Prbl vs Socket.dev for AI-generated code

Socket.dev guards the software supply chain, catching malicious packages, install scripts, and risky dependency behavior. Prbl looks at a different layer: the application code your AI assistant actually wrote. The two barely overlap.

Feature	Prbl	Them
Malicious/risky dependency detection	Not the focus	Core strength
Supply-chain and install-script analysis	No	Yes
Application code logic flaws (auth, BOLA, injection)	Yes, built for this	No
AI-generated file detection	Yes	No
Hardcoded secrets in AI scaffolding	Yes, prioritized	No
Live-URL exposure check (open Supabase, leaked keys)	Yes	No
Auto-fix for findings	Yes, AI rewriter	Dependency guidance
Pricing entry point	Free, $29/mo Pro	Free tier, paid for teams

Where Socket.dev wins

If your concern is the packages you pull in, Socket is excellent. It catches malware, suspicious install scripts, and dependencies that quietly gain risky capabilities. For supply-chain defense on npm and other ecosystems, it is a purpose-built and respected tool.

Where Prbl is different

Socket watches code you did not write. Prbl watches code you did, specifically the code an AI assistant produced: missing authentication on generated routes, hardcoded secrets in scaffolding, fallback secrets in environment lookups, and Broken Object Level Authorization. It also checks your deployed app for exposure like an open Supabase table or a leaked key in the frontend.

Run both

These cover opposite ends of the same project. Socket secures your dependencies; Prbl secures the AI-written application code and its live surface. Teams building fast with AI assistants get the fullest coverage running both.