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@aarondfrancis
aarondfrancis / audit-your-codebase.md
Created August 14, 2026 15:20
A read-only, agent-orchestrated codebase audit prompt for data structures, state modeling, algorithms, and ownership.

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
juanlatorre / audit-your-codebase.md
Created August 16, 2026 18:52 — forked from aarondfrancis/audit-your-codebase.md
A read-only, agent-orchestrated codebase audit prompt for data structures, state modeling, algorithms, and ownership.

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
angelo-swe / repo-series.md
Last active August 16, 2026 18:49
The Repo List — every repo from my series, kept updated
@lewangdev
lewangdev / install-docker-ce-aliyun-debian.md
Last active August 16, 2026 18:46
在阿里云中国大陆机房的Debian系统上安装Docker服务和拉取dockerhub镜像

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
joepie91 / sessions.md
Last active August 16, 2026 18:41
Introduction to sessions

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
SoumyaK4 / A way to run KataGo on Cloud GPU FREE.md
Last active August 16, 2026 18:41
Katago Free Cloud Engine - Google Colab

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
pedapudi / gist:f414fbcd838610cc6bd8319c11a6cc87
Last active August 16, 2026 18:38
llama.cpp gfx1151 optimizations for Qwen3.8 27B
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: