15 AI Tools to help you Code Bug-Free in 2023
Tags: ai, deeplearning, programming, webdev
Published: 2023-05-04 13:40:47

<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">AI code tools have become a popular choice for developers in 2023, with various tools available that leverage artificial intelligence to assist in generating high-quality code. </span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">One of the most notable tools is </span><span class="attrlink url author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><a class="attrlink" href="https://openai.com/blog/openai-codex/" target="_blank" rel="noreferrer nofollow noopener" data-target-href="https://openai.com/blog/openai-codex/">OpenAI Codex</a></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">, which can translate natural language to code and powers </span><span class="attrlink url author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><a class="attrlink" href="https://github.com/features/copilot" target="_blank" rel="noreferrer nofollow noopener" data-target-href="https://github.com/features/copilot">GitHub Copilot</a></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">. OpenAI Codex can interpret simple commands and applies to almost any programming task, making it a versatile developer tool. </span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">Another tool that has garnered attention is </span><span class="attrlink url author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><a class="attrlink" href="https://alphacode.deepmind.com/" target="_blank" rel="noreferrer nofollow noopener" data-target-href="https://alphacode.deepmind.com/">AlphaCode</a></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> by </span><span class="attrlink url author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><a class="attrlink" href="https://www.deepmind.com/" target="_blank" rel="noreferrer nofollow noopener" data-target-href="https://www.deepmind.com/">DeepMind,</a></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> which has been shown to outperform human coders in certain situations. Other AI code tools are available, each with its strengths and weaknesses.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">Despite the benefits of these tools, it's important to note that they are not yet completely safe to use. Researchers have found that engineers who use AI tools are more likely to introduce security vulnerabilities to their apps. </span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">This can lead to various problems, from minor inconveniences to major security breaches.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">Artificial intelligence</span> <span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i h-lparen">(AI)</span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> has emerged as a powerful tool for finding and fixing software bugs in recent years. </span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">AI-powered tools can scan code much faster than humans and identify patterns humans might miss.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">As AI technology develops, we expect to see more powerful and effective AI tools for finding and fixing software bugs. Here are 15 AI tools that are available today:</span></div>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class="attrlink url author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><a class="attrlink" href="https://aitestkitchen.withgoogle.com/" target="_blank" rel="noreferrer nofollow noopener" data-target-href="https://aitestkitchen.withgoogle.com/"><b>Google AI Test Kitchen</b></a></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Google AI Test Kitchen is a platform for developing and testing AI-powered applications. It provides a variety of tools and resources to help developers create and test AI applications that are reliable and bug-free.</span></li>
</ul>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class="attrlink url author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><a class="attrlink" href="https://alphacode.deepmind.com/" target="_blank" rel="noreferrer nofollow noopener" data-target-href="https://alphacode.deepmind.com/"><b>DeepMind's AlphaCode</b></a></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> DeepMind's AlphaCode is a large language model that can generate code. It can generate code that is of high quality and bug-free.</span></li>
</ul>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class="attrlink url author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><a class="attrlink" href="https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/work-with-code" target="_blank" rel="noreferrer nofollow noopener" data-target-href="https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/work-with-code"><b>Microsoft's CodeX</b></a></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Microsoft's CodeX is a large language model that can generate code. It can generate code that is of high quality and bug-free.</span></li>
</ul>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class="attrlink url author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><a class="attrlink" href="https://tech.facebook.com/ideas/2021/01/how-facebooks-research-lab-is-thinking-about-ai/" target="_blank" rel="noreferrer nofollow noopener" data-target-href="https://tech.facebook.com/ideas/2021/01/how-facebooks-research-lab-is-thinking-about-ai/"><b>Facebook's AI Research Lab</b></a></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Facebook's AI Research Lab is developing a variety of AI tools that can be used to find and fix bugs in software. These tools include:</span></li>
</ul>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li style="list-style-type: none;">
<ul class="listtype-bullet listindent2 list-bullet2">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>BugSeer:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> BugSeer is a tool that uses machine learning to find bugs in code.</span></li>
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>BugSpotter:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> BugSpotter is a tool that uses machine learning to find bugs in text.</span></li>
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>BugSniffer:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> BugSniffer is a tool that uses machine learning to find image bugs.</span></li>
</ul>
</li>
</ul>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Plaid AI:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Plaid AI is a company that develops AI tools for finding and fixing bugs in software. Their tools include:</span></li>
</ul>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li style="list-style-type: none;">
<ul class="listtype-bullet listindent2 list-bullet2">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Plaid Detect:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Plaid Detect is a tool that uses machine learning to find bugs in code.</span></li>
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Plaid Fix:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Plaid Fix is a tool that uses machine learning to fix bugs in code.</span></li>
</ul>
</li>
</ul>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Snyk:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Snyk is a company that develops AI tools for finding and fixing security vulnerabilities in software. Their tools include:</span></li>
</ul>
<div></div>
<ul class="listtype-bullet listindent1 list-bullet1">
 	<li style="list-style-type: none;">
<ul class="listtype-bullet listindent2 list-bullet2">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Snyk Code:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Snyk Code is a tool that uses machine learning to find security vulnerabilities in code.</span></li>
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Snyk Container:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Snyk Container is a machine-learning tool to find security vulnerabilities in container images.</span></li>
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Snyk Infrastructure:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Snyk Infrastructure is a tool that uses machine learning to find security vulnerabilities in infrastructure as code.</span></li>
</ul>
</li>
</ul>
<div></div>
<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>SonarSource:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> SonarSource is a company that develops AI tools for finding and fixing bugs and security vulnerabilities in software. Their tools include:</span></li>
</ul>
<div></div>
<ul class="listtype-bullet listindent1 list-bullet1">
 	<li style="list-style-type: none;">
<ul class="listtype-bullet listindent2 list-bullet2">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>SonarLint:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> SonarLint is a tool that integrates with IDEs to find bugs and security vulnerabilities in code.</span></li>
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>SonarCloud:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> SonarCloud is a cloud-based platform that provides various tools for finding and fixing bugs and security vulnerabilities in software.</span></li>
</ul>
</li>
</ul>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Checkmarx:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Checkmarx is a company that develops AI tools for finding and fixing security vulnerabilities in software. Their tools include:</span></li>
</ul>
<div></div>
<ul class="listtype-bullet listindent1 list-bullet1">
 	<li style="list-style-type: none;">
<ul class="listtype-bullet listindent2 list-bullet2">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Checkmarx CxSAST:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Checkmarx CxSAST is a static analysis tool that uses machine learning to find security vulnerabilities in code.</span></li>
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Checkmarx CxIAST:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Checkmarx CxIAST is an interactive analysis tool that uses machine learning to find security vulnerabilities in code.</span></li>
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Checkmarx CxSCA:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Checkmarx CxSCA is a software composition analysis tool that uses machine learning to find security vulnerabilities in third-party components.</span></li>
</ul>
</li>
</ul>
<div></div>
<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>IBM Security AppScan:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> IBM Security AppScan is a tool suite that uses machine learning to find security vulnerabilities in software. These tools include:</span></li>
</ul>
<div></div>
<ul class="listtype-bullet listindent1 list-bullet1">
 	<li style="list-style-type: none;">
<ul class="listtype-bullet listindent2 list-bullet2">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>IBM Security AppScan Source:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> IBM Security AppScan Source is a static analysis tool that uses machine learning to find security vulnerabilities in code.</span></li>
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>IBM Security AppScan Standard:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> IBM Security AppScan Standard is an interactive analysis tool that uses machine learning to find security vulnerabilities in code.</span></li>
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>IBM Security AppScan Enterprise:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> IBM Security AppScan Enterprise is a tool suite that uses machine learning to find security vulnerabilities in software.</span></li>
</ul>
</li>
</ul>
<div></div>
<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">These are just a few of the many AI tools available to help developers find and fix bugs in software. </span></div>
<div></div>
<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">As AI technology develops, we can expect to see more powerful and effective tools available. </span></div>
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<h2 data-usually-unique-id="143132750622095921369208"><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">How to integrate AI code assistance into VScode</span></h2>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">There are several AI code assistance extensions available for VScode. Some popular options include:</span></div>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>GitHub Copilot:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> GitHub Copilot is an AI-powered code completion tool that can help you write code faster and more accurately.</span></li>
</ul>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Tabnine:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Tabnine is another AI-powered code completion tool that can help you write code faster and more accurately.</span></li>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>AISense:</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> AISense is an AI-powered code assistant that can help you with various tasks, such as code completion, linting, and refactoring.</span></li>
</ul>
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<span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">In this tutorial we will be using Github Copilot. </span>

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<figure><img src="https://paper-attachments.dropboxusercontent.com/s_FE52B0956C68D3A956D13C45824AE9C32977BF8A6D9046A174881245B02D18BA_1683204206219_Screenshot+2023-05-04+at+1.43.00+PM.png" /><figcaption></figcaption></figure>
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<span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">GitHub Copilot is easy and more user-friendly; the code rarely breaks when working.</span>

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<span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Install the AI code assistance extension: </b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">Open your Vscode, navigate to the extension panel by the left and search for Copilot.</span>

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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Configure the Copilot assistance extension.</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Once installed, you must configure it. This typically involves setting up your coding preferences and providing the extension with access to your code repositories.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Start using the Copilot assistance extension.</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> Once configured, you can use it. To do this, start typing code in VScode, and Copilot will suggest completions and other helpful information.</span></div>
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<div><span class="ace-all-bold-hthree"><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Here are some additional tips for using AI code assistance in VScode:</b></span></span></div>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Use the AI code assistance extension as a starting point.</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> The AI code assistance extension is a powerful tool, not a replacement for human judgment.</span></span>Always use your judgment when using the AI code assistance extension, and do not be afraid to change the code that the AI suggests.</li>
</ul>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Experiment with different AI code assistance extensions.</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> There are several different AI code assistance extensions available for VScode. Experiment with different extensions to find one that works best for you.</span></li>
</ul>
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<ul class="listtype-bullet listindent1 list-bullet1">
 	<li><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><b>Provide feedback to the AI code assistance extension developers.</b></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> The AI code assistance extension developers are constantly working to improve their products. Provide feedback to the developers so that they can make the AI code assistance extensions even better.</span></li>
</ul>
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<h2 data-usually-unique-id="245976003247980335786612"><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">Conclusion </span></h2>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">As AI technology develops, we can expect to see even more powerful and effective AI tools become available. This will help developers create more reliable and secure software, benefiting everyone.</span></div>
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<div><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">To read more exciting content on Ai, please </span><span class="attrlink url author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><a class="attrlink" href="https://blog.learnhub.africa/category/data-science/" target="_blank" rel="noreferrer nofollow noopener" data-target-href="https://blog.learnhub.africa/category/data-science/">subscribe to our blog</a></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"> and get the most updated content on </span><span class="attrlink url author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i"><a class="attrlink" href="https://blog.learnhub.africa/" target="_blank" rel="noreferrer nofollow noopener" data-target-href="https://blog.learnhub.africa/">Frontend, Ai, Cloud and Security</a></span><span class=" author-d-1gg9uz65z1iz85zgdz68zmqkz84zo2qowz80zsz71zp65nz74z73z81zz87zz122z2gz81zz84zz90zz81ztyz73zvd2jz83zpi3i">. </span></div>