The earlier tests found the bottleneck in the NIC; this post adds supplementary testing under IPoIB. 1. MinIO Cluster Environment 1.1 Creating the MinIO Cluster 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 export CONTAINER_CLI=nerdctl export IMAGE=minio/minio:RELEASE.

1. Preparing the Configuration Files MinIO cluster 1 mc admin info local 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 ● minio1:9000 Uptime: 55 minutes Version: 2025-04-22T22:12:26Z Network: 2/2 OK Drives: 4/4 OK Pool: 1 ● minio2:9000 Uptime: 55 minutes Version: 2025-04-22T22:12:26Z Network: 2/2 OK Drives: 4/4 OK Pool: 1 ┌──────┬───────────────────────┬─────────────────────┬──────────────┐ │ Pool │ Drives Usage │ Erasure stripe size │ Erasure sets │ │ 1st │ 0.

1. Environment Preparation 1.1 Preparing Data Disks Inspect the data disks 1 lsblk -d -o NAME,SIZE,TYPE | grep nvme 1 2 3 4 nvme0n1 745.2G disk nvme1n1 745.2G disk nvme2n1 745.2G disk nvme3n1 745.2G disk Prepare the storage directories 1 2 3 for i in {0..3}; do mkdir -p /mnt/data${i} done Format the data disks 1 2 3 for i in {0.

1. The Quantitative Change AI IDEs Have Brought AI generates a large amount of code that enters engineering work. AI IDEs are simply too good to use: from naming completion in the past, to generating function implementations, and now to delivering the code for an entire feature. You do not even need to know how to write code — through chatting you can complete many software iteration tasks.

1. What Is MCP MCP is short for Model Context Protocol, a protocol for passing context between models and applications. The greatest value of MCP is that, as the model wars are winding down and AI applications are about to explode, it gives developers a unified standard for invoking capabilities beyond the model itself.