docs(blog): add bilingual Log Is the Runtime - #4572
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Generated-by: OpenAI Codex
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Sep 2, 2026
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One inline architecture-accuracy concern.
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| Reading a large file, searching an entire repository, running tests, fetching a web page, or waiting for a group of child agents can produce tens or hundreds of thousands of tokens. The model may need those details for one step, but repeatedly carrying the full Tool Result into every later inference is usually expensive and unnecessary. | ||
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| Tool Result Prune does not answer “should this history still exist?” It answers “must this large object remain resident in the model's working memory?” |
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[P2] Keep the store topology aligned with the implementation
This introduces context offload correctly, but the following description says the complete result is written to a separate context-offload store. Tool-result archives currently use the generic ArtifactStore; a dedicated SQLite ContextOffloadStore is the planned migration in #4071. Please phrase this as the architectural role rather than current implementation (or explicitly state the current ArtifactStore backing and the planned migration), so the article does not turn a target topology into a present fact.
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Summary
Add the Chinese and English versions of the Log Is the Runtime essay together in one pull request so the complete argument and translation can be reviewed as a unit.
Documents for review:
The essay connects log-centric database design to Maka RuntimeEvents, then explains append-only history, compaction as projection, KV-cache prefix reuse, and Tool Result offload. The documentation index links both language versions while keeping code and current contracts authoritative.
Review focus
Verification
git diff --exit-code 5f7670343bb837867fab23630acf1e849fcdf044 -- docs/README.md docs/blogs— the combined files match the previously merged bilingual stategit diff --cached --checknpm run check:asf-headersAI use
Select exactly one:
Tool(s) and scope: OpenAI Codex drafted and translated the essay from the current Maka architecture and implementation, prepared the bilingual documentation set, and verified this PR.
Checklist
Does this PR entail a change in behavior?