Fewer dead ends
Scripts that do nothing on your stack are marked as such instead of burning analyst time.
PoC in,verdict out.
A new CVE lands, someone publishes a script, and the queue backs up. Send the PoC and the advisory: the model reproduces the path, names the CWE, states reachability for your stack and writes the fix.
Classification, not vibes
CWE, CVSS vector and patch location, every time, in the same shape.
8B speed
~210 tokens/sec keeps a burst of advisories inside a working shift.
Try the model that doesn’t say no.
Developer-controlled LLM API for high-risk work. Unrestricted, OpenAI-compatible, 50K tokens free.