ViziumsAI-Native Software Studio

We build software that thinks.

A studio crafting elegant, zero-friction tools for the way people actually work. Intelligence built into the foundation, not bolted on.

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From the studio

Thinking out loud.

Essays on AI, craft, and the future of software.

Engineering

The agent sprawl problem

Your company has 47 agents running in production. You know about 12 of them. Here's why agent sprawl is the new shadow IT, and the governance architecture that prevents it from becoming a security incident.

8 min readApril 2026
Engineering

How to evaluate an AI agent (without losing your mind)

You can't unit test a system whose output is non-deterministic and whose execution path varies on every run. But you can build an evaluation pipeline that catches regressions before users do. Here's how.

10 min readApril 2026
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Engineering

The agent protocol stack is real

MCP for tools, A2A for coordination, AGENTS.md for context. The three protocols becoming the TCP/IP of agentic AI, and how to build on them today.

8 min readMarch 2026
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Engineering

The compound error problem

If your agent is 85% accurate per step, a 10-step workflow succeeds just 20% of the time. Here's the math that kills agent demos, and the architecture that survives production.

5 min readMarch 2026
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Design

Designing for disappearance

The best interface is no interface. How we measure success by what users stop noticing, and the counterintuitive design principles that get you there.

5 min readMarch 2026
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Engineering

The architecture of agentic workflows

How we design systems where multiple AI agents coordinate, delegate, and recover from failure without a human in the loop for every decision.

5 min readMarch 2026
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Engineering

How AI agents actually work (and why most fail)

Everyone's building agents. Few understand why they break. We dig into the loop (plan, act, observe, repeat) and where the failure modes hide in production.

4 min readMarch 2026
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Contact

Let's build something.

Always open to conversations about AI, software, and the future of work.

contact@viziums.com
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