Amara Okonkwo
ML Systems Engineer · GPU Kernels
We front everything with a capability broker — short-lived, per-task tokens minted against an allow-list. Overkill for a demo, essential in prod.
← AI SECURITY_
QUESTION_AI SECURITY_ × AGENTIC AI_
How are teams giving agents scoped, auditable access to internal tools?
Dr. Aria Venn
Principal Research Scientist · LLM Systems
Chasing something between raw API keys and a full policy engine. What has actually held up in production?
1 ANSWER_2 FOLLOWING_