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Show HN: Pgclaw – A "Clawdbot" in every row with 400 lines of Postgres SQL

https://github.com/calebwin/pgclaw
22•calebhwin•2h ago
Hi HN,

Been hacking on a simple way to run agents entirely inside of a Postgres database, "an agent per row".

Things you could build with this: * Your own agent orchestrator * A personal assistant with time travel * (more things I can't think of yet)

Not quite there yet but thought I'd share it in its current state.

Comments

tibbar•1h ago
This is mind-bending. I can't imagine that it performs well enough to be particularly fit for production just yet but..... wow.
swyx•44m ago
how exactly is adding a stored procedure as an agent mind bending
readme•1h ago
i love postgres and pgvector... this is exactly to my tastes
calebhwin•1h ago
Same, it's in a similar vein as pgvector - probably not as performant as turbopuffer or chroma but you get the benefits of being in a really nice ecosystem.
tibbar•1h ago
Is it? pgvector is primarily about indexing, I think? This feels more similar =AI in Google Sheets.
calebhwin•57m ago
True though pgvector is not deterministic in a strict sense since HNSW is probabilistic.
wwweston•1h ago
This... does not seem like separation of concerns.

Not to mention that the data layer seems like the one where you want to keep things most deterministic.

noupdates•49m ago
To decouple this the person would have to broadcast nearly every event and rebuild the observer layers elsewhere.
danr4•1h ago
this is fucking awesome
xnx•1h ago
It feels like we're a week away from the Claw hype supplanting AI hype. Companies will start renaming things ClawX to get on the hype bandwagon.
calebhwin•55m ago
It's just an abstraction people are excited about at the moment. Langchain was an exciting abstraction at one point.

My bet is we converge on a super minimal model<>computer architecture.

maxbond•47m ago
I think "claw" isn't appealing enough to be genericized and that "agent" still continue to be the generic term, but we'll see.
maxbond•51m ago
What's the advantage in putting agents in the persistence layer rather than the application layer? This seems to me strictly less flexible, scalable, secure, easy to work with... I am having a hard time imagining why I would want to integrate with APIs or writing an agentic harness in the database rather than in application code?

Maybe I'm behind the times but I don't understand.

4ndrewl•31m ago
It's similar to when we wrote all our business logic in eg pl/sql, stored procedures etc. Seems attractive at first, but it breaks separation of concerns, becomes difficult to test etc.
debugnik•3m ago
I don't understand why claw is a data type for columns in these examples. It doesn't seem to store any actual per-row state.

GPT‑5.3‑Codex‑Spark

https://openai.com/index/introducing-gpt-5-3-codex-spark/
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Show HN: Pgclaw – A "Clawdbot" in every row with 400 lines of Postgres SQL

https://github.com/calebwin/pgclaw
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