Notes on making AI work across teams.
Grounded, anti-hype writing on shared context, observable workflows, and adoption that sticks. No revolutionary transformations here.
Designers Should Be Inventors, Not Assemblers
I keep hearing designers ask if UI is dead. The honest answer: a version of the job is dying — the one where our value is measured by how many pixels we push. Here's what replaces it, and how designers keep their…
Read the post →What do product roles become in future?
Product roles are changing fast as AI rewrites engineering capacity economics. Here's what the shift looks like across AI-first startups, mid-size SaaS, and big tech, plus a leadership exercise to help your team…
Read the post →Are We Sleepwalking, or Sprinting Into an “Always-Recording” Workplace?
This blog post explores the rapid integration of AI recording tools in working environments, highlighting the productivity benefits and the emerging challenges related to privacy, trust, and compliance, urging…
Read the post →Using AI to Reclaim the Artistry of Design
After a year of building with AI, my process starts with prompts instead of Figma, letting me explore wild ideas, kill weak concepts fast, and focus on vision instead of production work. With solid design systems as…
Read the post →What is stopping you from starting your first vibe coding project?
Skip performative AI learning. Pick a fun idea and use vibe coding to prototype it with AI: define a PRD, iterate fast with MagicPattern/Figma, then level up from front-end mockups to Cursor prototypes to full-stack…
Read the post →Not sure where your team should start?
Find the symptom that sounds like you — or take the 2-minute self-check.
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Occasional, practical notes on making AI work across teams. No hype, no spam.