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shukantpal

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The Dawn of the Software-Defined Company

impala.systems
1 points·by shukantpal·13 วันที่ผ่านมา·0 comments

[untitled]

1 points·by shukantpal·เดือนที่แล้ว·0 comments

Show HN: Live AI music sequencing agent

pretzel.shukant.com
2 points·by shukantpal·2 เดือนที่ผ่านมา·0 comments

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

trysonar.ai
2 points·by shukantpal·6 เดือนที่ผ่านมา·0 comments

comments

shukantpal
·เดือนที่แล้ว·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
·เดือนที่แล้ว·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
·6 เดือนที่ผ่านมา·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
·6 เดือนที่ผ่านมา·discuss
In your pilots so far, what's the feedback you've gotten?
shukantpal
·6 เดือนที่ผ่านมา·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
·6 เดือนที่ผ่านมา·discuss
You should push the knob with a paper towel instead. I do this at all small public restrooms.