Seems like pure profit-maximizing/greed!
41 karma · joined June 19, 2025
Seems like pure profit-maximizing/greed!
for long agent sessions, I would expect a very high cache hit rate unless you're editing the system prompt, tools, or history between turns, or some turns take longer than the cache timeout
Interested to see what techniques in this area pull ahead and gain traction!
Also I believe this person runs the ISP I use (and I couldn't speak more highly of it - Andrews & Arnold).
https://www.astralcodexten.com/p/come-on-obviously-the-purpo...
https://icannwiki.org/.agakhan
There was once a coding agent which achieved SOTA performance on SWE Bench Verified by "just" running the agent 5 times on each instance, scoring each attempt and picking the attempt with the highest score: https://aide.dev/blog/sota-bitter-lesson
Some agent scaffolding performs better on benchmarks than others given the same underlying base model - see SWE Bench and Terminal Bench for examples.
Some may find certain background agents better than others simply because of UX. Some background agents have features that others don't - like memory systems, MCP, 3rd party integrations, etc.
I maintain it is easy to search for examples of background coding agents that are not Jules or Copilot. For me, searching "background coding agents" on google or duckduckgo returns some of the other examples that I mentioned.
It shouldn't be too hard to get a Firecracker orchestrator running locally - the articles here were very helpful when I was doing this myself: https://jvns.ca/blog/2021/01/23/firecracker--start-a-vm-in-l...
Devin is perhaps the one that is most fully featured and I believe has been around the longest. Other examples that seem to be getting some attention recently are Warp, Cursor's own background agent implementation, Charlie Labs, Codegen, Tembo, and OpenAI's Codex.
I do not work for any of the aforementioned companies.
Having just looked up the PinePhone again for the first time in a while, it does look like the Ubuntu Touch project is still alive and kicking, and compatible with some modern commercially available phones!
The main thing preventing me from having a non-standard Android phone/distribution as a daily driver is access to mobile banking apps - I'm yet to check for myself but as I understand, having an unlocked bootloader means that banking apps will consider the device "compromised" and will not work.
I'd expect there to be a reasonable amount of variation in how long these pens last due to differences in usage, machining tolerances, ink types and materials - though mine has done very well considering how many times I've chucked it into a bag, dropped it on hard floors, etc. (I've probably just been lucky so far).
More expensive fountain pens are indeed luxury products - replicas are often available on places like aliexpress.
I think it probably feels like bullshit if you don't think you'll gain any satisfaction or derive any pleasure from the act of writing or the aesthetics of your writing instrument.
SFT = Supervised Fine Tuning TTFT = Time To First Token TESCREAL = https://en.wikipedia.org/wiki/TESCREAL (bit of a long definition)
"on ine itabalism" = online tribalism?