Tolics Engineering Mind

AI enables applications that adapt, generate, and optimise themselves in real-time based on user needs and context — just-in-time software that writes itself.

Learn how to build AI assistants that act like real employees using SOPs, LLMs, and automation frameworks like CrewAI and AutoGen for business automation.

AI is transforming software development from imperative coding to declarative problem-solving. Developers aren't being replaced — they're becoming solution architects.

Creating good abstractions is one of software development's hardest challenges. Learn when to abstract, when not to, and how to avoid costly mistakes.

An old computer science anecdote about AI and divinity from the mid-2000s that seems remarkably prescient in today's interconnected AI-driven world.

Conversational AI like ChatGPT transforms learning with personalised explanations and instant clarification that beats traditional search methods.

Practical strategies for software engineers with ADHD to excel at detail-oriented work, manage risk, and turn attention challenges into superpowers.

Discover why TODO lists are more than productivity tools for neurodivergent engineers. Learn how they become external memory systems, anxiety reducers, and career accelerators.

A personal journey through mental health collapse, ADHD diagnosis, and recovery. How understanding neurodivergence changed everything and saved my life.

Enterprise software is everywhere, but what does it really mean? A practical guide to understanding when software truly deserves the enterprise label.

Ruby on Rails is simultaneously perfect and terrible for enterprise applications, depending on whether you optimise for speed or predictability.

A real-world story of migrating from brittle batch processing to event-driven architecture using the strangler fig pattern. Learn practical migration strategies.