DeepSource vs TruffleHog

DeepSource is an AI code review platform for teams writing code with AI. It reviews pull requests through static analysis and an AI review agent, looking for bugs, anti-patterns, and security vulnerabilities. The review process uses more than 5,000 deterministic rules, while Autofix can provide verified, pre-generated patches for many detected issues. Other checks include secrets detection, open-source dependency vulnerability scanning, and infrastructure-as-code review for Terraform and CloudFormation. Teams can track code coverage and set thresholds for tested code. Supported version-control systems include GitHub, GitLab, Bitbucket, and Azure DevOps; listed integrations also include Jira, Okta, OneLogin, Slack, and Vanta. The service is available through web, API, Linux, macOS, Windows, and self-hosted deployment. Its GraphQL API has a documented limit of 5,000 requests per hour per user. The Open Source tier costs nothing and includes unlimited public repositories and members, plus monthly limits for reviews and formatting runs. Team costs $24 a year, billed yearly, with a stated rate of $24 per user per month. A 14-day trial is available. Enterprise uses custom pricing and offers cloud or self-hosted deployment, among other listed features.

TruffleHog scans code repositories and other sources for exposed secrets, passwords, and sensitive keys. It checks version history across branches and can find credentials in comments and Docker images, among other locations. For detected credentials, it checks the relevant protocol or API to determine whether they are live, helping reduce false positives. Its Analyze feature identifies the resources and permissions associated with API keys and other secrets without requiring access to a provider’s user interface. Pre-commit and pre-receive hooks can scan changes before they are committed. Alerts can point to credential-rotation actions and security guidance. Integrations include GitHub, GitLab, Bitbucket, Gerrit, Docker, Jenkins, Slack, Teams, Jira, Confluence, Google Drive, S3, and SharePoint, among others. Notifications can go to Slack, Jira, Splunk, webhooks, email, or stdout. The open-source plan costs nothing and includes 800+ secret detectors.