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DeepSource vs shhgit

Side-by-side comparison of features, pricing, ratings, and alternatives.

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DeepSource
DeepSourceAI-powered code review platform combining static analysis with automated pull request fixes.
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shhgit
shhgitSecrets detection for GitHub, GitLab and Bitbucket repositories
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Overview
Description

DeepSource is an automated code review platform that combines static analysis with AI agents to catch security vulnerabilities and quality issues, aiming to reduce false positives compared to traditional linters. It reviews pull requests inline using more than 5,000 deterministic rules plus AI analysis, and its Autofix feature generates pre-verified patches for detected issues. The platform also scans for exposed secrets across 165+ provider types, checks open-source dependencies for vulnerabilities with reachability analysis, tracks code coverage thresholds, and reviews Infrastructure-as-Code files such as Terraform and CloudFormation. DeepSource integrates with GitHub, GitLab, Bitbucket, and Azure DevOps, and offers an MCP server for AI coding agent integration.

Shhgit is a tool designed to find secrets in your code. It scans your repositories for sensitive information that could compromise your security. By using shhgit, you can identify and remove secrets before they fall into the wrong hands.

Pricing
Freemium
Free
Category
Testing & QA
Security Auditing
Best for
Engineering teams using AI-assisted coding who need automated code review
Developers and DevOps teams
Specifications
deployment
Cloud/SaaS
Self-hosted
open source
No
Yes
api available
Yes
No
key integrations
GitHub, GitLab, Bitbucket, Azure DevOps
GitHub, GitLab, Bitbucket
github stars
—
3,971
support options
—
Email, GitHub Issues
primary language
—
JavaScript
Pros & Cons
Pros
  • Free tier for unlimited public repositories
  • Combines static analysis with AI to reduce false positives
  • Broad secrets and IaC scanning coverage
  • BYOK option for enterprise AI review
  • Easy to use and integrate with existing repositories
  • Provides detailed reports and alerts for detected secrets
  • Supports customization of scanning rules and thresholds
  • Free and open-source
Cons
  • Team plan AI Review credit may run out for heavy usage
  • Enterprise pricing not published
  • Self-hosted deployment limited to Enterprise tier
  • No longer maintained - the project's own README states "shhgit is no longer maintained"
  • Limited support for large-scale enterprise deployments
  • May require manual configuration for optimal results
  • Limited support for non-standard repository platforms
Community & Metrics
Upvotes
0
0
User rating
Not enough data
Not enough data

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The Verdict

AI-generated from listing data

DeepSource offers a broader, AI‑enhanced code review and security suite with a freemium model, while shhgit is a free, open‑source secret‑scanner limited to that niche.

Key differences

  • •DeepSource combines static analysis, AI autofix, coverage enforcement, IaC scanning and vulnerability checks; shhgit only detects secrets.
  • •DeepSource is SaaS with cloud API and integrates with CI; shhgit is self‑hosted with no API.
  • •DeepSource provides a free tier for unlimited public repos and paid plans; shhgit is completely free but unmaintained.
  • •DeepSource supports AI‑driven reviews and enterprise BYOK; shhgit lacks AI and enterprise‑grade support.
  • •Support: DeepSource offers commercial support (implied by enterprise tier); shhgit only community email/GitHub issues.
DimensionWinner

Pricing & value

DeepSource has a freemium tier plus paid plans for private repos; shhgit is free but unmaintained, offering limited value.

DeepSource

Ease of use / learning curve

shhgit is a simple self‑hosted tool with minimal configuration; DeepSource requires SaaS onboarding and AI credit management.

shhgit

Features & depth

DeepSource provides static analysis, AI autofix, coverage, IaC, and vulnerability scanning; shhgit only scans for secrets.

DeepSource

Integrations & ecosystem

DeepSource integrates with GitHub, GitLab, Bitbucket, Azure DevOps and offers an API; shhgit integrates only with GitHub, GitLab, Bitbucket and has no API.

DeepSource

Collaboration

DeepSource reviews pull requests inline and shares autofix patches; shhgit provides only reports without collaborative PR feedback.

DeepSource

Scalability

DeepSource scans entire codebases and supports enterprise deployments; shhgit is self‑hosted and noted as limited for large‑scale use.

DeepSource

Support

DeepSource offers commercial support for enterprise customers; shhgit relies on community email and GitHub issues.

DeepSource

Choose DeepSource if…

Engineering teams needing comprehensive AI‑assisted code review, security, and CI integration.

Choose shhgit if…

Small teams or individuals only needing a free, open‑source secret scanner.

Common questions

Can I use DeepSource for private repositories?

Yes, via paid plans; the free tier covers unlimited public repos only.

Is shhgit still actively maintained?

No, the project's README states it is no longer maintained.

Does either tool provide an API for custom automation?

DeepSource offers an API; shhgit does not.