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Guest expert

Every week, or across a short guest series, Prompthon invites AI product owners, founders, and engineers from different companies into our Discord server so members can ask practical questions directly.

Jun 8 - Jun 15

Jianwei

Product Manager, GridIn

WebsiteGridIn

As a Product Manager at GridIn, Jianwei studies how repository activity and topic movement can help builders make better decisions about what to learn, prototype, compare, and ship.

加入 Discord 问答

The best project ideas often appear where technical momentum, user pain, and implementation feasibility overlap.

维度建议

Vision
Use repository trends to identify emerging builder habits. Ask what developers are repeatedly automating, connecting, or simplifying.
Harness
Pick one signal and validate it with three sources: repository behavior, user discussion, and comparable products.
Forge
Build a small prototype inspired by one open-source trend. Keep the scope narrow enough to finish and explain clearly.
Charisma
Frame your prototype as a response to a visible trend. Explain the signal, the user pain, and why your version matters.

Conversation signal

The weekly topic and recap signal for this expert record.

Week

Jun 8 - Jun 15

Topic

Choosing what to build from open-source market signals

Recap

This week focuses on using GridIn-style signals to choose better project ideas. Jianwei can guide members through identifying promising technical categories, avoiding hype traps, and converting repository research into practical learning or product experiments.

Past Guest Experts of the Weeks

Calendar view of weekly guest expert records. Continuous weeks for the same expert stay grouped together.

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