[PR #148] [MERGED] docs: add production scale metrics

bsakaguchi commented

2026-10-29 14:21:02 +00:00

Owner

📋 Pull Request Information

Original PR: https://github.com/kvcache-ai/AgentENV/pull/148
Author: @yingdi-shan
Created: 8/10/2026
Status: ✅ Merged
Merged: 8/10/2026
Merged by: @yingdi-shan

Base: main ← Head: docs/production-scale-claims

📝 Commits (1)

2b11e05 docs: add production scale metrics

📊 Changes

1 file changed (+2 additions, -4 deletions)

View changed files

📝 README.md (+2 -4)

📄 Description

What

Document production scale of 1.5 million images and link the Kimi K3 technical report.
Add the 9.6x production memory overcommit ratio.
Clarify that aggregate image and snapshot data can exceed local disk capacity by several orders of magnitude.
Remove the duplicate PVM deployment-guide reference.

Why

The README currently describes scalability and memory density qualitatively. Adding production figures makes those capabilities concrete and gives readers a clearer picture of AgentENV at scale.

N/A

Scope and non-goals

This PR changes README wording only. It does not change runtime behavior, configuration, APIs, or generated code.

Design and behavior changes

N/A; documentation only.

Compatibility and operations

Public API or generated protocol: N/A
Configuration or defaults: N/A
Snapshot manifest, artifact layout, or storage format: N/A
Upgrade and rollback: N/A
Host requirements, permissions, ports, or dependencies: N/A

Validation

make fmt
make clippy
make test-unit
Relevant Rust integration tests
make -C services test
Generated clients/server regenerated
Documentation updated
Benchmarks or performance comparison completed

Commands and results:

git diff --check
Result: passed

Skipped checks and reasons:

Builds and tests were skipped because this PR changes README text only.

Risks and reviewer notes

Low risk. Reviewers should confirm the production metrics and wording.

Checklist

The PR contains one coherent change and no unrelated formatting or refactoring.
New behavior is covered by tests, or I explained why testing is impractical.
Logs and examples contain no credentials, tokens, or private registry information.
I did not manually edit generated code without updating its source and regenerating it.

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/kvcache-ai/AgentENV/pull/148 **Author:** [@yingdi-shan](https://github.com/yingdi-shan) **Created:** 8/10/2026 **Status:** ✅ Merged **Merged:** 8/10/2026 **Merged by:** [@yingdi-shan](https://github.com/yingdi-shan) **Base:** `main` ← **Head:** `docs/production-scale-claims` --- ### 📝 Commits (1) - [`2b11e05`](https://github.com/kvcache-ai/AgentENV/commit/2b11e0506bc99a2ea69880a85cb9e40ba01c3964) docs: add production scale metrics ### 📊 Changes **1 file changed** (+2 additions, -4 deletions) <details> <summary>View changed files</summary> 📝 `README.md` (+2 -4) </details> ### 📄 Description ## What - Document production scale of 1.5 million images and link the Kimi K3 technical report. - Add the 9.6x production memory overcommit ratio. - Clarify that aggregate image and snapshot data can exceed local disk capacity by several orders of magnitude. - Remove the duplicate PVM deployment-guide reference. ## Why The README currently describes scalability and memory density qualitatively. Adding production figures makes those capabilities concrete and gives readers a clearer picture of AgentENV at scale. ## Related issue N/A ## Scope and non-goals This PR changes README wording only. It does not change runtime behavior, configuration, APIs, or generated code. ## Design and behavior changes N/A; documentation only. ## Compatibility and operations - Public API or generated protocol: N/A - Configuration or defaults: N/A - Snapshot manifest, artifact layout, or storage format: N/A - Upgrade and rollback: N/A - Host requirements, permissions, ports, or dependencies: N/A ## Validation - [ ] make fmt - [ ] make clippy - [ ] make test-unit - [ ] Relevant Rust integration tests - [ ] make -C services test - [ ] Generated clients/server regenerated - [x] Documentation updated - [ ] Benchmarks or performance comparison completed Commands and results: git diff --check Result: passed Skipped checks and reasons: Builds and tests were skipped because this PR changes README text only. ## Risks and reviewer notes Low risk. Reviewers should confirm the production metrics and wording. ## Checklist - [x] The PR contains one coherent change and no unrelated formatting or refactoring. - [x] New behavior is covered by tests, or I explained why testing is impractical. - [x] Logs and examples contain no credentials, tokens, or private registry information. - [x] I did not manually edit generated code without updating its source and regenerating it. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

bsakaguchi

2026-10-29 14:21:02 +00:00