Tolics Engineering Mind

Software architecture, AI systems, and engineering insights

REFLECTION

Agentic AI Was Invented in Melbourne
May 22, 2026 • 5 min read
The agentic AI loop wasn't born in 2024. It was shipped from a Melbourne lab in 1991 — the BDI architecture — inspired by a Stanford philosopher's …
#AI #AI-AGENTS #SOFTWARE-ARCHITECTURE
Systems, Incentives, and Carparks
May 04, 2026 • 4 min read
A Malmö carpark, a Melbourne blackout, and the cheerful realisation that systems — not luck or geography — quietly decide what does and doesn't get …
#PHILOSOPHY #PERSONAL #REFLECTION
The Smell of the City
Mar 01, 2026 • 2 min read
Your default environment shapes your baseline. Living near nature and visiting the city beats the reverse — your normal state should be the one that …
#REFLECTION #PHILOSOPHY #PERSONAL
Just Enough
Feb 02, 2026 • 2 min read
Sweden's concept of lagom — just the right amount — reveals how collective sufficiency creates societies where empathy becomes natural, not expensive.
#PHILOSOPHY #PSYCHOLOGY #PERSONAL
My ADHD Diagnosis — Hitting Rock Bottom and Climbing Back
Jun 18, 2022 • 3 min read
A personal journey through mental health collapse, ADHD diagnosis, and recovery. How understanding neurodivergence changed everything and saved my …
#ADHD #PERSONAL #NEURODIVERGENT
The Universe Starts with U: A Nature-Based Spirituality
Jun 15, 2019 • 3 min read
Exploring a nature-based spirituality grounded in physics, quantum consciousness, and the profound mystery of conscious existence in a participatory …
#PHILOSOPHY #PERSONAL #REFLECTION
I'm Glad I Started Coding in the Mid-2000s
Jan 28, 2019 • 3 min read
A nostalgic look at web development in the mid-2000s when the web was simpler, faster, and more human. Simpler times led to better software.
#SOFTWARE-DEVELOPMENT #RUBY-ON-RAILS #REFLECTION
Winter Reflections: Rediscovering the Geek Within
Jan 15, 2015 • 2 min read
A personal reflection on ten years of web development consulting, learning from both successes and failures, and rediscovering the joy of programming …
#PERSONAL #CAREER #LEARNING