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Fill in Your Testing Blind Spots With the Help of AI

Combine dynamic testing with self-learning AI to take your existing tests to the next level. Code Intelligence maximizes the code coverage of your tests based on your application’s behavior and previous test runs. This allows you to autogenerate test cases that reach paths you never would have thought of.

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Find Hidden Bugs and Vulnerabilities With Every Code Change

Code Intelligence enables you to find hidden functional bugs and robustness issues, including OWASP vulnerabilities and memory corruption within your existing test environment.


// This is the code you want to test
public static String getUser(String id) {
  // SECURITY ISSUE: vulnerable to log4Shell (CVE-2021-44228)
  log.info("Request: user with ID " + id);
  
  Statement stmt = conn.createStatement();
  // SECURITY ISSUE: vulnerable to SQL injection!
  ResultSet rs = stmt.executeQuery("SELECT * FROM users WHERE id = '" + id + "'");
  // handle results
}

// This is the test you write
@FuzzTest
void testGetUser(String generatedId) {
  // Call your method with AI-generated inputs.
  User.getUser(generatedId);
}

$ cifuzz run all

Results: found 2 issues and reached 91% code coverage

* Critical Security Issue: Remote Code Execution in getUser (com.example.User:4)

* Critical Security Issue: SQL Injection in getUser (com.example.User:8)

To assess the issues, check your project on CI Sense

// This is the code you want to test
@SpringBootApplication
@RestController
class MyApplication {

  @GetMapping("/user")
  public String getUser(@RequestParam() String id) {
    Statement stmt = conn.createStatement();
    // SECURITY ISSUE: vulnerable to SQL injection!
    ResultSet rs = stmt.executeQuery("SELECT * FROM users WHERE id = '" + id + "'");
    // handle results
  }
}

// This is the test you write
@FuzzTest
public void testUserEndpoint(String generatedId) throws Exception {
  // Call your API endpoint with AI-generated inputs.
  mockMvc.perform(get("/user").param("id", generatedId));
}

$ cifuzz run all

Results: found 1 issues and reached 86% code coverage

* Critical Security Issue: SQL Injection in Get User endpoint (com.example.MyApplication:10)

To assess the issues, check your project on CI Sense

// This is the code you want to test
public static String getUser(String id) {
  if (id.startsWith("admin:")) {
    Statement stmt = conn.createStatement();
    // SECURITY ISSUE: vulnerable to SQL injection!
    ResultSet rs = stmt.executeQuery("SELECT * FROM admins WHERE id = '" + id + "'");
    // handle results
  }
  // Handle non-admin users.
}

// This is the test you write
@FuzzTest
void testGetUser(String generatedId) {
  // Call your method with AI-generated inputs.
  User.getUser(generatedId);
}

$ cifuzz run all

Results: found 2 issues and reached 91% code coverage

* Critical Security Issue: SQL Injection in getUser (com.example.User:6)

To assess the issues, check your project on CI Sense

// This is the code you want to test
public static String sanitize(String userInput) {
  // logic to remove all HTML tags from user input
}

// This is the test you write
@FuzzTest
void testSanitize(String generatedInput) {
  // Call your method with AI-generated inputs.
  String sanitizedInput = User.sanitize(generatedInput);
  assertFalse("Result contains unwanted string", sanitizedInput.contains("</script"))
}

$ cifuzz run all

Results: found 1 issue and reached 61% code coverage

* Assertion Failure: Result contains unwanted string (com.example.SanitizerTest)

To assess the issues, check your project on CI Sense

Resolve Issues Long Before They Make It Into Your Codebase

Make sure that optimizing your pipeline to maximum performance comes at no cost to your software’s integrity. With Code Intelligence’s CI/CD integration, your software will automatically be tested at each code change so that regressions and other release blockers are found long before production.

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Reproduce All Findings in Your Favorite IDE

Reproduce, debug and fix all findings in your IDE of choice. Code Intelligence provides the exact line in your code, the full stack trace and the input causing the issue to ensure that you deal with real findings only. No duplicates or false-positives. Code Intelligence’s standard classification and bug tracking integration enable you to prioritize and schedule fixes ahead.

Build Better Software While Complying With Industry Standards

Whether you’re building web apps, microservices, or automotive software, Code Intelligence helps you become compliant with the norms and standards of your industry, including ISO 21434, ISO 27001 and SOC 2.

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"Code Intelligence helps developers ship secure software by providing the necessary integrations to test their code at each pull request, without ever having to leave their favorite environment. It's like having an automated security expert always by your side."
Thomas Dohmke
Thomas DohmkeCEO, GitHub
“Thanks to Code Intelligence we were able to remediate deeply hidden issues, allowing us to ensure our vehicular software’s optimal functionality and safety. Coming up with the right unit tests for these cases would have been super difficult. With Code Intelligence’s AI-powered tests, we had the first finding within hours!”
Saleh Heydari Xos2
Saleh HeydariVP of Software Engineering, XOS Trucks
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Set-Up Your AI-Powered Testing Sidekick Now

Have your first AI-powered tests up and running within minutes. All you need is a working unit test in JUnit or any other unit testing tool.

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Improve Your Software With Every Code Change

Schedule some time with our team to see how AI-powered testing will help you exceed today’s quality and security requirements.

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