aarondfrancis

Audit this entire codebase for materially useful simplifications in its data structures, state representation, control flow, algorithms, and ownership.

This is an audit-only exercise. Do not edit files, run tests, implement recommendations, commit, or push. Read-only inspection commands are allowed.

You are the coordinator. Continue until the complete codebase has been reviewed and the final audit is validated.

1. Establish the coverage contract

Inspect the repository and inventory every identifiable subsystem.

juanlatorre

Audit this entire codebase for materially useful simplifications in its data structures, state representation, control flow, algorithms, and ownership.

This is an audit-only exercise. Do not edit files, run tests, implement recommendations, commit, or push. Read-only inspection commands are allowed.

You are the coordinator. Continue until the complete codebase has been reviewed and the final audit is validated.

1. Establish the coverage contract

Inspect the repository and inventory every identifiable subsystem.

angelo-swe

The Repo List

Every repo from my series, newest first. I keep this same link updated — save it.

Follow me on Instagram for the next one: @angelotrifanoff.ai

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Google Agent Skills — Google's own skills for Claude Code

https://github.com/google/skills

kawainime

Some stats: - Total number of links: 24459

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► Audio Tools

lewangdev

安装 docker-ce

# https://developer.aliyun.com/article/110806
sudo apt-get update
sudo apt-get install ca-certificates curl
sudo install -m 0755 -d /etc/apt/keyrings
sudo curl -fsSL https://mirrors.aliyun.com/docker-ce/linux/debian/gpg -o /etc/apt/keyrings/docker.asc
sudo chmod a+r /etc/apt/keyrings/docker.asc

joepie91

While a lot of Node.js guides recommend using JWT as an alternative to session cookies (sometimes even mistakenly calling it "more secure than cookies"), this is a terrible idea. JWTs are absolutely not a secure way to deal with user authentication/sessions, and this article goes into more detail about that.

Secure user authentication requires the use of session cookies.

Cookies are small key/value pairs that are usually sent by a server, and stored on the client (often a browser). The client then sends this key/value pair back with every request, in a HTTP header. This way, unique clients can be identified between requests, and client-side settings can be stored and used by the server.

Session cookies are cookies containing a unique session ID that is generated by the server. This session ID is used by the server to identify the client whenever it makes a request, and to associate session data with that request.

*S

SoumyaK4

Here I share 2 ways that could be used standalone or in combination

Updated: 22June 2026

1. Google Colab

• Here you get T4 GPU that gives you about 3-5 hours free everyday depending on availability
• Pro: More usage
• Cons:
  • Google shuts down if the Notebook itself doesn't get interaction for roughly 10 minutes
  • The downloaded data isn't permanent so every time you use this you have to Run the whole setup(approx7-10 minutes)

2. Modal

• Here you get 30$ free every month

pedapudi

diff --git a/ggml/src/ggml-cuda/concat.cu b/ggml/src/ggml-cuda/concat.cu
index 6df89013c..e5337ec30 100644
--- a/ggml/src/ggml-cuda/concat.cu
+++ b/ggml/src/ggml-cuda/concat.cu
@@ -79,6 +79,76 @@ static void concat_cont_cuda(const T * x,
     concat_cont<T, 2><<<num_blocks, CUDA_CONCAT_BLOCK_SIZE, 0, stream>>>(x, y, dst, ne00, ne01, ne02, ne0, ne1, ne2);
 }
 
+// Fast LDS-transpose path for a dim-0 concat whose src1 is transposed-contiguous
+// (nb[1] == element size < nb[0]). That is the qwen35 ssm_conv input pattern: