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扫描AI应用发现安全和代码质量问题,自动生成GitHub修复。
@LaunchGuardHQ · X
I'm an HVAC installer, not a developer. Built LaunchGuard nights & weekends with AI coding tools. It scans AI-built apps for leaked API keys, wide-open databases, and vulnerable dependencies — then opens a real GitHub PR with the fix.

在发布前检查AI生成内容中的错误和安全问题。
u/Brief_Dust8845 · Reddit
I pivoted from my initial idea after realizing I was solving the right problem at the wrong time When I started building GaaS Guard, it was an AI governance tool for companies. The idea was to help organizations defend against prompt injection and unsafe AI interactions. It was technically interesting, and I still genuinely believe I was solving a real problem. The problem was, it just wasn’t selling—to be brutally honest. Here’s how I actually ended up pivoting. I started using a b

自动扫描代码变更,发现安全问题和代码质量缺陷。
@RepoMend02 · X
Vibe-coded your MVP in a weekend? Cute. RepoMend reads every diff and hunts the secrets your AI forgot to redact. The auditor the AI forgot to build.

Find your AI chatbot's security vulnerabilities before hackers do. 80+ attack types, independent verification, professional reports in minutes.
@SidraMumtaz25 · X
AutoRedTeam is an AI-powered security platform that automatically red-teams AI chatbots for vulnerabilities like prompt injection, jailbreaks, and data leaks. Built for AI teams to find and fix security issues before attackers do.

Deploy bots, applications, APIs, and game servers without the infrastructure headache.
@DeployHatch · X
Just dropped our Agent MCP + API on Now you can prompt your agent: "Build this and deploy it to Deploy Hatch." If the build or deployment fails, the agent reads the logs, fixes the issue, and iterates until you get a green build and a live URL—all from a single prompt.