The Rise of Productivity Vibe-Coding

A young woman in a dimly lit workspace freezes as blue monitor light reveals the shock of failure.

AI hasn’t just automated work — it’s automated the appearance of competence. When busyness becomes proof of progress, clarity becomes rebellion.

Rosenberg: Non-violent Communication

A dual-axis alignment diagram illustrating the relationship between User-Centred Design (UCD) and Key Performance Indicators (KPI). The four quadrants — Meaningful Design, Operational Empathy, Measured Impact, and Optimised Systems — map the balance between empathy, evidence, efficacy, and efficiency.

A communication philosophy by Marshall Rosenberg that replaces blame and coercion with empathy and clarity by focusing on observations, feelings, needs, and respectful requests.

Information Theory: From Noise to Knowledge

Shannon’s Information Theory models communication as a measurable loop — encoding, transmission, decoding, and feedback — reducing uncertainty and preserving meaning amid noise.