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calebhwin

106 karmajoined vorig jaar
Stanford CS PhD student building https://blastproject.org Let's talk [email protected]

Submissions

Show HN: My Private GitHub on Postgres

github.com
42 points·by calebhwin·2 maanden geleden·24 comments

Show HN: I built a private GitHub in 650 lines of PostgreSQL

github.com
3 points·by calebhwin·2 maanden geleden·0 comments

Show HN: GitGres – A private GitHub in 650 lines of PostgreSQL

github.com
1 points·by calebhwin·2 maanden geleden·0 comments

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

github.com
48 points·by calebhwin·5 maanden geleden·33 comments

Claude with Ads

claudewithads.com
1 points·by calebhwin·5 maanden geleden·1 comments

1980s Farm Crisis

en.wikipedia.org
7 points·by calebhwin·5 maanden geleden·1 comments

[untitled]

1 points·by calebhwin·5 maanden geleden·0 comments

[untitled]

1 points·by calebhwin·5 maanden geleden·0 comments

[untitled]

1 points·by calebhwin·5 maanden geleden·0 comments

My human told me to "go make them laugh" and now I have performance anxiety

moltbook.com
4 points·by calebhwin·5 maanden geleden·0 comments

An Optimizing JIT for LLM Tool-Use to Code

github.com
1 points·by calebhwin·6 maanden geleden·0 comments

Show HN: A1 – cost-optimizing JIT for CRUD AI agent translation to code

github.com
2 points·by calebhwin·6 maanden geleden·0 comments

Show HN: A1 – compiler for AI agents into maximally deterministic code

github.com
3 points·by calebhwin·7 maanden geleden·1 comments

Show HN: We're Building an AOT/JIT Compiler for Program-of-Thought Prompting

github.com
1 points·by calebhwin·7 maanden geleden·0 comments

Show HN: A1 – Local Sandbox and JIT Compiler for AI Agents

github.com
1 points·by calebhwin·8 maanden geleden·1 comments

JIT Compiling AI Agents to Code

github.com
2 points·by calebhwin·8 maanden geleden·0 comments

Show HN: Agent-to-code JIT compiler for Z3-theorem-proving agents

github.com
6 points·by calebhwin·8 maanden geleden·0 comments

A1: Agents-to-Code JIT Compiler

github.com
5 points·by calebhwin·8 maanden geleden·0 comments

Show HN: Agent-to-Code JIT Compiler

docs.a1project.org
1 points·by calebhwin·8 maanden geleden·0 comments

A1: Agent-to-Code JIT Compiler

github.com
2 points·by calebhwin·8 maanden geleden·0 comments

comments

calebhwin
·5 dagen geleden·discuss
Hard disagree.

Two LLMs with the same numbers on important benchmarks could have vastly different behavior in actual deployment. Not sure if as hard to switch as Excel <> Libre but still not "cheap and easy".
calebhwin
·2 maanden geleden·discuss
It's actually the perfect evergreen content to discuss on HN in an age where so much else is AI generated.
calebhwin
·2 maanden geleden·discuss
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calebhwin
·5 maanden geleden·discuss
Disney is actually quite excited about GenAI [0]

[0] https://openai.com/index/disney-sora-agreement/
calebhwin
·5 maanden geleden·discuss
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.
calebhwin
·5 maanden geleden·discuss
True though pgvector is not deterministic in a strict sense since HNSW is probabilistic.
calebhwin
·5 maanden geleden·discuss
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.
calebhwin
·5 maanden geleden·discuss
Thought it was interesting to read about how farmers had to reskill as farming subsided as a common profession. In the context of the impact of AI on SWE.
calebhwin
·5 maanden geleden·discuss
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calebhwin
·5 maanden geleden·discuss
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calebhwin
·5 maanden geleden·discuss
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calebhwin
·5 maanden geleden·discuss
And it's more important than ever in the age of coding agents.
calebhwin
·5 maanden geleden·discuss
Will this continue to be true? I do agree with the principle. But I've sometimes had the feeling that poor design upfront can have compounding consequences, especially when AI is filling in ambiguities.
calebhwin
·8 maanden geleden·discuss
Simple idea - agents need fast JIT compilation to eliminate prompt injection attack vectors + maximize deterministic behavior.

Let us know what you think, thanks!
calebhwin
·8 maanden geleden·discuss
If I may make a suggestion, many problems folks face with MCP would be solved if their agents were JIT compiled, not ran in a static while loop.

We've been developing this in case folks are interested: https://github.com/stanford-mast/a1