zach_vantio

6 ms·

1. 1.▲
   by zach_vantio 2mo ago

   Ive built the infrastructure to deploy full scale autonomous agents in the enterprise. Vantio AI secures autonomous agents at the kernal level using eBPF. We provide full compliance reporting and metrics using cryptograhically sealed tele
2. 2.▲
   by zach_vantio 6mo ago

   the compute density is insane. but giving a 70B model actual write access locally for agentic workloads is a massive liability. they still hallucinate too much. raw compute without strict state control is basically just a blast radius waiti
3. 3.▲
   by zach_vantio 6mo ago

   100% this. especially with agentic workflows actually mutating state now. local testing is the only safe way to see what happens when a model hallucinates a table drop without burning an actual staging database.
4. 4.▲
   by zach_vantio 6mo ago

   "Briefly" is doing a lot of work there. Pre-deploy scans are useless once a bad mutation is actually live. If you don't have a way to auto-revert the infrastructure state instantly, you're just watching the fire spread.