Seamless Integrations

AI.CleanCode embeds into existing tooling. Developers see findings in VS Code, while CI and security teams receive them through supported templates, the CLI, webhooks, and SARIF.

Development Environment

Surface vulnerabilities as they are typed through the supported local extension.

VS

VS Code

Extension with inline findings, explanations, and suggested fixes.

LSP

Local LSP

The extension and language server run on the developer workstation.

Language Support

A dedicated analysis toolchain for every supported language.

PY

Python

Supported with language-aware security analysis.

JS

JavaScript/TypeScript

Supported with language-aware security analysis.

JV

Java

Supported with language-aware security analysis.

KT

Kotlin

Supported with language-aware security analysis.

GO

Go

Supported with language-aware security analysis.

C#

C#

Supported with language-aware security analysis.

C

C/C++

Supported with language-aware security analysis.

PHP

PHP

Supported with language-aware security analysis.

RB

Ruby

Supported with language-aware security analysis.

RS

Rust

Supported with language-aware security analysis.

SW

Swift

Supported with language-aware security analysis.

Source Control & CI/CD

Ready-made templates where available, with a portable CLI and SARIF everywhere else.

GH

GitHub Actions

Ready-made pipeline template with a quality gate.

GL

GitLab CI

Ready-made pipeline template with a quality gate.

Jenkins, Azure Pipelines, and Bitbucket Pipelines are supported through the safecode-ci CLI and SARIF output, which plug into any build system.

Implemented Workflow Connectors

Route findings to the right teams automatically.

JR

Jira

Create actionable tickets from findings.

SL

Slack

Send channel alerts for critical findings.

DD

DefectDojo

Export findings to your ASOC workflow.

WH

Webhook

Send structured events to internal tools.

@

E-mail

Notify owners without another connector.

Other Systems

Standards-based paths, clearly separated from native connectors.

Anything else connects through webhooks and SARIF export — ServiceNow, Splunk, Datadog, MS Teams, and Linear work this way today; native connectors are on the roadmap.

Need a custom integration?

AI.CleanCode offers a documented REST API (OpenAPI specification), webhooks, and SARIF export for proprietary internal tooling and custom deployment orchestrators.