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shukantpal

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The Dawn of the Software-Defined Company

impala.systems
1 points·by shukantpal·13일 전·0 comments

[untitled]

1 points·by shukantpal·지난달·0 comments

Show HN: Live AI music sequencing agent

pretzel.shukant.com
2 points·by shukantpal·2개월 전·0 comments

Show HN: Sonar CiteScout – Find the links AI relies on to answer a prompt

trysonar.ai
2 points·by shukantpal·6개월 전·0 comments

comments

shukantpal
·지난달·discuss
Yes, agreed on SQLite/Postgres. But I'm going to benchmark RocksDB next and see what the performance characteristics are. I suspect the LSM tree storage engine of RocksDB might perform better since agents are so write heavy when running highly concurrent workloads. After all, you are streaming LLM tokens into disk and fanning them out to subscribed clients.
shukantpal
·지난달·discuss
SQLite is surprisingly performant for single node applications even when comparing to Postgres. Postgres consumes a lot more memory and requires IO to hop through IPC whereas you can keep everything in process in SQLite with a shared connection pool.

I've been testing different storage engines for my agent harness and I can get up to 7.5k concurrent sessions on a single vCPU with SQLite whereas Postgres crashes or runs out connections.

[0] https://github.com/impalasys/talon/pull/23#issuecomment-4577...
shukantpal
·6개월 전·discuss
It doesn't quite work: https://gitclassic.com/pixijs (repos.filter is not a function)

Also it seems to get rate limited, but good work.
shukantpal
·6개월 전·discuss
In your pilots so far, what's the feedback you've gotten?
shukantpal
·6개월 전·discuss
This is really funny to watch and see what the LLMs are thinking. This makes me think how they would perform against a custom ML model trained with RL, e.g. https://ai.meta.com/blog/rebel-a-general-game-playing-ai-bot...
shukantpal
·6개월 전·discuss
You should push the knob with a paper towel instead. I do this at all small public restrooms.