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I Built 2 Multi-Agent Systems - Here's What I Learned About the Architecture

The Gap Between Theory and Practice Enterprise adoption of multi-agent AI surged from 23% in 2024 to 72% in 2026. The market is projected to reach $52 billion by 2030. Yet between 41% and 87% of …

The Three Layers of AI Transformation

agentic-ai, generative-ai, ...

The Numbers Tell a Story Singapore just established a National AI Council chaired by Prime Minister Wong, committed over S$1 billion to AI research and development, and set a target to train 100,000 …

To Vibe or Not To Vibe

generative-ai, software-engineering, ...

To Vibe You know the feeling. Late night, fresh idea buzzing, your AI coding companion humming along. You describe a function, sketch a UI, and poof - lines of code bloom onto the screen. Features …

The GPS Framework for Productivity

productivity, goal-setting, ...

Why I Built This Framework Balancing engineering leadership, a homelab, trading, continuous certifications, and family life forced me to get serious about productivity. I tried dozens of approaches …

Scaled Agile Framework

best-practice, agile-methodology, ...

I am not SAFe-certified. However, as an Agile enthusiast who has scaled engineering teams and delivered complex products, I have studied SAFe extensively and found it to be the most comprehensive …

Tech Debt: From a Technical Jargon to Real-World Impacts

tech-debt, software-engineering, ...

What Started This I recently gave a presentation at my company about tech debt - sharing knowledge, techniques, and experiences on how to manage it properly and efficiently. The response convinced me …