Paid2026-04-26
27 How to Make AI Projects Successful: A Summary of Two and a Half Years of Practical Experience
I started working on AI-related projects in late November 2023. At that time, I was already writing agents to build AI-related tools, rather than just using something like Copilot. From late November '23, all of '24, all of '25, to '26 today—that means I've been working on AI projects for exactly two and a half years.
Throughout this process, I’ve been thinking about how AI projects should be executed to succeed and achieve the desired results. Last year, I finally finished summarizing this methodology, so I'm sharing it now.
I'll discuss this experience from two perspectives: the first is from a personal standpoint—what conditions I need to meet as a participant or leader to make the project succeed; the second is from the perspective of project management and advancement...
27 How to Make AI Projects Successful: A Summary of Two and a Half Years of Practical Experience. I started working on AI-related projects in late November 2023. At that time, I was already writing agents to build AI-related tools, rather than just using something like Copilot. From late November '23, all of '24, all of '25, to '26 today—that means I've been working on AI projects for exactly two and a half years. Throughout this process, I’ve been thinking about how AI projects should be executed to succeed and achieve the desired results. Last year, I finally finished summarizing this methodology...
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