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[#Happy_DANITY_2nd_Anniversary#] 🎂다니티 2번째 생일을 축하합니다🎂 위 해시태그와 함께 멘션을 남겨주세요! 6분을 추첨하여 폴라로이드를 선물로 드립니다. #다니티# #DANITY# #강다니엘# #KANGDANIEL#

[#Happy_KANGDANIEL_2nd_Anniversary#] 강다니엘(KANGDANIEL) 2ND ANNIVERSARY VR FAN MEETING <DAN2TY& : Walking with Daniel> 🔴 ON AIR 24시간 동안 강다니엘을 가까이서 만나보실 수 있습니다👀 #강다니엘# #KANGDANIEL# #DAN2TY#

[#Oh녤#] KANGDANIEL FIRST PARADE TOUR IN BOSTON Lovely DANITY ❣❣ The second city, Boston was also very happy :) Thank you so much for today 🥰 #강다니엘# #KANGDANIEL#

[#Oh녤#] KANGDANIEL FIRST PARADE TOUR IN CHICAGO Chicago is the best 👍🏻 Today's concert was really fun and happy. Thank you always. World DANITY🥰 #강다니엘# #KANGDANIEL#

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!