AI-Generated Products Won't Trigger a SaaSpocalypse

Re:AI-Generated Products Won't Trigger a SaaSpocalypse by pipejosh on Friday February 27, 2026 @10:50AM (#47181922)

The automated audit only covers static analysis. When the agent actually runs, hitting MCP servers, making HTTP calls, getting responses back, that's where the real problems show up. Prompt injection through tool responses, malicious libraries that exfiltrate env vars, SSRF from agents that blindly follow redirects. Code audits miss all of it because this is a runtime and network problem, not a code quality problem.

Built Pipelock for this actually. It's a network proxy that sits between the agent and everything it talks to. Still early but the gap is real. https://github.com/luckyPipewrench/pipelock

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Re:AI-Generated Products Won't Trigger a SaaSpocalypse by flail on Friday February 27, 2026 @11:13AM (#47182223)

Yes. And the more autonomously we create code, the more of these (and not only these) vulnerabilities we'll be adding. Combine that with the AI-automation in attacks, and you have an all-out security mess.

It's like a Petri dish for inventing new angles of security attacks.

Oh, and let's not forget that coding agents are non-deterministic. The same prompt will yield a different result each time. Especially for more complex tasks. So it's probably enough to wait till the vibe-coded product "slips." Ultimately, as a black hat hacker, I don't need all products to be vulnerable. I can work with those few that are.

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Re:AI-Generated Products Won't Trigger a SaaSpocalypse by pipejosh on Friday February 27, 2026 @11:18AM (#47182296)

Agreed. The non-determinism makes traditional testing basically useless here. You can't write a test suite for "the agent decided to do something unexpected this time." Logging and runtime checks are the only way to catch the weird edge cases.

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