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elijahbenizzy

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Parallel, Fault-Tolerant Agents with Burr and Ray

blog.dagworks.io
1 points·by elijahbenizzy·2 yıl önce·0 comments

Lean Data Automation: a principal components approach

blog.dagworks.io
2 points·by elijahbenizzy·2 yıl önce·0 comments

Parallel multi-agent workflows with Burr

blog.dagworks.io
3 points·by elijahbenizzy·2 yıl önce·0 comments

Deep Dive on Hamilton Decorators

blog.dagworks.io
2 points·by elijahbenizzy·2 yıl önce·0 comments

comments

elijahbenizzy
·geçen ay·discuss
Strands is more opinionated and higher-level, also not vendor neutral.
elijahbenizzy
·geçen ay·discuss
wait till you see our other project github.com/apache/hamilton ;)
elijahbenizzy
·geçen ay·discuss
So decorators here specifically attach metadata to make a function a reusable component. Builder makes a workflow. In Hamilton it's all decorators because it's purely declarative construction (sans reusability, really).
elijahbenizzy
·geçen ay·discuss
Right it was a bit of a joke. Originally stefan and I presented frameworks when we were at stitch fix -- stefan called his "hamilton" and I called mine "burr". His was better for the use-case. But then we wanted to build something for state machines as opposed to DAGs, so we called it Burr. I wanted the git tagline to be "make your agents go burr..."
elijahbenizzy
·geçen ay·discuss
Ha! We went all out on the modern one (user contribution!).
elijahbenizzy
·geçen ay·discuss
This is where it's nice to have some guardrails -- coding agents work etremely well with limitations.
elijahbenizzy
·geçen ay·discuss
Right I think this is why we made it unopinioated to a fault. Burr doesn't really do these things rather it just provides an orchestration framework. So it's pure BYO functions, classes, components, etc...
elijahbenizzy
·geçen ay·discuss
Right -- possible it's slightly out of date https://github.com/apache/burr#-comparison-against-common-fr.... Good point on differentiating.
elijahbenizzy
·geçen ay·discuss
One of the co-creators/maintainers here! Will try to answer Qs over the day.
elijahbenizzy
·geçen yıl·discuss
And then says... "you're welcome"
elijahbenizzy
·geçen yıl·discuss
Ok do this but for JavaScript
elijahbenizzy
·geçen yıl·discuss
This is amazing! I love that it requires very fancy hardware that is well designed. It's good someone finally made a chess game appropriate for the tiktok generation.
elijahbenizzy
·geçen yıl·discuss
Really excited about this! Congrats on the launch. Ships make sense as a first target, but I'm curious -- do you see a future in which we have household fission reactors? E.G. power an entire house (city block, etc...) with fission reactors?
elijahbenizzy
·geçen yıl·discuss
We’ve just learned that it’s possible to do AI on less compute (deepseek). if OpenAI doesn’t scale and that’s the problem then I’d argue that in the long run, if you believe in their ability to do research, then the news this week is a very bullish sign.

IMO the equivalent of moores law for AI (both on software and hardware development) is baked into the price, which doesn’t make the valuation all too crazy.
elijahbenizzy
·geçen yıl·discuss
This is one of those fun reads because it unifies quite a few things that I’ve read about or been interested in recently — Hilbert curves for geospatial indexing in dbs, Gray codes, and fractals! And it’s all fairly intuitive — the 1-bit shift makes sense for space traversal and makes the numbers curve pattern easier to reason about.
elijahbenizzy
·geçen yıl·discuss
Not believable, didn't read "double click"
elijahbenizzy
·2 yıl önce·discuss
We've leveraged Diataxis heavily for Hamilton and Burr documentation:

- https://hamilton.dagworks.io

- https://burr.dagworks.io

It's not always the easiest to follow (we often have disagreements about whether something is a tutorial or a how-to), but it's a really valuable framing and I think our docs have gotten better because of it.