πŸ“ New article: Software Architecture in the AI Era β€” What Doesn't Change, What Does.

A look at how architecture practice changes when AI is both a tool for the architect and a component inside the system: non-determinism, cost as a runtime concern, hallucinations, prompt injection, the PoC-to-production chasm, and the Agentic Mesh.

πŸ”— https://ionutbalosin.com/2026/06/software-architecture-in-the-ai-era-what-doesnt-change-what-does/

#SoftwareArchitecture #AI #LLM #AgenticAI #SystemDesign #AgenticMesh #FitnessFunctions

Software Architecture in the AI Era: What Doesn’t Change, What Does – Ionut Balosin

Tell me, how far are we away from using an #LLM as a #fitnessfunctions with #geneticprogramming ? Anyone experimented with this already?
Was worth the hike up from the basement, learning loads about #FitnessFunctions

#InfoQ published my article about "#FitnessFunctions for Your Architecture" 🀩

As writing isn't my easiest task, I'm really happy to have finished the text. Thanks to @BenLinders for guiding me through the process and providing valuable feedback! What started out as an interview for @oop turned into a full article. Thank you πŸ˜ŠπŸ™

https://www.infoq.com/articles/fitness-functions-architecture/

Fitness Functions for Your Architecture

Fitness functions are guardrails that enable the continuous evolution of your system's architecture, within a range and a direction, that you desire and define.

InfoQ

Is your #SoftwareArchitecture keeping pace with its evolution? Ignoring this can lead to major roadblocks in operations and development.

Enter #FitnessFunctions: the guardrails for continuous, desired architectural evolution.

Learn more: https://bit.ly/3G4p8n8

#InfoQ

Fitness Functions for Your Architecture

Fitness functions are guardrails that enable the continuous evolution of your system's architecture, within a range and a direction, that you desire and define.

InfoQ

#FitnessFunctions for Your #Architecture – in Practice πŸ§‘β€πŸ’»

@ama_conf has published the video of my live coding session last September in Berlin:

"Uncover the practical side of fitness functions in evolutionary architectures! Dive into real-world examples, including Java code. Explore their role in enhancing agility and architectural thinking in your software development teams"

https://www.youtube.com/watch?v=qa-UDL_IWRk

#amaberlin

Thomas Much β€” Fitness Functions for Your Architecture – in Practice

YouTube

@ama_conf

Thanks for joining my session about "#FitnessFunctions for Your #Architecture – in Practice" at #amaberlin today 😊

You'll find the slides here: https://thomas-much.de/presentations/FitnessFunctionsForYourArchitecture-AmA-2023.pdf

The code examples are available here: https://github.com/thmuch/architecture-fitness-functions

On October 5th, I'll be speaking at @ama_conf about "#FitnessFunctions for Your #Architecture – in Practice". See you there πŸ˜ƒ

https://www.agile-meets-architecture.com/2023/sessions-2023/fitness-functions-for-your-architecture-in-practice

Fitness Functions for Your Architecture – in Practice

Unleash the power of fitness functions in architectures. Practical examples for agility and continuous architecture thinking.