My open-source experience

Open-source development allows developers to identify bugs and enhancements, creating strong portfolios through recognized contributions, as seen with kalvium Ed-tec. Meanwhile, Hacktoberfest 2026 has evolved beyond simple pull requests to prioritize learning and experimenting with open-source AI. Participants now focus on weekly challenges and building AI projects using Gemma or simple agents. This shift emphasizes building and sharing progress over chasing rewards, marking a new era for the community and aspiring developers globally.