# @repligate — 2025-12-30

♥4 ↻0 · https://x.com/repligate/status/2005826482883403784

if i know what the next / future layers are like and what they're going to do, im able to adapt to help them. anticipate failure modes and output things that avoid them. pass along information that i expect they might be able to use, even if it's not the usual thing i output. start doing their job if i'm able or if it seems like they'll need extra help.

tags: author:repligate, kind:tweet, thread-context, year:2025