Blog
Articles, updates and insights from the UPPR team.
1 August 2026 · Joep Baks
Why AI Agents Lose Their Memory (And How a Proactive Memory Agent Solves This)
Behavioral State Decay causes AI agents to forget crucial decisions during long processes. A proactive memory agent solves this with targeted reminders, improving task success by 8%.
29 July 2026 · Kian Horsmeier
The KV Cache: Why Long Context Eats Your GPU Memory
A UPPR deep dive into the part of LLM inference that quietly decides how much context you can afford, and how many users you can serve at once.
28 July 2026 · Joep Baks
Why Rising AI Costs Mark the End of Pay-Per-Token Cloud Subscriptions
The penetration pricing phase of AI is ending. McKinsey reports 93% of enterprises exceed AI budgets. The solution lies in hybrid, sovereign agent architectures.
22 July 2026 · Joep Baks
SaaS interfaces are disappearing. And that's good news.
You switch apps 908 times a day. That's not work. That's friction. Why interfaces are disappearing and agents are taking over your tools.
9 July 2026 · Kian Horsmeier
Quantization Explained: Run Open Source LLMs on Small Hardware
A UPPR deep dive into the technique that makes local, sovereign AI actually feasible, with our NVIDIA DGX Spark as the test bench.
29 June 2026 · Kian Horsmeier
Local AI, End to End: How to Choose, Run, and Scale Your Own Stack
There is no best GPU, best model or best engine — only the bottleneck you choose at each layer. A practical, layer-by-layer guide to running open-weight AI on hardware you own.
23 June 2026 · Team UPPR
What is an AI agent (and why is it not a chatbot)
An AI agent is not a chatbot waiting for questions. It is a digital colleague that performs tasks autonomously, makes decisions and works with your systems.
20 June 2026 · Team UPPR
Reducing operational costs with an Agentic Operating System
How an Agentic OS replaces fragmented tools and manual work with autonomous agents that act as digital colleagues across finance, recruitment, and sales — and what it actually saves.
16 June 2026 · Team UPPR
What does an Agentic OS deliver? Three scenarios from practice
Three concrete examples from finance, recruitment and sales: what an Agentic OS delivers in practice in terms of time, cost and operational calm.
11 June 2026 · Team UPPR
Data sovereignty: why it matters where your AI runs
Where your AI runs decides who sees your data, who sets the rules and what happens to your knowledge. Why sovereignty is not a detail but a foundation.
4 June 2026 · Team UPPR
How an Agentic OS connects your existing systems
How an Agentic OS acts as a connective layer across your CRM, ERP, HR and mail systems, without replacing everything or building yet another silo.
28 May 2026 · Team UPPR
Open Source AI: Why We Believe in Transparency
A black box deciding on healthcare, finances or personnel doesn’t earn my trust. I want to see how that decision is made.