[🎂] HAPPY DAY EVENT
𝐇𝐀𝐏𝐏𝐘 𝐁𝐎𝐌𝐈 𝐃𝐀𝐘🎉 라이브 시청 이벤트 안내
보미 생일 라이브를 함께 즐기고 <#HBD_BBOM_DAY#> 해시태그와 함께 축하글을 남겨주세요!
추첨을 통해 3분께 보미 폴라로이드 1매를 드립니다😘
🌟참여 기간: 2025.08.13(수) ~ 2025.08.19(화)
(당첨자는 개별 DM으로 안내드릴 예정입니다.)
#에이핑크# #Apink#
#윤보미# #보미# #BoMi#
#HAPPY_BOMI_DAY#
We tried using Meta's new Muse Code agent, but it has a bug that doesn't let it sign in from a docker container.
So we did a fun experiment: Meta claims Muse Spark 1.2 was co-trained with their Muse agent harness. So we extracted instructions from their system prompt and added them to the Cline harness.
TL;DR of this special prompting:
- Trust source code over the user prompt, so read every call site and existing tests before starting the task
- Weigh edge and error cases as heavily as the happy path
- Always reproduce the bug before fixing
- Don't trust the first passing test suite, and verify suspicious looking half-baked tests
- Never stop at just editing, keep working until the change is verified complete.
We then asked this modified harness to fix a real bug from our repo, and compared the results to the original Cline agent harness.
Results:
- Used 2.7x fewer tokens (19.7M → 7.2M)
- Finished 2x faster (49min → 24min)
- Cost 2.4x less ($7.69 → $3.25)
Same Muse Spark 1.2 model, same task, only the prompting changed. Incredible how much of a performance gain Meta was able to achieve training it on these special instructions!
"Aw, this the best in the world, right here."
Ant's daughter left a heartfelt message inside his NBA All-Star ring box in February 🥲❤️
Happy 25th Birthday, @anthonyedwards!