#aisystems

What We Set Out to Solve In 2024, we spent an embarrassing amount of time on a single...

Originally published at norvik.tech Introduction Explore the implications of...

A system that handles ten transactions a day is not the same system that can handle ten thousand....

Originally published at norvik.tech Introduction Explore the implications of OpenAI's...

I went looking for the model call in our denial agent and it took me four minutes to find. Most of what I build turns out to be a system for not using

Originally published at norvik.tech Introduction Explore Anthropic's recent claims...

Originally published at norvik.tech Introduction Explore the fundamentals of loop...

How to design, orchestrate, and ship agentic AI systems that plan, act, and recover — with concrete patterns for tools, memory, and control.

A practical look at agentic AI systems—what separates them from chatbots, how they plan and act, and the failure modes that constrain real deployments.

The pricing rules for a water feature business came out of a vendor's calculator, not its manual. A vendor will ship a sloppy PDF, but never a sloppy

AI systems usually break between components, not inside one clean model call. Data moves late, a...

Explore how CrewAI facilitates the development of scalable and reliable multi-agent systems, offering tools for agent interaction, task management, and production deployment.