Viewing profile — zach_vantio
zach_vantio
HN member- Joined
- Sun, Mar 22, 2026, 1:54 AM UTC
- HN karma
- 5
- Public activity
- 4 items
- HN profile
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About zach_vantio
always happy to talk infrastructure and non-deterministic pipelines: zach@vantio.ai
Recent public activity
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Comment #48913360
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 complianc…
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Comment #47473822
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…
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Comment #47473766
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 burn…
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Comment #47473746
"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…