simon824 opened a new pull request, #543:
URL: https://github.com/apache/hugegraph-doc/pull/543

   ## Purpose of the PR
   
   Introduce **Ontogeny** to the HugeGraph-AI quickstart docs. Ontogeny is a 
self-improving operational ontology platform on the `ontogeny` branch of 
[apache/hugegraph-ai](https://github.com/apache/hugegraph-ai/tree/ontogeny): 
Git-native ontology DSL (11 declarative resource kinds), a single governed 
write path (rules → Cedar policy → effects → immutable audit), MCP-based agent 
governance, an RSI self-evolution loop, and an optional HugeGraph graph 
projection.
   
   ## Main changes
   
   - Add `content/en/docs/quickstart/hugegraph-ai/ontogeny.md` (English) and 
`content/cn/docs/quickstart/hugegraph-ai/ontogeny.md` (Chinese), following the 
format of the existing `hugegraph-llm.md` page: front matter, requirements, 
Docker Compose / source deployment, main capabilities, further resources. Both 
EN & CN docs are updated in sync per the contribution guidelines.
   - Add console screenshots under `assets/images/docs/hugegraph-ai/`: 
`ontogeny-arch-board.png` / `ontogeny-arch-board-zh.png`, 
`ontogeny-dashboard.png` / `ontogeny-dashboard-zh.png`, and 
`ontogeny-agent-console.png` (per-UI-language images, same naming convention as 
in this folder).
   
   ## How to verify
   
   Build the website locally and check the new pages:
   
   - EN: `/docs/quickstart/hugegraph-ai/ontogeny/`
   - CN: `/cn/docs/quickstart/hugegraph-ai/ontogeny/`
   
   Deployment commands in the page were verified against the `ontogeny` branch 
of apache/hugegraph-ai (`docker compose up -d` profiles, `uv pip install -e 
'.[mcp]'`, `ontogeny serve --demo`).


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