AI Coding Assistant Productivity: The Perception Gap (2026)
AI coding assistant productivity has a measured perception gap: developers in a 2025 trial felt 20% faster while…
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The Blog
Gamification Analysis
Articles on Gamification Analysis — from Yu-kai Chou, creator of the Octalysis Framework.
Octalysis Framework Maps 48 Elements in New JMIR Review
A JMIR Serious Games review used the Octalysis Framework to map 48 gamification elements across 53 physical activity…
Brawl Stars Duolingo Collab: Why Two Mascots Traded Habit Loops
How the Brawl Stars Duolingo collab traded habit loops: the 20-player Duo boss fight, the Detention tasks 10…
Quality of Culture by Design: Why AI-Efficient Teams Get Lonely
Quality of Culture by Design is the decision to rebuild workplace connection after AI removes the reason people…
AI Reward Dilemma: Let AI Keep Score, Humans Give Boosters
The AI Reward Dilemma is the question of who is allowed to grade an AI's work. Dany Kitishian…
Buridan’s AI: Pick a Main to Escape AI Tool Paralysis
Buridan's AI is the habit of switching AI tools so often that no skill, memory, or workflow ever…
AI Morale Overload: Why 100 Agents Feel Worse Than One Finished Task
AI Morale Overload is the exhaustion that shows up when one person supervises a swarm of unfinished AI…
Tuckman’s Stages: An S-Tier Behavioral Designer’s Guide
Forming, storming, norming, performing: the creator of the Octalysis Framework rebuilds Tuckman's stages into a team-design playbook you…
Belbin Team Roles: The S-Tier Behavioral Designer’s Guide
Through the 1970s, a researcher at a British management college ran the same experiment on repeat: assemble a…