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For the complete documentation index, see llms.txt. This page is also available as Markdown.

AI CodeFix

SonarQube for VS Code helps to integrate AI in your IDE when it connects with your Cloud or Server instance to get AI-generated fix suggestions for issues found during your analysis.

AI features are available when running in Connected mode with SonarQube Server Enterprise and Data Center editions, and with SonarQube Cloud Subscription plans.

AI CodeFix in your IDE

AI CodeFix is a feature that generates AI-generated fix suggestions in SonarQube (Server, Cloud) and SonarQube for IntelliJ. It must be activated by a SonarQube Server or Cloud administrator. See the server documentation to enable AI CodeFix:

About AI CodeFix

Running SonarQube for VS Code in connected mode with SonarQube Server 2025.3+ or SonarQube Cloud is required to get AI-generated fix suggestions in your IDE. See the Connection setup instructions to learn how to set up connected mode.

The suggestions are generated using the LLM selected when enabling the feature on the server. The details about how AI CodeFix works is available in the server documentation, at the links given above.

Getting AI-generated fix suggestions

With AI-CodeFix enabled in SonarQube Cloud, issues eligible for an AI-generated fix are identifiable by the ✧˖° icon found in the SonarQube for VS Code Quick Fix menu. You may need to restart your IDE if the feature was recently enabled in SonarQube Cloud and the server has not yet synced with SonarQube for VS Code.

To generate a fix suggestion:

  • In VS Code, select an issue in the PROBLEMS view panel or click the lightbulb in the left margin of the VS Code editor to reveal available Quick Fixes for your issue.

  • Select SonarQube: ✧˖° Fix with AI CodeFix ‘<YOUR_ISSUE_DESCRIPTION>’

    • An AI CodeFix snippet, or series of snippets if your issue is an injection vulnerability or something like a duplicated string that requires multiple snippets, will be generated and displayed with a diff view in the REFACTOR PREVIEW view panel. See the Injection vulnerabilities page for more information about those issue types.

  • To open a contextual diff view, select the checkbox and click on the snippet in the REFACTOR PREVIEW view panel.

  • Select the snippets you would like to keep, and then select Apply or Discard to accept or decline the AI CodeFix suggestion and close the REFACTOR PREVIEW view panel.

Select your AI-generated fix suggestion (the AI CodeFix feature) in the REFACTOR PREVIEW view panel to see the diff view in the code editor.

It’s also possible to use the Open in IDE button from SonarQube Cloud to navigate to your issue in the code editor. See the article on Opening issues in the IDE for more information.

Rules covered with AI CodeFix

Below you’ll find a list of Sonar Rules that are eligible for use with our AI CodeFix feature. We’ve tested each of these rules in the supported AI models and given them a confidence score to ensure they can effectively help you resolve issues. Once a rule passes our certification, it’s added to the AI CodeFix service and becomes available to you. We’re constantly working to expand this list by evaluating more rules and enhancing our AI capabilities.

Each collapsible holds a list of rules for the listed language.

AI CodeFix rules for C++

AI CodeFix rules for C++

cpp:S1048

cpp:S1051

cpp:S1052

cpp:S1065

cpp:S1066

cpp:S1079

cpp:S1110

cpp:S1117

cpp:S1121

cpp:S1131

cpp:S1155

cpp:S117

cpp:S1172

cpp:S1188

cpp:S1199

cpp:S1235

cpp:S1238

cpp:S125

cpp:S1264

cpp:S1270

cpp:S1271

cpp:S1301

cpp:S134

cpp:S1481

cpp:S1669

cpp:S1705

cpp:S1751

cpp:S1764

cpp:S1768

cpp:S1772

cpp:S1854

cpp:S1905

cpp:S1912

cpp:S1915

cpp:S1916

cpp:S2259

cpp:S2275

cpp:S2305

cpp:S2343

cpp:S2681

cpp:S2807

cpp:S3229

cpp:S3358

cpp:S3458

cpp:S3490

cpp:S3539

cpp:S3542

cpp:S3549

cpp:S3574

cpp:S3659

cpp:S3806

cpp:S3923

cpp:S3972

cpp:S3973

cpp:S4334

cpp:S4962

cpp:S5028

cpp:S5271

cpp:S5303

cpp:S5319

cpp:S5350

cpp:S5416

cpp:S5523

cpp:S5536

cpp:S5566

cpp:S5817

cpp:S5820

cpp:S5825

cpp:S5827

cpp:S5946

cpp:S5951

cpp:S5997

cpp:S6005

cpp:S6024

cpp:S6045

cpp:S6164

cpp:S6171

cpp:S6178

cpp:S6180

cpp:S6185

cpp:S6186

cpp:S6195

cpp:S6197

cpp:S6226

cpp:S6229

cpp:S6230

cpp:S6234

cpp:S6391

cpp:S7034

cpp:S7116

cpp:S811

cpp:S818

cpp:S831

cpp:S834

cpp:S835

cpp:S836

cpp:S864

cpp:S868

cpp:S871

cpp:S872

cpp:S878

cpp:S905

cpp:S959

cpp:S963

cpp:S966

cpp:S982

cpp:S991

cpp:S994

cpp:S995

cpp:S998

AI CodeFix rules for C# and Roslyn security

AI CodeFix rules for C#

csharpsquid:S100

csharpsquid:S1006

csharpsquid:S101

csharpsquid:S104

csharpsquid:S1048

csharpsquid:S105

csharpsquid:S106

csharpsquid:S1066

csharpsquid:S107

csharpsquid:S1075

csharpsquid:S110

csharpsquid:S1110

csharpsquid:S1116

csharpsquid:S1117

csharpsquid:S1118

csharpsquid:S112

csharpsquid:S1121

csharpsquid:S1123

csharpsquid:S1125

csharpsquid:S1128

csharpsquid:S1133

csharpsquid:S1134

csharpsquid:S1135

csharpsquid:S1144

csharpsquid:S1147

csharpsquid:S1155

csharpsquid:S1163

csharpsquid:S1168

csharpsquid:S1172

csharpsquid:S1185

csharpsquid:S1186

csharpsquid:S1199

csharpsquid:S1200

csharpsquid:S1206

csharpsquid:S121

csharpsquid:S1215

csharpsquid:S1226

csharpsquid:S1227

csharpsquid:S1244

csharpsquid:S125

csharpsquid:S126

csharpsquid:S1264

csharpsquid:S1301

csharpsquid:S131

csharpsquid:S1312

csharpsquid:S1313

csharpsquid:S1450

csharpsquid:S1451

csharpsquid:S1479

csharpsquid:S1481

csharpsquid:S1607

csharpsquid:S1643

csharpsquid:S1656

csharpsquid:S1659

csharpsquid:S1694

csharpsquid:S1696

csharpsquid:S1698

csharpsquid:S1699

csharpsquid:S1751

csharpsquid:S1764

csharpsquid:S1821

csharpsquid:S1848

csharpsquid:S1854

csharpsquid:S1858

csharpsquid:S1862

csharpsquid:S1871

csharpsquid:S1905

csharpsquid:S1939

csharpsquid:S1940

csharpsquid:S1944

csharpsquid:S2053

csharpsquid:S2068

csharpsquid:S2076

csharpsquid:S2077

csharpsquid:S2078

csharpsquid:S2083

csharpsquid:S2091

csharpsquid:S2092

csharpsquid:S2114

csharpsquid:S2115

csharpsquid:S2123

csharpsquid:S2139

csharpsquid:S2156

csharpsquid:S2166

csharpsquid:S2178

csharpsquid:S2183

csharpsquid:S2184

csharpsquid:S2187

csharpsquid:S2190

csharpsquid:S2198

csharpsquid:S2219

csharpsquid:S2221

csharpsquid:S2222

csharpsquid:S2223

csharpsquid:S2225

csharpsquid:S2234

csharpsquid:S2245

csharpsquid:S2251

csharpsquid:S2252

csharpsquid:S2257

csharpsquid:S2259

csharpsquid:S2275

csharpsquid:S2290

csharpsquid:S2291

csharpsquid:S2292

csharpsquid:S2302

csharpsquid:S2306

csharpsquid:S2325

csharpsquid:S2326

csharpsquid:S2327

csharpsquid:S2328

csharpsquid:S2330

csharpsquid:S2333

csharpsquid:S2342

csharpsquid:S2344

csharpsquid:S2345

csharpsquid:S2346

csharpsquid:S2368

csharpsquid:S2372

csharpsquid:S2376

csharpsquid:S2386

csharpsquid:S2387

csharpsquid:S2437

csharpsquid:S2445

csharpsquid:S2479

csharpsquid:S2551

csharpsquid:S2583

csharpsquid:S2612

csharpsquid:S2629

csharpsquid:S2631

csharpsquid:S2674

csharpsquid:S2681

csharpsquid:S2688

csharpsquid:S2692

csharpsquid:S2696

csharpsquid:S2699

csharpsquid:S2701

csharpsquid:S2737

csharpsquid:S2755

csharpsquid:S2757

csharpsquid:S2760

csharpsquid:S2761

csharpsquid:S2857

csharpsquid:S2925

csharpsquid:S2930

csharpsquid:S2933

csharpsquid:S2934

csharpsquid:S2952

csharpsquid:S2953

csharpsquid:S2970

csharpsquid:S2971

csharpsquid:S2995

csharpsquid:S2996

csharpsquid:S2997

csharpsquid:S3005

csharpsquid:S3010

csharpsquid:S3011

csharpsquid:S3052

csharpsquid:S3059

csharpsquid:S3060

csharpsquid:S3063

csharpsquid:S3168

csharpsquid:S3169

csharpsquid:S3172

csharpsquid:S3215

csharpsquid:S3216

csharpsquid:S3217

csharpsquid:S3218

csharpsquid:S3220

csharpsquid:S3234

csharpsquid:S3235

csharpsquid:S3236

csharpsquid:S3237

csharpsquid:S3241

csharpsquid:S3242

csharpsquid:S3244

csharpsquid:S3246

csharpsquid:S3247

csharpsquid:S3249

csharpsquid:S3251

csharpsquid:S3253

csharpsquid:S3254

csharpsquid:S3256

csharpsquid:S3257

csharpsquid:S3260

csharpsquid:S3261

csharpsquid:S3262

csharpsquid:S3263

csharpsquid:S3264

csharpsquid:S3265

csharpsquid:S3267

csharpsquid:S3329

csharpsquid:S3330

csharpsquid:S3343

csharpsquid:S3346

csharpsquid:S3353

csharpsquid:S3358

csharpsquid:S3363

csharpsquid:S3366

csharpsquid:S3376

csharpsquid:S3397

csharpsquid:S3398

csharpsquid:S3400

csharpsquid:S3415

csharpsquid:S3416

csharpsquid:S3427

csharpsquid:S3431

csharpsquid:S3433

csharpsquid:S3440

csharpsquid:S3441

csharpsquid:S3442

csharpsquid:S3443

csharpsquid:S3444

csharpsquid:S3445

csharpsquid:S3447

csharpsquid:S3450

csharpsquid:S3453

csharpsquid:S3456

csharpsquid:S3457

csharpsquid:S3458

csharpsquid:S3459

csharpsquid:S3466

csharpsquid:S3532

csharpsquid:S3597

csharpsquid:S3598

csharpsquid:S3603

csharpsquid:S3604

csharpsquid:S3610

csharpsquid:S3626

csharpsquid:S3649

csharpsquid:S3655

csharpsquid:S3717

csharpsquid:S3869

csharpsquid:S3871

csharpsquid:S3872

csharpsquid:S3874

csharpsquid:S3875

csharpsquid:S3876

csharpsquid:S3877

csharpsquid:S3878

csharpsquid:S3880

csharpsquid:S3881

csharpsquid:S3885

csharpsquid:S3889

csharpsquid:S3897

csharpsquid:S3902

csharpsquid:S3903

csharpsquid:S3904

csharpsquid:S3906

csharpsquid:S3908

csharpsquid:S3909

csharpsquid:S3923

csharpsquid:S3925

csharpsquid:S3926

csharpsquid:S3927

csharpsquid:S3928

csharpsquid:S3937

csharpsquid:S3949

csharpsquid:S3956

csharpsquid:S3962

csharpsquid:S3963

csharpsquid:S3966

csharpsquid:S3971

csharpsquid:S3972

csharpsquid:S3973

csharpsquid:S3981

csharpsquid:S3984

csharpsquid:S3990

csharpsquid:S3992

csharpsquid:S3993

csharpsquid:S3994

csharpsquid:S3995

csharpsquid:S3996

csharpsquid:S3997

csharpsquid:S3998

csharpsquid:S4000

csharpsquid:S4002

csharpsquid:S4004

csharpsquid:S4005

csharpsquid:S4015

csharpsquid:S4016

csharpsquid:S4018

csharpsquid:S4019

csharpsquid:S4022

csharpsquid:S4023

csharpsquid:S4025

csharpsquid:S4026

csharpsquid:S4027

csharpsquid:S4035

csharpsquid:S4036

csharpsquid:S4039

csharpsquid:S4040

csharpsquid:S4041

csharpsquid:S4047

csharpsquid:S4049

csharpsquid:S4050

csharpsquid:S4052

csharpsquid:S4056

csharpsquid:S4057

csharpsquid:S4058

csharpsquid:S4059

csharpsquid:S4060

csharpsquid:S4070

csharpsquid:S4136

csharpsquid:S4143

csharpsquid:S4144

csharpsquid:S4158

csharpsquid:S4159

csharpsquid:S4200

csharpsquid:S4201

csharpsquid:S4210

csharpsquid:S4211

csharpsquid:S4214

csharpsquid:S4220

csharpsquid:S4225

csharpsquid:S4226

csharpsquid:S4260

csharpsquid:S4261

csharpsquid:S4275

csharpsquid:S4277

csharpsquid:S4347

csharpsquid:S4423

csharpsquid:S4426

csharpsquid:S4428

csharpsquid:S4433

csharpsquid:S4456

csharpsquid:S4457

csharpsquid:S4462

csharpsquid:S4487

csharpsquid:S4502

csharpsquid:S4507

csharpsquid:S4524

csharpsquid:S4545

csharpsquid:S4581

csharpsquid:S4583

csharpsquid:S4586

csharpsquid:S4635

csharpsquid:S4663

csharpsquid:S4790

csharpsquid:S4792

csharpsquid:S4830

csharpsquid:S5034

csharpsquid:S5042

csharpsquid:S5122

csharpsquid:S5131

csharpsquid:S5135

csharpsquid:S5144

csharpsquid:S5145

csharpsquid:S5146

csharpsquid:S5147

csharpsquid:S5332

csharpsquid:S5334

csharpsquid:S5344

csharpsquid:S5443

csharpsquid:S5445

csharpsquid:S5542

csharpsquid:S5547

csharpsquid:S5659

csharpsquid:S5693

csharpsquid:S5753

csharpsquid:S5766

csharpsquid:S5773

csharpsquid:S5856

csharpsquid:S5883

csharpsquid:S6096

csharpsquid:S6173

csharpsquid:S6350

csharpsquid:S6354

csharpsquid:S6377

csharpsquid:S6399

csharpsquid:S6418

csharpsquid:S6419

csharpsquid:S6420

csharpsquid:S6421

csharpsquid:S6422

csharpsquid:S6423

csharpsquid:S6444

csharpsquid:S6507

csharpsquid:S6513

csharpsquid:S6547

csharpsquid:S6549

csharpsquid:S6561

csharpsquid:S6563

csharpsquid:S6575

csharpsquid:S6580

csharpsquid:S6585

csharpsquid:S6588

csharpsquid:S6602

csharpsquid:S6603

csharpsquid:S6605

csharpsquid:S6607

csharpsquid:S6608

csharpsquid:S6609

csharpsquid:S6610

csharpsquid:S6612

csharpsquid:S6613

csharpsquid:S6617

csharpsquid:S6618

csharpsquid:S6639

csharpsquid:S6640

csharpsquid:S6641

csharpsquid:S6664

csharpsquid:S6667

csharpsquid:S6668

csharpsquid:S6669

csharpsquid:S6670

csharpsquid:S6672

csharpsquid:S6673

csharpsquid:S6674

csharpsquid:S6675

csharpsquid:S6677

csharpsquid:S6678

csharpsquid:S6680

csharpsquid:S6776

csharpsquid:S6781

csharpsquid:S6797

csharpsquid:S6798

csharpsquid:S6800

csharpsquid:S6802

csharpsquid:S6803

csharpsquid:S6931

csharpsquid:S6932

csharpsquid:S6934

csharpsquid:S6960

csharpsquid:S6961

csharpsquid:S6962

csharpsquid:S6964

csharpsquid:S6965

csharpsquid:S6966

csharpsquid:S6967

csharpsquid:S6968

csharpsquid:S7027

csharpsquid:S7039

csharpsquid:S7044

csharpsquid:S7091

csharpsquid:S7130

csharpsquid:S7131

csharpsquid:S7133

csharpsquid:S7714

csharpsquid:S7788

csharpsquid:S818

csharpsquid:S881

csharpsquid:S927

AI CodeFix rules for Roslyn rules

roslyn.sonaranalyzer.security.cs:S2076

roslyn.sonaranalyzer.security.cs:S2078

roslyn.sonaranalyzer.security.cs:S2091

roslyn.sonaranalyzer.security.cs:S3649

roslyn.sonaranalyzer.security.cs:S5131

roslyn.sonaranalyzer.security.cs:S5145

roslyn.sonaranalyzer.security.cs:S5146

roslyn.sonaranalyzer.security.cs:S5334

roslyn.sonaranalyzer.security.cs:S6096

roslyn.sonaranalyzer.security.cs:S6173

roslyn.sonaranalyzer.security.cs:S6639

roslyn.sonaranalyzer.security.cs:S6641

AI Rules for CSS

AI CodeFix rules for CSS

css:S1116

css:S1128

css:S125

css:S4647

css:S4648

css:S4649

css:S4650

css:S4651

css:S4652

css:S4653

css:S4654

css:S4655

css:S4656

css:S4657

css:S4658

css:S4659

css:S4660

css:S4661

css:S4662

css:S4663

css:S4664

css:S4666

css:S4667

css:S4668

css:S4670

css:S5362

css:S7923

css:S7924

css:S7925

AI CodeFix rules for HTML

AI CodeFix rules for HTML

Web:S1134

Web:S1135

Web:S1827

Web:S1829

Web:S4084

Web:S4645

Web:S5148

Web:S5247

Web:S5254

Web:S5255

Web:S5256

Web:S5257

Web:S5258

Web:S5260

Web:S5264

Web:S5725

Web:S6793

Web:S6807

Web:S6811

Web:S6819

Web:S6821

Web:S6822

Web:S6823

Web:S6824

Web:S6825

Web:S6827

Web:S6840

Web:S6841

Web:S6842

Web:S6843

Web:S6844

Web:S6845

Web:S6846

Web:S6847

Web:S6848

Web:S6850

Web:S6851

Web:S6852

Web:S6853

Web:S7926

Web:S7927

Web:S7929

Web:S7930

AI CodeFix rules for Java and Java security

AI CodeFix rules for Java

java:S100

java:S101

java:S104

java:S105

java:S1065

java:S1068

java:S1075

java:S108

java:S110

java:S1104

java:S1110

java:S1111

java:S1113

java:S1116

java:S1117

java:S1118

java:S1119

java:S112

java:S1121

java:S1123

java:S1124

java:S1125

java:S1126

java:S1128

java:S113

java:S1130

java:S1132

java:S1133

java:S1134

java:S1135

java:S114

java:S1143

java:S1144

java:S1147

java:S1149

java:S115

java:S1150

java:S1153

java:S1155

java:S1157

java:S1158

java:S116

java:S1160

java:S1162

java:S1163

java:S1165

java:S1166

java:S1168

java:S117

java:S1170

java:S1171

java:S1172

java:S1174

java:S1175

java:S1176

java:S118

java:S1181

java:S1182

java:S1185

java:S1186

java:S119

java:S1190

java:S1191

java:S1192

java:S1193

java:S1194

java:S1195

java:S1197

java:S120

java:S1200

java:S1201

java:S1206

java:S1210

java:S1215

java:S1217

java:S1219

java:S1220

java:S1221

java:S1223

java:S1228

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java:S923

AI CodeFix rules for Java security

javasecurity:S2076

javasecurity:S2078

javasecurity:S2083

javasecurity:S2091

javasecurity:S2631

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javasecurity:S5131

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jssecurity:S2083

jssecurity:S2631

jssecurity:S3649

jssecurity:S5131

jssecurity:S5146

jssecurity:S5696

jssecurity:S6096

AI CodeFix rules for JavaScript and JavaScript security

AI CodeFix rules for JavaScript

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