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Python instructor Ardit Sulce believes that AI reduces unproductive friction but does not eliminate the need to understand programming and systems. He proposes a three-stage path that begins with writing code manually, then using AI as a teacher, and ultimately treating it as a work colleague.
JetBrains analyzes data from the 2025 Developer Ecosystem Survey to track actual movement between programming languages rather than relying solely on developers’ future plans. The findings reveal that project requirements drive most transitions, while Kotlin attracts users seeking a better development experience and more modern features.