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  • Log in to the platform 
  • Home
  • Quick start
      • Glossary
      • CVSSF metric
      • Tutorial videos
      • Platform demo
      • Continuous Hacking methodology
      • Continuous Hacking PoV
      • Plans and free trial
      • What is SAST?
      • What is DAST?
      • Billing
      • Main website
      • What is SCA?
    • FAQ
      • Billing
      • Integrations
      • Platform
      • Scanner
      • Ask our pentesters to explain a vulnerability
      • Fix code with gen AI from the IDE
      • See safe dependency versions
      • Import repositories to test
      • Invite team members to sign up
      • Assign vulnerability remediation to a team member
      • See details of the reported security vulnerabilities
    • Sign up to Fluid Attacks
      • Break the build
      • Install CI Gate to break the build
      • Verify whether a fix was successful
  • Find and fix
    • Use the platform
        • Sign-up and login
        • Interface and sections
        • Groups section
        • Group configuration
        • Create and delete groups
        • Create another organization
        • Portfolios
        • ToE and SBOM
        • Register payment method
        • Members
        • Understand roles
        • Group authors
        • Organization authors
        • Repositories
        • Import them with OAuth
        • Repositories out of scope
        • Credentials
        • Environments
        • Resolve events
        • Vulnerabilities section
        • Examine evidence
        • Supply chain analysis
        • Reachability analysis
        • Vulnerability signature
        • CVSS score adjustment
        • Correlate threat models
        • Assign treatments
        • Assigned to you
        • Verify with reattacks
        • False positive requests
      • Help options
        • AI Agent
        • Live chat
        • Email
        • Comments
        • Talk to a Pentester
        • Tutorial videos or demo
        • Vulnerability reporting
        • Standard compliance
        • ZTNA logs
        • Recent downloads
        • Common analytics
        • Organization analytics
        • Group analytics
        • Portfolio analytics
        • Chart options
        • CI Gate configuration
        • CI Gate executions
        • Security gates
        • Vulnerability acceptance
        • Prioritization attributes
        • Explore the user menu
        • Enable and disable notifications
        • Subscribe to News
        • Leave a group
        • Fluid Attacks' scanners
        • OWASP Benchmark results
        • Your feedback
      • Use the scanners
        • Local run
        • CI/CD integration
        • Understanding outputs
        • Findings exclusion
      • Use a configuration file
        • SAST scanner
        • SCA scanner
        • DAST scanner
        • APK scanner
      • Automatic remediation
      • Custom remediation guides
    • Fix SCA vulnerabilities
      • Javascript
      • Python
      • Kotlin
      • Introduction to Sorts
      • Sorts user guide
      • Connection mechanisms
      • Cloud connection
      • Egress connection
      • Connector connection
      • Types of authentication
      • AWS CodeCommit
    • Service-level agreement
      • Availability SLA
      • Response SLA
      • Accuracy SLA
      • False negatives
      • False positives
      • Scope
    • Support information
      • Changelog
        • 2023
        • 2024
        • 2025
        • 2026
      • Roadmap
      • AI functions
      • Attack surfaces
      • Binaries
      • Browsers
      • CI/CD
      • CVEs for reachability
      • Evidence formats
      • Frameworks
      • IDE functionalities
      • Languages
      • Languages for fixes
      • Package managers
      • Remediation
      • SCM systems
      • Secrets
      • Standards
      • Ticketing systems
      • Documentation sections
  • Integrations
      • Bug-tracking systems
      • Tools and integrations
      • Install
      • Setup
      • Issue creation
      • Automatic issue creation
      • Link vulnerabilities
      • Vulnerability details
      • Request reattacks
      • Help options
    • Azure DevOps
    • GitLab
    • VS Code
      • Functions
      • Troubleshooting
      • Install the IntelliJ IDEA plugin
      • Identify and fix vulnerabilities from IntelliJ
      • Install the Cursor extension
      • Identify and address vulnerabilities from Cursor
    • MCP server
      • Installation
      • Capabilities and use cases
      • Docker installation
    • Peer Reviewer Assistant
      • For GitLab
      • For Azure DevOps
      • Troubleshooting
      • File exclusion
    • API
      • Learn the basics
    • Webhooks
  • Stack
      • Bash
      • Python
      • Rust
      • Terraform
      • TypeScript
      • Ariadne
      • Commitlint
      • D3
      • Docker
      • ESLint
      • GraphQL
      • Hypercorn
      • Kubernetes
      • Labels
      • Mypy
      • Nix Flakes
      • Platform audit logs
      • Platform authentication
      • Platform authorization
      • Pydantic
      • Pydantic AI
      • React
      • Ruff
      • Sops
      • Starlette
      • Tree-sitter
      • Visual Studio Code
      • AWS
      • Batch
      • Bedrock
      • BigCodeBench
      • BugSnag
      • Checkly
      • Claude 3.5 Sonnet
      • Cloudflare
      • CloudWatch
      • Cost Management
      • Datadog
      • dbt
      • DynamoDB
      • EBS
      • EC2
      • EKS
      • ELB
      • Engineering metrics
      • ePayco
      • EventBridge
      • GitLab
      • GitLab CI
      • Google Workspace
      • IAM
      • Jamf
      • KMS
      • Lambda
      • LogRocket
      • Okta
      • OpenAI
      • OpenSearch
      • Organizations
      • QuickSight
      • S3
      • SageMaker
      • Snowflake
      • Statuspage
      • Step Functions
      • Stripe
      • Treli
      • Ubiquiti
      • Vanta
      • Voyage AI
      • VPC
      • VPN
      • Zoho One
      • Zoho Sign
    • Pentesting tools
  • Compliance
    • Authentication
      • Clients
      • Password policies
      • Staff
    • Authorization
      • Access revocation
      • Clients
      • Employee termination
      • Endpoints
      • Secret rotation
      • Sessions
      • Staff
    • Availability
      • Distributed apps
      • Distributed firewall
      • Everything backed up
      • Multiple zones
      • Recovery objective
    • Confidentiality
      • Device (re)enrolling
      • Direct hiring
      • Encryption at rest
      • Encryption in transit
      • No personal gain
      • Personnel NDA
      • Secure deletion
    • Integrity
      • Applicant evaluation
      • Awareness
      • Certification Hub
      • Certified cloud provider
      • Certified security analysts
      • Comprehensive reporting
      • Developing for integrity
      • Monitoring
      • Production data isolation
      • Secure emails
      • SLSA compliance
      • Standard timezone
      • Static website
      • Training plan
    • Non-repudiation
      • Everything as code
      • Extensive logs
    • Privacy
      • Data privacy policy
      • Data retention policy
      • Data use policy
      • Email obfuscation
      • Time tracking
      • Manual for the NDR
      • Subprocessor OpenAI
      • OTR messaging
      • Polygraph tests
      • Project pseudonymization
      • Data transmission
      • Unsubscribe email
      • Use of cookies
    • Resilience
      • Continuity and recovery
      • Equipment and telecommuting
      • Everything is decentralized
      • Redundant roles
    • Transparency
      • Complaint management
      • Data leakage policy
      • Ethics hotline
      • Help channel
      • Incident management
      • Information security responsibility
      • Open source
      • Quality policy
      • Status page
      • Testing our technology
      • Vulnerability releasing
  • Compare
    • 42Crunch
    • 7 Way Security
    • Aikido
    • Anvil Secure
    • Apiiro
    • AppCheck
    • Appdome
    • Appknox
    • Aqua Security
    • Armorcode
    • Armosec
    • Arnica
    • Astra
    • Backslash
    • Base4
    • Bishop Fox
    • Black Duck
    • Black Hills
    • Breachlock
    • Bright Security
    • Burp Suite
    • Checkmarx
    • CloudGuard
    • Cobalt
    • Codacy
    • Conviso
    • Cure53
    • Cycode
    • Cyscope
    • Cyver
    • Data Theorem
    • DataDog
    • DeepSource
    • DefectDojo
    • Detectify
    • Devel
    • Dynatrace
    • Edgescan
    • Endor Labs
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    • Faraday Security
    • FortiDevSec
    • Fortify
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    • Ghost Security
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    • HCL AppScan
    • Heeler
    • Hopper Security
    • ImmuniWeb
    • Inspectiv
    • Intigriti
    • Intruder
    • Invicti
    • JFrog
    • Jit
    • Kiuwan
    • Legit Security
    • Mandiant
    • Mend
    • Mindgard
    • Mobb
    • Moderne
    • NetSPI
    • NowSecure
    • Nucleus Security
    • Oligo Security
    • Opengrep
    • Orca Security
    • Oversecured
    • OX Security
    • Phoenix Security
    • PlexTrac
    • Praetorian
    • Prancer
    • Prisma Cloud
    • Probely
    • Prowler
    • ReversingLabs
    • RunSybil
    • RunZero
    • Safety
    • Securitum
    • Seemplicity
    • Semgrep
    • Snyk
    • Socket
    • SonarQube
    • Sonatype Lifecycle
    • SOOS
    • StackHawk
    • Strike
    • Synacktiv
    • Tenable Nessus
    • Theori
    • ThreatModeler
    • Veracode
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    • Wiz
    • Xygeni
    • YesWeHack
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    • ZeroPath

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On This Page

  • Follow AI-generated fix guides
  • Get AI-generated automatic fix suggestions
Quick startFix Your CodeFix code with gen AI from the IDE

Fix code with gen AI from the IDE

Last updated: Mar 16, 2026

After you have learned the details of reported vulnerabilities , Fluid Attacks helps you fix your source code through AI-generated suggestions.

To access Fluid Attacks’ custom guides or automatic fixes produced with generative AI, you need to install and configure Fluid Attacks’ Visual Studio Code extension  or Cursor extension . Once you have that covered, come back to these instructions.

Fluid Attacks’ plugin lets you quickly locate the lines of code that need fixing. You can choose to use gen AI to

  1. generate custom, step-by-step guides to fix your code , or
  2. fix code automatically .

Follow AI-generated fix guides

The following are the steps to use the plugin’s Custom fix function:

  1. Open the Fluid Attacks extension and click on the type of vulnerability you want to remediate.

    Select the vulnerability type to fix on the Fluid Attacks extension
  2. Click the wrench that appears over the entry corresponding to the vulnerable line of code you will fix.

    Use the custom fix by gen AI option on the Fluid Attacks extension
  3. Follow the step-by-step guide to secure your code. Do this critically, as gen AI may produce vulnerable code.

    Generate a step by step fix guide with gen ai on the Fluid Attacks plugin

After you have fixed the code, you can verify whether the fix was successful . If you are subscribed to the Advanced plan  and need help understanding a vulnerability, you can request an explanatory session  with a member of Fluid Attacks’ hacking team.

Get AI-generated automatic fix suggestions

To use the plugin’s Autofix function, do the following:

  1. Open the Fluid Attacks extension and click on the type of vulnerability you want to remediate.

  2. Click the hammer and wrench appearing over the entry that corresponds to the line of code you wish to fix automatically.

    Use the automatic fix by gen AI option on the Fluid Attacks extension
  3. Review the output, which is presented as modifying the file already.

    See the output of automatic fix by gen AI on the Fluid Attacks extension

Again, after applying this suggestion, you can request a reattack to verify whether the remediation was successful .

Ask our pentesters to explain a vulnerabilitySee safe dependency versions

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