Ask HN: How are you maintaining codebases and managing AI context for them?
I’m curious about the specific practices and tools that can be used to treat AI as a long-term maintainer. Repo links much appreciated
shambu2k
Re:Is Opus 5.5 nerfed? Thinking patterns changed on November 3
on Monday November 09, 2026 @03:32PM (#50431624)
Usage limits on Max plan also feels like its reduced. I now approach my usage limits much faster.
Re:Mac at Any Scale
on Tuesday November 03, 2026 @01:02PM (#50355607)
I remember seeing on X about someone building iOS apps on Omarchy - have you something tried similar?
Re:Launch HN: Mosaic (YC W25) – Agentic Video Editing
on Wednesday November 19, 2025 @03:07PM (#45984435)
Vector embeddings are fuzzy on finding boundaries. With my spec approach, my goal is to get precise start/end times for ffmpeg to do edits. The downside is, that there is a lot of pre-processing of raw footage in my approach. Vectors win on zero-shot flexibility here.
Re:Launch HN: Mosaic (YC W25) – Agentic Video Editing
on Wednesday November 19, 2025 @01:28PM (#45983089)
Damn, you beat me to it. I was building something similar but got too caught up optimizing the context extraction. I actually ended up building a full spec for it—basically a PoC of "grep for videos."
My end goal was to let an agent make semantic changes (e.g., "remove the parts where the guy in the blue dress is seen") by simply grepping the context spec for the relevant timestamps and using ffmpeg to cut them out.
How are you extracting context from videos?
Re:Ask HN: How do you use AI for software engineering?
on Saturday March 16, 2024 @12:22PM (#39727187)
phind.com has pretty much replaced googling for me, I've been also using it a lot for code reviews.
Re:Today's Incident Report for Atlassian Bitbucket
on Thursday February 22, 2024 @10:13AM (#39468269)
Wtf's happening at atlassian?