tlarkworthy

5 ms·

31.
by tlarkworthy 10mo ago
We fixed this at work by instructing it to maximize coverage with minimal tests, which is closer to our coding style.
32.
by tlarkworthy 10mo ago
also after you have a to-and-fro to course correct it on a task, run this self-reflection prompt https://gist.github.com/a-c-m/f4cead5ca125d2eaad073dfd71efbc... That will moves stuff that required manually clarifying b
33.
Measuring Agents in Production(arxiv.org)
1 points by tlarkworthy 10mo ago|0 comments
34.
Dynamic Dataflow Templating: the missing semantic for dataflow programming(observablehq.com)
1 points by tlarkworthy 10mo ago|0 comments
35.
The Resonant Computing Manifesto(resonantcomputing.org)
3 points by tlarkworthy 10mo ago|0 comments
36.
Unaggregating Cloud Watch Metrics(tomlarkworthy.github.io)
3 points by tlarkworthy 10mo ago|0 comments
37.
by tlarkworthy 10mo ago
It's better to link to a leading S3 compatible API docs page. You get a better measure of the essential complexity https://developers.cloudflare.com/r2/api/s3/api/ It's not that much, most of w
38.
by tlarkworthy 10mo ago
? Its like GET <namespace>/object, PUT <namespace>/object. To me its the most obvious mapping of HTTP to immutable object key value storage you could imagine. It is bad that the control plane responses can be malformed
39.
by tlarkworthy 11mo ago
Etag and cache control headers?
40.
by tlarkworthy 11mo ago
My grandfather was still talking of this in the 90s. A very good joke!
41.
by tlarkworthy 11mo ago
Oh yeah, I read that article and could not find it agin. Thank you. It really open my mind to what is special about transformers.
42.
by tlarkworthy 11mo ago
Markov chains learn a fixed distribution, but transformers learn the distribution of distributions and latch onto what the current distribution based on evidence seen so far. So that's where the single shot learning comes from in tran
43.
by tlarkworthy 11mo ago
U put something out on the internet, likely no-one cares, sometimes people will point out a better way of doing it. You gain in that knowledge. I learnt a lot from public critique... it makes you better and more knowledgeable. Harness the c
44.
by tlarkworthy 11mo ago
well that inspired me to research getting those tests in Germany. => heart panel plus https://en.minu.synlab.ee/heart-panel-plus/ I don't need doctors, I can get ChatGPT to analyse the results.
45.
by tlarkworthy 11mo ago
Yeah I was inspired after https://news.ycombinator.com/item?id=43998472 which is also very concrete
46.
by tlarkworthy 1y ago
It unblocks that workflow, that's why it's so great. You can have a single script with inline dependencies that are auto installed on execution. That can expand to importing other files, but there is very little setup tax to get s
47.
Version Control for Your Data(automerge.org)
2 points by tlarkworthy 1y ago|0 comments
48.
by tlarkworthy 1y ago
Interesting but I would like details on how spatial is handled specifically
49.
TypeScript cells in Observable Notebooks 2.0(bsky.app)
2 points by tlarkworthy 1y ago|0 comments
50.
by tlarkworthy 1y ago
Cool but 12MB WASM blob. I wish there was a way of making these WASM builds significantly smaller.
51.
by tlarkworthy 1y ago
These subagents look like tools
52.
by tlarkworthy 1y ago
the prompt I would like to optimize is the reflection prompt `You are a prompt‑engineer AI. You will be improving the performance of a prompt by considering recent executions of that prompt against a variate of tasks that were asked by a us
53.
by tlarkworthy 1y ago
It's all written up and linked in the notebook and executable in your browser (if you dare to insert your OPEN_AI_KEY, but my results are included assuming you won't). The evals were coding observable notebook challenges, simple t
54.
by tlarkworthy 1y ago
Recently tried out the new GEPA algorithm for prompt evolution with great results. I think using LLMs to write their own prompt and analyze their trajectories is pretty neat once appropriate guardrails are in place https://arxiv.
55.
Trying Out "GEPA: Reflective Prompt Evolution"(observablehq.com)
4 points by tlarkworthy 1y ago|0 comments
56.
by tlarkworthy 1y ago
They did not ask how wings work. They asked for the bernoulli effect, that's a different question.
57.
by tlarkworthy 1y ago
We recently migrated from RDS to Iceberg and the savings have been mind-blowing. That said, it's like a deconstructed database and everything you took for granted is now on the outside. Sometimes it's cool, like instead of a Cron
58.
by tlarkworthy 1y ago
I wrote an agent that works in userspace inside the developing program and it frequently reads it's own code to diagnose errors and sometimes tries to upgrade itself, but that causes a hot reload and it loses its own conversation. It
59.
by tlarkworthy 1y ago
I am making an offline-first thing that serialised to a single file that can be opened without a local Fileserver. Still working on the UX a little but it seems close to what you want (and I agree). The vision statement is about creating im
60.
by tlarkworthy 1y ago
VR boxing is exhausting. Beat saber at high levels is also pretty sweaty. So yeah, cardio. I also don't play many games on it but it has stuck as a fitness option for years now.

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