如果只需一次對話，就能讓安全團隊開始工作？

What if securing your code didn't require switching between dashboards, terminals, scanners, and endless review cycles?

What if you could simply talk to your engineering team and let intelligent agents handle the rest?

That's the idea we explored for #FlipTheSwitch.

We experimented with a different approach to security operations: bringing autonomous AI agents directly into the team's existing communication workflow.

A simple natural-language instruction can trigger an entire chain of operations:

• Understand — Interpret the request and identify what needs attention.
• Investigate — Analyze code and trace potential security issues.
• Remediate — Generate context-aware fixes using AI.
• Verify — Validate changes through isolated, deterministic security checks.
• Deliver — Prepare verified changes for human review and GitHub integration.

All while keeping humans in control of the final decision.

The interesting part isn't just AI finding vulnerabilities or generating patches.

It's making the entire process feel like having another engineering team member available whenever you need one.

We brought this experiment to life with @WeMakeDevs, @SwitchAIhq, and @wisprflow.

Still exploring what's possible when conversations become interfaces for autonomous engineering.

The future of developer tooling might look very different. 🛡️

FlipTheSwitch #DevSecOps #AIAgents #CyberSecurity #BuildInPublic