A practical look at why AI-generated code needs local security checks before it reaches production.
Ship Safe is an open-source CLI scanner that identifies security risks in AI-generated code: insecure CORS, leaked secrets, unsafe GitHub Actions, and over-privileged agents. For tech teams using copilot/agents, it automates security checks in CI to prevent supply-chain vulnerabilities before shipping.
AI coding tools are getting good enough that a lot of code now goes from prompt to pull request very quickly.
I started building this after repeatedly seeing AI-generated code that looked clean in review, but shipped with risky defaults.
That speed is useful, but it also changes what we need to check before shipping.
The risky parts are not always obvious. It might be:
a permissive CORS config
AI-generated code and third-party packages share one hard truth: the moment you merge it, you own the risk. How to build a…
AI coding tools are changing how software gets built. Cursor, Claude Code, Codex, Copilot and...
AI-generated code is not automatically insecure. The problem is that it can create convincing pull...
AI can write code that looks finished One of the most dangerous moments in AI-assisted...
A few weeks ago, while working on AI-generated code snippets we had added to our projects, we...
TL;DR Nearly half of AI-generated code fails basic security tests — and that number hasn't budged...
