Frontier AI dispatches from VioX.
Agentic systems, AI-first cloud, evals, voice agents — written by the operators who ship them.
Mistral Medium 3.5 ships remote agents — here's why we still wouldn't route production traffic through them
Mistral just shipped Medium 3.5 with remote agents that execute code server-side. We explain why VioX still orchestrates tool calls client-side — and when remote execution makes sense.
OpenAI on AWS Bedrock — one day after the Microsoft split
Microsoft and OpenAI dissolve exclusivity. 24 hours later, AWS announces OpenAI models on Bedrock plus a jointly-built agent service. The math: never run on one vendor.
The 6-layer agentic stack we deploy for SMBs
Reasoning at the bottom, business outcomes at the top. The architecture we run inside every VioX OS deployment — and why each layer earns its place.
Evals on day zero — why VioX OS ships every agent with a test suite
An agent without evals is a complaint waiting to happen. Here's the discipline we hard-code into every VioX OS deployment, and the eval suite every one of our eight agents ships with.
We migrated Goldie from Retell to ElevenLabs in 4 days. Here's the diff.
The catering concierge agent for Golden Plate was running on Retell. We ported it to ElevenLabs ConvAI in four working days. What changed, what broke, what got better — and the playbook we'll use next time.
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