Multi-agent security pipeline

Security that
thinks for itself

Three AI agents — triage, fix, verify — protected by Nemotron safety and powered by Groq. Bring any API key. Run anywhere.

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The pipeline

Nemotron Safety

Content safety gate

Triage Agent

Vulnerability detection

Fix Agent

Automated remediation

Verify Agent

Fix validation

Bring any API key. SORK runs on your providers.

Groq
Claude
NVIDIA
OpenAI
Cohere
Custom

Nemotron Safety Gate

Every request is screened by NVIDIA Nemotron-3 before touching your API keys. Misuse blocked at the gate.

Groq-Powered Speed

Llama 3.3-70b on Groq delivers sub-second triage. No waiting, no cold starts.

True BYOK

Add Groq, Claude, NVIDIA, OpenAI, or any custom endpoint. Keys are AES-256-GCM encrypted at rest.

Hybrid Memory

Cohere embeddings power semantic memory. SORK remembers your codebase across sessions.

CLI Integration

Use the SORK CLI with your license key. Same pipeline, same memory, from your terminal.

Self-Healing Agents

Three agents coordinate automatically. If a fix doesn't verify, the pipeline escalates.