent
sf agent publish authoring-bundle --api-name [AgentName] --target-org [alias] --json
# 5. Preview (simulated mode) — interactive, no --json
sf agent preview --api-name [AgentName] --target-org [alias]
# 6. Activate
sf agent activate --api-name [AgentName] --target-org [alias]
Modifying Existing Agents
⚠️ Deactivation Required: You MUST deactivate an agent before modifying topics, actions, or system instructions.
# 1. Deactivate
sf agent deactivate --api-name [AgentName] --target-org [alias]
# 2. Make changes to Agent Script
# 3. Re-publish
sf agent publish authoring-bundle --api-name [AgentName] --target-org [alias] --json
# 4. Re-activate
sf agent activate --api-name [AgentName] --target-org [alias]
Sync Agent Between Orgs
# 1. Retrieve from source org
sf project retrieve start --metadata Agent:[AgentName] --target-org source-org --json
# 2. Deploy dependencies to target org first
sf project deploy start --metadata ApexClass,Flow --target-org target-org --json
# 3. Deploy agent metadata
sf project deploy start --metadata Agent:[AgentName] --target-org target-org --json
# 4. Publish agent in target org
sf agent publish authoring-bundle --api-name [AgentName] --target-org target-org --json
# 5. Activate in target org
sf agent activate --api-name [AgentName] --target-org target-org
Agent-Specific CLI Reference
| Command | Description |
|---------|-------------|
| sf agent publish authoring-bundle --api-name X --json | Publish authoring bundle |
| sf agent publish authoring-bundle --api-name X --skip-retrieve --json | Publish without retrieving metadata (CI/CD) |
| sf agent activate --api-name X | Activate published agent (no --json support) |
| sf agent deactivate --api-name X | Deactivate agent for changes (no --json support) |
| sf agent preview --api-name X | Preview agent behavior (interactive — no --json) |
| sf agent preview --authoring-bundle <path> | Preview from local authoring bundle (interactive — no --json) |
| sf agent validate authoring-bundle --api-name X --json | Validate Agent Script syntax |
| sf org open agent --api-name X | Open in Agentforce Builder |
| sf org open authoring-bundle | Open Agentforce Studio list view (v2.121.7+) |
| sf agent generate authoring-bundle --api-name X --target-org <alias> --json | Generate authoring bundle scaffolding |
| sf agent generate template --agent-file <path> --agent-version <ver> | Generate BotTemplate for ISV packaging (AppExchange) |
| sf project retrieve start --metadata Agent:X | Retrieve agent + components |
| sf project deploy start --metadata Agent:X | Deploy agent metadata |
Package Management (2GP)
| Command | Description |
|---------|-------------|
| sf package convert --package <1GP-id> | Convert 1GP to 2GP package (GA, v2.92.7+) |
| sf package push-upgrade schedule | Schedule push upgrade |
| sf package push-upgrade abort --package-push-request-id <id> | Abort scheduled push |
| sf package push-upgrade list | List push upgrade requests |
| sf package push-upgrade report --package-push-request-id <id> | Get push upgrade status |
| sf package version retrieve --package <package-id> --output-dir <dir> | Retrieve 2GP package metadata (GA, v2.111.7+) |
| sf package version create --generate-pkg-zip --package <name> | Generate installable .zip alongside version (v2.123.1+) |
Deployment Script Template
Reusable multi-step deployment script: references/deploy.sh
Deploys in order: Objects → Permission Sets → Apex (with tests) → Flows (Draft)
Generate Package Manifest
Auto-generate package.xml from source directory:
# Generate from source
sf project generate manifest --source-dir force-app --name manifest/package.xml
# Generate for specific metadata types
sf project generate manifest \
--metadata CustomObject:Account \
--metadata ApexClass \
--metadata Flow \
--name manifest/package.xml
# Deploy using manifest
sf project deploy start --manifest manifest/package.xml --target-org alias
When to use manifest vs source-dir:
| Scenario | Use | Command |
|----------|-----|---------|
| Deploy everything | --source-dir | sf project deploy start --source-dir force-app |
| Deploy specific components | --manifest | sf project deploy start --manifest package.xml |
| CI/CD pipelines | --manifest | Controlled, reproducible deployments |
| Development iteration | --source-dir | Quick local changes |
Notes
- CLI: Uses only
sf(v2) with modern flag syntax - Auth: Supports OAuth, JWT, Auth URL, web login
- API: Uses Metadata API (not Tooling API)
- Async: Use
--waitto monitor; most deploys are async - Limits: Be aware of Salesforce governor limits
License
MIT License. See LICENSE file. Copyright (c) 2024-2025 Jag Valaiyapathy