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The childhood game that explains AI’s decision trees
https://www.reddit.com/r/programming/comments/1o0t8ml/the_childhood_game_that_explains_ais_decision/

<!-- SC_OFF -->An engineer recently explored how the classic board game Guess Who? reveals the underlying logic of AI decision trees. In the game, players don’t guess — they ask the question that gives the most information, systematically eliminating possibilities until only one remains. This mirrors how decision trees in machine learning split data: each “question” (feature) aims to reduce uncertainty and create cleaner partitions. The project draws direct parallels between the game’s yes/no mechanics and predictive ML processes, such as feature selection and information gain. Just as a player might ask, “Does your character wear glasses?” to remove half the options, a model might ask, “Is blood pressure high?” to refine its classification. By using a nostalgic, visual example, the engineer illustrates how understanding question efficiency in a simple game can demystify how AI models learn to make accurate predictions with minimal steps. <!-- SC_ON --> submitted by /u/shift_devs (https://www.reddit.com/user/shift_devs)
[link] (https://shiftmag.dev/how-guess-who-logic-shapes-ai-decision-trees-and-predictive-ml-5874/) [comments] (https://www.reddit.com/r/programming/comments/1o0t8ml/the_childhood_game_that_explains_ais_decision/)
So, you want to stack rank your developers?
https://www.reddit.com/r/programming/comments/1o07ghf/so_you_want_to_stack_rank_your_developers/

<!-- SC_OFF -->Something to send to your manager next time some new initiative smells like stack ranking <!-- SC_ON --> submitted by /u/Realistic_Skill5527 (https://www.reddit.com/user/Realistic_Skill5527)
[link] (https://www.swarmia.com/blog/dont-stack-rank-your-developers/) [comments] (https://www.reddit.com/r/programming/comments/1o07ghf/so_you_want_to_stack_rank_your_developers/)
Built a visual Docker database manager with Tauri
https://www.reddit.com/r/programming/comments/1o1398z/built_a_visual_docker_database_manager_with_tauri/

<!-- SC_OFF -->Hey 👋 — Solo dev here. Just launched Docker DB Manager, a desktop app built with Tauri v2 and React. The problem: Managing database containers across projects got tedious—constantly checking available ports, recreating containers to change settings, and hunting for passwords across .env files and notes. What it does: Create and manage containers without terminal commands Detects port conflicts before creating containers Edit configuration (ports, names) without manual recreation Generates ready-to-copy connection strings Syncs with Docker Desktop in real-time Currently supports PostgreSQL, MySQL, Redis, and MongoDB (more databases coming). It's open source and I'd love your feedback:
GitHub: https://github.com/AbianS/docker-db-manager Available for macOS (Apple Silicon + Intel). Windows and Linux coming soon. Happy to answer questions about the architecture or implementation! 🚀 <!-- SC_ON --> submitted by /u/Zukonsio (https://www.reddit.com/user/Zukonsio)
[link] (https://github.com/AbianS/docker-db-manager) [comments] (https://www.reddit.com/r/programming/comments/1o1398z/built_a_visual_docker_database_manager_with_tauri/)
20 hardest to easiest rankings of programming languages to learn in 2025 | BIZMIA
https://www.reddit.com/r/programming/comments/1o12xcz/20_hardest_to_easiest_rankings_of_programming/

<!-- SC_OFF -->20 Hardest Programming Languages for Developers to Learn in 2025 by BIZMIA. <!-- SC_ON --> submitted by /u/waozen (https://www.reddit.com/user/waozen)
[link] (https://www.hellobizmia.com/insights/hardest-programming-languages) [comments] (https://www.reddit.com/r/programming/comments/1o12xcz/20_hardest_to_easiest_rankings_of_programming/)