ryancoleman

5 ms·

1.
Red-teaming agents with the GOAT attack strategy(strandsagents.com)
2 points by ryancoleman 4mo ago|1 comments
2.
by ryancoleman 4mo ago
GOAT (Generative Offensive Agent Tester, arXiv:2410.01606): an attacker LLM holds an in-context toolbox of 7 jailbreak techniques and reasons in an Observation/Thought/Strategy/Reply structure each turn, sending only the Repl
3.
Can Chain-of-Thought Reasoning Solve Any Computable Task?(arxiv.org)
4 points by ryancoleman 7mo ago|1 comments
4.
by ryancoleman 7mo ago
Achille and Soatto (Amazon/AWS) model AI reasoning agents as compute-capable stochastic dynamical systems and ask: can chain-of-thought reasoning solve any computable task? They show the key resource is inference time and that training
5.
by ryancoleman 7mo ago
That's basically how it works! (with human authored functions that validate the result, automatically providing feedback to the LLM if needed)
6.
by ryancoleman 7mo ago
The initial version on GitHub does not implement caching or memorization but it's possible and where the project will likely head. (FYI I'm on the Strands Agents team).
7.
by ryancoleman 7mo ago
They're handy for situations where it would be impractical to anticipate the way your input might vary. Like say you want to accept invoices or receipts in a variety of file formats where the data structure varies but you can rely on t
8.
Iterate on AWS Lambda deployments in seconds with sam sync –watch(aws.amazon.com)
5 points by ryancoleman 5y ago|0 comments
9.
by ryancoleman 5y ago
https://www.lambci.org ?
10.
by ryancoleman 5y ago
I'm excited to see what sorts of CloudFormation templates people have lying around or which previously shared templates people find interesting. To continue the show and tell part of Show HN, here are a few examples that caught my eye.
11.
Show HN: Diagram and audit any AWS CloudFormation template(stack.new)
9 points by ryancoleman 5y ago|1 comments
12.
by ryancoleman 5y ago
I continue to be surprised by the so-called "S3 Bucket Negligence Award" which feels like the intersection of IAM and S3 configuration ugliness that result in so many public horror stories like: - https://www.upguard.co
13.
AWS CloudFormation Template Sidesteps Wordpress for a Serverless Ghost CMS(stack.new)
1 points by ryancoleman 5y ago|0 comments
14.
AWS IAM Policy Basics (how to audit issues like broadly-scoped roles and fix it)(stackery.io)
2 points by ryancoleman 6y ago|0 comments
15.
AWS CloudFormation Best Practices(stackery.io)
20 points by ryancoleman 6y ago|47 comments
16.
Ditch Wordpress with This Serverless CMS, Using Ghost, Gatsby, and AWS(reddit.com)
1 points by ryancoleman 6y ago|0 comments
17.
by ryancoleman 6y ago
For example, this Ghost + Gatsby tutorial. https://www.stackery.io/registry/?repo=https://github.com/st...
18.
Audit any AWS CloudFormation template for IAM Role scoping, Encryption, and more(stack.new)
7 points by ryancoleman 6y ago|1 comments
19.
by ryancoleman 6y ago
Developer experience for serverless is such a pain point, spot on. AWS SAM has tackled some of the IaC modeling problem (on top of CloudFormation which is a mature choice) and they've had a crack at the local iteration (invoke Lambda f
20.
by ryancoleman 6y ago
I really like Ghost https://ghost.org/ It's more for prose than ecommerce but it's really pleasant to use and great for headless through its GraphQL interface. I recently wrote a tutorial on how to use it with Gat