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    • Sonatype Lifecycle
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    • StackHawk
    • Strike
    • Synacktiv
    • Tenable Nessus
    • ThreatModeler
    • Veracode
    • White Jaguars
    • Wiz
    • Xygeni
    • ZAP
    • ZeroPath
  • Log in to the platform 
  • Home
  • Quick start
    • 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
      • Billing for the Advanced plan
      • Continuous Hacking free trial, plans and pricing
      • Continuous Hacking methodology
      • Continuous Hacking PoV
      • CVSSF metric
      • Glossary
      • Main website
      • Platform demo
      • Tutorial videos
      • What is DAST?
      • What is SAST?
      • What is SCA?
      • 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
        • Create and delete groups
        • Create another organization
        • Know your Groups section
        • Manage a group's configuration
        • Register payment information
        • See the target of evaluation's status and SBOM
        • Sort groups into portfolios
        • Invite contributing developers
        • Manage members
        • Manage your organization's authors
        • Understand roles
        • Import repositories fast and safely with OAuth
        • Manage environments
        • Manage repositories
        • Manage your credentials
        • Resolve events impeding tests
        • See retrieved repositories not yet added to any group
        • Analyze your supply chain security
        • Assign treatments
        • Correlate your threat model to vulnerabilities
        • CVSS score adjustment
        • Examine the evidence of exploitability
        • Find reachable dependency vulnerabilities
        • Request a vulnerability be dismissed as Zero Risk
        • See vulnerabilities assigned to you
        • See where vulnerabilities are and more details
        • Verify fixes with reattacks
        • Vulnerability signature update
        • Ask the AI Agent
        • Ask via chat
        • Post comments
        • Send Fluid Attacks an email
        • Talk to a Pentester
        • Watch certifiable tutorial videos or get a demo
        • Vulnerability reporting
        • Standard compliance
        • ZTNA logs
        • Recent downloads
        • Common analytics
        • Organization analytics
        • Group analytics
        • Portfolio analytics
        • Charts 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
      • Manage repositories
      • See vulnerabilities
        • 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
      • 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
      • Clouds
      • CVEs for reachability
      • Evidence formats
      • Frameworks
      • IDE functionalities
      • Languages
      • Languages for fixes
      • Package managers
      • Remediation
      • SCM systems
      • Secrets
      • Standards
      • Ticketing systems
      • Documentation sections
  • Integrations
      • Local tools
      • Access Talk to a Pentester and help from Jira issues
      • Automate Jira issue creation
      • Create Jira issues for vulnerabilities
      • Go to vulnerability evidence and more from Jira issues
      • Install the Fluid Attacks app for Jira Cloud
      • Link vulnerabilities to Jira issues or unlink them
      • Request reattacks from Jira issues
      • Set up the Jira integration
      • Set up the Azure DevOps integration
      • Set up the GitLab integration
      • Install the VS Code extension
      • View vulnerable lines, use fix options and more
      • VS Code extension error and solution catalog
      • Identify and address vulnerabilities from IntelliJ
      • Install the IntelliJ plugin
      • Identify and address vulnerabilities from Cursor
      • Install the Cursor extension
      • AWS Marketplace integration
    • MCP server
      • Installation
      • Capabilities and use cases
      • Docker installation
      • Excluding files from analysis
      • Integrate with Azure DevOps Peer Reviewer Assistant
      • Integrate with GitLab Peer Reviewer Assistant
      • Troubleshooting
      • Introduction
      • Use the API
      • Learn the basics of the Fluid Attacks API
      • Things to know before using the API
  • Stack
      • Bash
      • Python
      • Terraform
      • TypeScript
      • Ariadne
      • Commitlint
      • D3
      • Docker
      • ESLint
      • GraphQL
      • Hypercorn
      • Kubernetes
      • Labels
      • Mypy
      • Nix Flakes
      • Platform audit logs
      • Platform authentication
      • Platform authorization
      • 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
      • 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
    • ArmorCode
    • Arnica
    • Astra
    • Backslash
    • Base4
    • Bishop Fox
    • Black Duck
    • Black Hills
    • Breachlock
    • Bright Security
    • Burp Suite
    • Checkmarx
    • CloudGuard
    • Cobalt
    • Codacy
    • Conviso
    • Cure53
    • Cycode
    • Cyver
    • Data Theorem
    • DataDog
    • DeepSource
    • DefectDojo
    • Detectify
    • Devel
    • Dynatrace
    • Edgescan
    • Endor Labs
    • Escape
    • Evolve Security
    • Faraday Security
    • FortiDevSec
    • Fortify
    • GitHub Advanced Security (GHAS)
    • GitLab Ultimate
    • GuardRails
    • HackerOne
    • Hackmetrix
    • Hadrian
    • HCL AppScan
    • Heeler
    • Hopper Security
    • ImmuniWeb
    • Inspectiv
    • Intigriti
    • Intruder
    • Invicti
    • JFrog
    • Jit
    • Kiuwan
    • Legit Security
    • Mandiant
    • Mend
    • Mindgard
    • Moderne
    • NetSPI
    • NowSecure
    • Nucleus Security
    • Oligo Security
    • Orca Security
    • Oversecured
    • OX Security
    • Phoenix Security
    • PlexTrac
    • Praetorian
    • Prancer
    • Prisma Cloud
    • Probely
    • Prowler
    • ReversingLabs
    • RunSybil
    • Safety
    • Securitum
    • Seemplicity
    • Semgrep
    • Snyk
    • Socket
    • SonarQube
    • Sonatype Lifecycle
    • SOOS
    • StackHawk
    • Strike
    • Synacktiv
    • Tenable Nessus
    • ThreatModeler
    • Veracode
    • White Jaguars
    • Wiz
    • Xygeni
    • ZAP
    • ZeroPath
  • Log in to the platform 

On This Page

  • Rationale
  • Alternatives
  • AWS Redshift
  • Usage
StackServicesSnowflake

Snowflake

Rationale

Snowflake  is our database for analytical purposes.

The main reasons why we chose it over other alternatives are:

  • It is much faster.
  • It has a deeper Terraform  integration.
  • It offers flexible permission sets.
  • It integrates well with dbt .
  • It allows the creation of multiple computing environments, each with the necessary resources.
  • It offers cheap storage.
  • The pricing model is based on usage, primarily depending on processing power usage.

Alternatives

The following alternative was considered but not chosen for the following reasons:

AWS Redshift

  • Relatively slow
  • No cluster flexibility

Usage

We use Snowflake  as our analytics database.

Last updated on February 24, 2026
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