iiinova — where your digital self keeps evolving

Alex Ewerlöf @alexewerlof.com · 19/02/2026

Hierarchy, consensus, adversarial debate, and reality show knock-outs. We can design more reliable multi-agent systems with inspiration from human systems but there are fundamental differences and workarounds. #ai #llm #systemDesign #reliabilityEngineering blog.alexewerlof.com/p/multi-agen...

blog.alexewerlof.com

Multi-Agent System Reliability

4 patterns to tame multi-agent systems for reliability

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Alex Ewerlöf @alexewerlof.com · 05/12/2025

Do LLMs have emergent properties or not? As an interactive systems engineer, I feel I have to set the record straight: emergence isn’t an objective phenomenon and due to the architecture of LLMs, they sure have emergent (both weak and strong emergence). blog.alexewerlof.com/p/emergent-p...

blog.alexewerlof.com

Emergent properties

What are nominal, weak and strong emergent properties and how to identify and mitigate their negative impact in system design?

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Alex Ewerlöf @alexewerlof.com · 23/11/2025

Google Antigravity is so new the Gemini extension running in the same window has no clue about it! 🤯 Upon initialization, Antigravity installed all my VS Code extensions, one of which is Gemini Code assist! See the conversation below!!!

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Alex Ewerlöf @alexewerlof.com · 31/10/2025

✋ Do you want to run your own AI with zero programming effort? I've made a completely free and open source product called Local Browser AI for Google Chrome Built-in AI Hackathon. You can check it out and maybe vote for me, if you feel like it is worth it. devpost.com/software/loc... #llm #ai #oss

devpost.com

Local Browser AI

An open source privacy-first Chrome and Edge extension to chat with a page locally with the familiar interface of Gemini

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Alex Ewerlöf @alexewerlof.com · 08/08/2025

How do you assess the quality of a metric? How do you balance the cost measurement against ROI and complexity? #SLI Compass is a 2D mental model to facilitate evaluation, investment, and evolution of metrics. Examples and illustrations here: blog.alexewerlof.com/p/sli-compass

blog.alexewerlof.com

SLI Compass: Fidelity and Granulairty

A Mental Model to Assess Existing SLIs and Evaluate New Ones. We discuss 2 dimension: fidelity shows how closely your SLI is measuring the user experience, granularity shows how many parameter are mea...

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Alex Ewerlöf @alexewerlof.com · 02/08/2025

How do you know it's time to change jobs? What signals do you look for?

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Alex Ewerlöf @alexewerlof.com · 29/07/2025

Incompetent leaders surround themselves with "yes people" and seek advice from external management consultancies. #leadership #ceo #cto #upperManagement #truthSeeking #growthMindset

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