Agentic Code Analysis User Guide
How to Use this Guide
⁉️ Not sure what Agentic Code Analysis is? → Start here
💻 Just want to know how to get setup? → Start here
💡 Already set up for your scans and want to learn about additional capabilities? → See what you can do with your results, learn about additional commands, and unlock Advanced AI Suggestions.
What is Agentic Code Analysis?
Get actionable, high-quality insights on your Salesforce code.
Features:
Drag and drop rule creation. Drop in a policy document. Guard extracts the requirements and translates them into rules.
Fully customisable. Review, edit, and toggle each rule on or off before you run it.
Downloadable patches. Get suggested code fixes and add them to your code base.
Transparent cost reporting. Credit usage is displayed per scan.
API Keys
The API Keys page lets tenant administrators create long-lived API keys used by automation (Bitbucket Pipelines, GitHub Actions, Jenkins, local CLI) to authenticate to Guard without an interactive Keycloak login. The CLI reads the key from the GUARD_API_KEY environment variable or the --api-key flag.
Only users with Guard administration permissions can access API Keys. Keys are tenant-scoped so one key works for all repositories registered within your tenant environment (unless your admin configures restrictions).
Page overview
Area
Description
Key list
Active keys with name, created date, last used (if shown), and status.
Create key
Opens a dialog to name the key and generate a secret.
Revoke / delete
Immediately invalidates a compromised or rotated key.
How to generate an API key
Sign in to AutoRABIT Guard (e.g.
https://fc-dev.autorabit.comfor dev).Open Settings → API Keys (or Integrations → API Keys, per your build).
Click Create API Key (or Generate key).
Enter a descriptive name (e.g.
bitbucket-pipeline-prod,developer-laptop-jane).Confirm creation.
Copy the secret immediately — it is shown once. Store it in your CI secret store (Bitbucket repository variables, GitHub Secrets, Vault, etc.).
Recommended Security practices
Use one key per environment (dev / staging / prod).
Rotate on schedule or after personnel changes.
Use CI secret variables over plain text in
bitbucket-pipelines.yml.
Repositories
The Repositories page links your source control repositories to AutoRABIT Guard so that:
Scan results are attributed to the correct repo.
PR-scoped reviews (
--pr) can map CI environment variables to the registered repo.History, dashboards, and filters work by repository.
Repositories are added to Guard automatically when a scan is first executed from the Guard CLI.
How to Manually Register a Repository (optional)
You do not need to manually register a repository before using the AutoRABIT Guard CLI. However, if you choose you can do so by:
In Guard, go to Settings → Repositories.
Click Add repository.
Provide:
Name: label for your reference (e.g.
flowcenter-services).Repository URL: full URL e.g.
https://bitbucket.org/ar-engineering/flowcenter-servicesCLI timeout: The maximum time a Guard CLI execution can run before timing out, in minutes e.g. 30 minutes
Save. The repository appears in the list.

Customise your Ruleset
By default, Agentic Code Analysis uses a carefully created ruleset of best-practice security checks on your Salesforce code. But of course, we appreciate that every organisation has it’s own unique requirements, so the rule set is fully customisable.
Each rule from the Standard ruleset can be edited within AutoRABIT Guard or disabled. Within Agentic Code Analysis → Rules, select a rule you would like to edit to open the editing pop-up. Click Save Changes to apply your edits.
In addition, you can create new Custom Rules either by uploading a pdf file or typing your rule in natural language. Go to Agentic Code Analysis → Rules and click the Create Rule button.

Create from text. Type your rule or intention and get it validated by an AI agent.

For the best results, be as specific as possible. For example, “Block any code that looks suspicious” is too generic, and the agent will not be able to suggest an improvement. But instead a good prompt could be “Block Apex code that uses dynamic SOQL without validation”.
After successful validation, the properties of the rule (Name, Type, Severity, Category and Framework) will be populated automatically. Please review these and edit if necessary - AI can make mistakes.
Generate from File. Upload a PDF of your security policies or related documentation to bulk upload a set of rules.
An AI agent will analyse the file and extract rules - depending on the size of the file this might take a few minutes.

b. You will then be taken through each extracted rule for review. Please check these carefully, along with the properties associated with each rule, as AI can make mistakes. The flow will first take you through rules that have an existing match within your rule set (across both standard and custom) - you can choose to remove one of the duplicates or keep both.

Once you are happy with your rule set, you are ready to run a scan from the CLI. If you already have the Guard CLI set up, continue running Agentic Code Review.
Download and install the CLI
Agentic scans are currently only supported from the CLI interface. Agentic Code Analysis uses the Guard CLI distributed as a Salesforce CLI plugin (sf guard …). This requires a bit of technical setup - so if you don’t have these installed already, you need Node.js, the global Salesforce CLI, and the plugin bundle from your Guard instance.
Prerequisites
Requirement
Notes
Node.js
Node 20+ required (22+ recommended); the Salesforce CLI bundles its own runtime for plugin install.
Access
Access to your Guard host (e.g. https://fc-dev.autorabit.com) and npm registry for @salesforce/cli.
API key
GUARD_API_KEY set within Guard (see API Keys).
Installation: Salesforce CLI plugin
In this option Guard runs as a Salesforce plugin. This is the recommended option for most users.
In your terminal, run
npm install -g @salesforce/cli. This installs the Salesforce CLI globally.Insert your API Key (YOUR_GUARD_API_KEY) and Guard URL (YOUR_GUARD_URL e.g. https://na1.autorabit.com) into the following command
curl -kSL -H "X-API-Key: YOUR_GUARD_API_KEY" \-o /tmp/sf-guard-cli.tgz \YOUR_GUARD_URL/cli/sf-guard-cli.tgz
Install the downloaded file as a Salesforce plugin. Run
echo y | sf plugins install file:///tmp/sf-guard-cli.tgz
Run an Agentic Code Review
Once you’ve completed steps 1-5, you’re ready to use Agentic Code Analysis on your repository. This is performed from your terminal.
The ruleset applied to the scan will reflect the currently enabled rules on your Rules page within Guard (both Standard and Custom).
Here we outline suggested commands to run your first code review. Please speak to your Technical team to refine the command. A full list of commands is available here.
The Guard CLI is invoked as sf guard review. Replace the placeholders in the following command with your Guard instance URL (e.g. https://na1.autorabit.com) and the workspace path to review (e.g. $BITBUCKET_CLONE_DIR):
Salesforce CLI plugin:
sf guard review --check-tests --progress --pr \--url "YOUR_GUARD_URL" \"YOUR_WORKSPACE"
Additional commands:
export GUARD_API_KEY=...in pipeline variables (required if not passed via--api-key).--html: write.guard/reports/<stem>.htmlas a build artifact.--json: machine-readableGuardReviewResulton stdout for downstream gates.--no-upload: local-only run (debugging).
For more commands to run in the CLI, see Appendix 1.
All agentic code scan results are saved in the Guard platform under Agentic Code Analysis → Analysis Findings.
Viewing results
Main entry: AutoRABIT Guard
From the Guard navigation, open Agentic Code Analysis → Analysis Findings.
Filter by context, period, repository or status.
Open a scan to see:
Breakdown of findings by severity type.
AI credits consumed.
Findings list: file, line, rule id, severity.

Drill into a finding to see the code context and suggested fix.

Download the patches for the whole scan or for each finding. Downloadable patches are produced only when Advanced AI Suggestions is enabled for the repository.
Advanced AI Suggestions
Advanced AI Suggestions enrich your findings with file-by-file code fixes. These show where the issue and exactly what to change, add, or delete. When enabled, suggested patches span all affected files, and you can download them for the whole scan or per finding (see Section 7).
Advanced AI Suggestions is configured per repository and is off by default. When it is off, scans will still produce findings, but without suggested patches.
How to enable Advanced AI Suggestions
Only Guard administrators can change this setting.
In Guard, go to Settings → Repositories.
Find the repository and toggle Advanced AI Suggestions on.
The setting applies to future scans; it does not change results from scans you have already run.
Command reference
Positional argument
Argument
Description
<folder>
Workspace root to review. Defaults to current working directory.
Guard connection flags
Flag
Description
--endpoint <url>
Override Guard GraphQL endpoint.
--url <url>
Override Guard application URL (bootstrap / Keycloak discovery).
--api-key <key>
API key override (same as GUARD_API_KEY).
--trust-all-certificates
Disable TLS validation. Default false. Dev only.
Review-specific flags
Flag
Description
--check-tests
Analyze test files with test-quality-<framework> agents; exclude tests from normal policy pass. Default false.
--test-frameworks <csv>
Restrict test agents: apex, java, typescript, angular. Only with --check-tests.
--pr
PR base from CI; hard-restrict scan to changed files only. Default false.
--progress
Live dashboard (phase, tokens, tool calls). Default false.
--html
Write HTML report to .guard/reports/<stem>.html. Default false.
--no-upload
Skip backend upload; local report still works with --html. Default false.
Built-in oclif flags
Flag
Description
--json
Emit GuardReviewResult JSON on stdout.
--help
Command help.
Environment variables
Variable
Purpose
GUARD_API_KEY
Auth token (same as --api-key).
GUARD_APP_URL
Guard application URL (same as --url; used for bootstrap / Keycloak discovery).
GUARD_GRAPHQL_ENDPOINT
Guard GraphQL endpoint override (same as --endpoint).
GUARD_DEBUG
When set, prints the path of the per-scan JSONL debug trace to stderr.
GUARD_RULE_BUNDLES
Set to off to skip downloading rule bundles from the backend and use the CLI’s embedded rules (offline runs).
GUARD_NO_UPDATE_CHECK
Skip the plugin version-skew check that runs before a review.
GUARD_MODEL_HINT
Label stored on uploaded scan llmModel; does not change runtime model.
GUARD_REVIEWER_MAX_INPUT_TOKENS
Reviewer batch input cap (default ~180,000).
GUARD_REVIEWER_MAX_SAMPLES_PER_CLUSTER
Max sample findings per dedup cluster before summary (default 5).
GUARD_REVIEWER_MAX_FINDINGS_PER_BATCH
Max findings handed to a single reviewer batch (advanced tuning; default derived from the reviewer output-token budget).
GUARD_REVIEWER_OUTPUT_TOKEN_LIMIT
Reviewer output-token budget used to size batches; must match the backend’s max_tokens (default 8192). Advanced.
Example commands
Full PR review in CI:
sf guard review --pr --check-tests --progress \ --url "https://fc-dev.autorabit.com" \ /path/to/repo
Local HTML report without upload:
sf guard review --html --no-upload ./my-sfdx-project
JSON for quality gate:
sf guard review --json --pr ./repo > guard-result.json
Related sf guard commands
sf guard commandsThe sf guard Salesforce plugin ships two commands:
Command
Purpose
Command
Purpose
sf guard review
Run an AI-powered Agentic Code Analysis review (the command documented throughout this guide).
sf guard update
Re-download and reinstall the Guard plugin so it matches the version your backend currently serves. Use this to upgrade instead of repeating the manual curl install.
The standards convert / standards violations commands you may see elsewhere belong to the separate AutoRABIT Guard Skill package (a different distribution), not the sf guard Salesforce plugin described in this guide.
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