响鼓不用重锤 (a resonant drum needs only a light tap) is my favorite way to think about major model upgrades. Astra is really good at following instructions. please trim down your old skills, AGENTS.md, and custom instructions. i'd even recommend deleting everything and adding parts back only as needed. we've seen Astra follow old, overly prescriptive instructions so strictly that it ends up either constrained or being extra. you might need to give a junior engineer detailed instructions, but a principal engineer needs room to exercise judgment. share your high-level goal, define success clearly, and trust Astra to figure it out.

🌸 Tsubaki Factory's new song "鼓動OK？" MV is out now! Feel the rhythm of the heartbeat with this vibrant and energetic track. Don’t miss it! 🎵✨ #TsubakiFactory# #NewRelease# #JPOP# #IdolMusic# #JapaneseCulture# #JapanesePop# #JapanIdols# @tsubakifac_uf

The November rewards are here! Although summer has passed and the weather is getting colder,my heart is still filled with passion! 🔥 This time, the way I shot the photo set has changed significantly. It’s richer in layers and has an even stronger vibe. I wonder if you’ll like it? ✨ I hope to continue receiving your support— it’s your encouragement that keeps me creating! Thank you all for being here with me and for your support. ❤️ 11月的獎勵來啦！ 雖然夏天已經過去，天氣也逐漸轉涼， 但我的內心依然充滿熱情！🔥 這次的簡杜拍攝方式有了很大的改變， 不僅層次更豐富，氛圍感也更強了～ 不知道大家會不會喜歡呢？✨ 希望能繼續得到大家的支持， 只有你們的鼓勵，才能讓我一直創作下去！ 感謝大家的陪伴和支持❤️