KAIVIX

AI Systems & Automation

Agents, orchestration and the decision that comes before both: whether the job needs a model at all, or a workflow that behaves the same way every time.

AI Systems

The UAE Cabinet has 32 AI advisors. None of them votes

The UAE Cabinet runs 32 AI advisors with a human in the loop. Which steps went to the system, which stayed with ministers, and what you can copy.

11 Sept 2026 · 5 min read
AI Systems

The model got stronger. Your limits did not

How to limit ai agent access, after July's agent swarm reached Hugging Face: the limit belongs in the connection, not the prompt. Plus the cost.

8 Sept 2026 · 8 min read
AI Systems

Escalation rules are written for a call centre you do not have

Every ai agent human handoff guide assumes a queue of support staff. In a company of fifteen the receiver is one named person, which changes the design.

7 Sept 2026 · 6 min read
AI Systems

What access should an AI agent have when nobody owns security

Advice on ai agent permissions is written for identity teams. Three questions per connection, answerable in an evening, cover most of what OWASP asks for.

7 Sept 2026 · 6 min read
AI Systems

Not every automation needs an AI agent

Most automation does not need an AI agent. How to tell an agent-shaped problem from a workflow-shaped one, before the budget and the quarter are spent.

1 Sept 2026 · 5 min read