Not so long ago, every commit in your repository came from a human. A developer wrote code, pushed a branch, opened a pull request, and a reviewer approved it. Your CI/CD pipeline was designed around that flow: run tests, check lint, scan for vulnerabilities, deploy if green.
That assumption is breaking.
Agentic software engineering is no longer a future concept. AI coding agents, autonomous pull request generation, self-healing pipelines, and AI-assisted operations are already reshaping how teams design, build, test, and ship software every single day.
And here's the uncomfortable truth most teams aren't ready to hear:
Agents don't magically fix broken engineering practices. They scale them.
Rolling out GitHub Advanced Security (GHAS) across development teams can be a complex task. This blog post provides tips and tricks to help you successfully implement GHAS and integrate it with Microsoft Defender for Cloud, ensuring that your teams are not overwhelmed and can maximize the capabilities of Code Scanning, Secret Scanning, Supply Chain Scanning and Infrastructure as a Code Scanning.
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