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Add lambda-g plugin v1.0.0 — 6D K8s resource imbalance scanner#5603

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Add lambda-g plugin v1.0.0 — 6D K8s resource imbalance scanner#5603
0x-auth wants to merge 3 commits into
kubernetes-sigs:masterfrom
0x-auth:add-lambda-g-plugin

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@0x-auth
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@0x-auth 0x-auth commented Apr 16, 2026

New Plugin: kubectl lambda-g

Scans your Kubernetes cluster for stranded resources across 6 dimensions: CPU, RAM, GPU Core, GPU Memory, IOPS, Network.

Detects nodes where one resource is maxed while others sit idle — the kind of cross-dimensional imbalance that kubectl top misses.

kubectl krew install lambda-g
kubectl lambda-g scan
kubectl lambda-g scan --detailed
kubectl lambda-g watch

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ahmetb commented Apr 16, 2026

🤖 Beep beep! I’m a robot speaking on behalf of @ahmetb. 🤖


Thanks for submitting your kubectl plugin to Krew!
One of the krew-index maintainers will review it soon. Note that the reviews for new plugin submissions may take a few days.

In the meanwhile, here are a few tips to make your plugin manifest better:

  • Make sure your plugin follows the best practices.
  • Eliminate redundant wording form shortDescription (it should be max 50 characters).
  • Try to word wrap your description to 80-character lines (no usage examples, please).

Thanks for your patience!
/kind new-plugin

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linux-foundation-easycla Bot commented Apr 16, 2026

CLA Signed

The committers listed above are authorized under a signed CLA.

  • ✅ login: 0x-auth / name: 0x-auth (1b8bc9b, 25cda88)
  • ✅ login: ahmetb / name: Ahmet Alp Balkan (1e55b75)

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Welcome @0x-auth!

It looks like this is your first PR to kubernetes-sigs/krew-index 🎉. Please refer to our pull request process documentation to help your PR have a smooth ride to approval.

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@k8s-ci-robot k8s-ci-robot added kind/new-plugin size/M Denotes a PR that changes 30-99 lines, ignoring generated files. cncf-cla: no Indicates the PR's author has not signed the CNCF CLA. cncf-cla: yes Indicates the PR's author has signed the CNCF CLA. and removed cncf-cla: no Indicates the PR's author has not signed the CNCF CLA. labels Apr 16, 2026
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ahmetb commented Apr 17, 2026

Hi @0x-auth, thanks for submitting lambda-g to the krew index!

A few things to be aware of for new plugin submissions:

  • Reviews take time — we're receiving a large volume of new plugin submissions (including many "vibe coded" plugins), so initial reviews can take a while as maintainers assess fit and quality.
  • Reviewers evaluate uniqueness — part of the review process is determining whether the plugin fills a gap not already covered by existing plugins in the index.
  • Please don't ping reviewers directly — this index is maintained on a best-effort basis, and pinging individuals doesn't speed up the process.

Before this proceeds further, please take a look at several existing plugins that appear to overlap with what lambda-g does:

These existing plugins collectively cover CPU, memory, and GPU resource monitoring and imbalance detection. We'd encourage you to try them out and consider whether your use case (multi-dimensional imbalance detection) could instead be contributed as a feature to one of these established projects rather than introducing a new separate plugin.


Generated by Claude Code

@0x-auth
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0x-auth commented Apr 17, 2026

@ahmetb Thanks for the detailed review. I've looked at all four plugins you mentioned. The distinction is that lambda-g doesn't report utilization per resource , it detects cross-dimensional imbalance: nodes where CPU is saturated but RAM is idle, or GPU is maxed but compute is free. This is a different problem. resource-capacity and view-utilization show you numbers. lambda-g tells you which nodes are structurally misallocated across dimensions simultaneously. popeye flags misconfigurations; lambda-g flags imbalance patterns that waste budget. Happy to add a comparison table to the README if that would help

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ahmetb commented Apr 25, 2026

/lgtm
/approve
Thanks!
Also, please consider setting up Krew release automation which helps you skip manually making updates to your Krew manifests on each new version and send a pull request. It’s a GitHub workflow bot that can run every time you push a new tag. Those PRs are automatically approved.

@k8s-ci-robot k8s-ci-robot added the lgtm "Looks good to me", indicates that a PR is ready to be merged. label Apr 25, 2026
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[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: 0x-auth, ahmetb

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@k8s-ci-robot k8s-ci-robot added the approved Indicates a PR has been approved by an approver from all required OWNERS files. label Apr 25, 2026
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