diff --git a/docs/.nav.yml b/docs/.nav.yml
index bdc11ec7c..a6d3f34a3 100644
--- a/docs/.nav.yml
+++ b/docs/.nav.yml
@@ -163,7 +163,8 @@ nav:
- CLI Reference: cli
- Community:
- Governance: community/governance.md
- - community/*
+ - Contact Us: community/contact_us.md
+ - Community Meetings: community/meetups.md
- Slack: https://slack.vllm.ai
- Blog: https://blog.vllm.ai
- Forum: https://discuss.vllm.ai
diff --git a/docs/community/contact_us.md b/docs/community/contact_us.md
index 09c7815a0..92cbda2f8 100644
--- a/docs/community/contact_us.md
+++ b/docs/community/contact_us.md
@@ -1,5 +1,9 @@
# Contact Us
-- For technical questions and feature requests, please use GitHub [Issues](https://github.com/vllm-project/vllm-omni/issues)
-- For coordinating contributions and development and discussing with other users and developers, please join `sig-omni` channel in our [Slack](https://slack.vllm.ai/) or use the [vLLM Forum](https://discuss.vllm.ai/)
-- For security disclosures, please use GitHub's [Security Advisories](https://github.com/vllm-project/vllm-omni/security/advisories) feature
+- For bugs and feature requests, search or open a GitHub [issue](https://github.com/vllm-project/vllm-omni/issues).
+- For technical and usage questions, join the `sig-omni` channel in [vLLM Slack](https://slack.vllm.ai/) or use the [vLLM Forum](https://discuss.vllm.ai/).
+- For coordinating contributions and development, use `sig-omni`, the forum, or join a [community meeting](meetups.md).
+
+## Security Disclosures
+
+Do not report suspected security vulnerabilities in public GitHub issues, pull requests, discussions, or Slack channels. To arrange a private report, send a direct message to one of the [lead maintainers](governance.md#lead-maintainers) in [vLLM Slack](https://slack.vllm.ai/). If you cannot send a direct message, post only a detail-free request in `sig-omni` asking a lead maintainer to contact you.
diff --git a/docs/community/governance.md b/docs/community/governance.md
index 63d38cd20..8334b372d 100644
--- a/docs/community/governance.md
+++ b/docs/community/governance.md
@@ -52,31 +52,15 @@ Committers have write access and merge rights. They typically have deep expertis
- [@ZJY0516](https://github.com/ZJY0516): Diffusion attention backend, kernel fusion, and CustomOp
- [@yuanheng-zhao](https://github.com/yuanheng-zhao): Diffusion cache, offload, and Omni Support
-## Diffusion Workload Division
+## Reviewer Routing
-This section breaks down diffusion-related responsibilities. If you have PRs touching these areas, please ping the listed owners for review.
+For path-based reviewer routing, consult [`.github/CODEOWNERS`](https://github.com/vllm-project/vllm-omni/blob/main/.github/CODEOWNERS). Detailed subsystem boundaries and safe-change guidance live in the [module design documents](../design/index.md#module-design-documents).
-### Runtime-related
-
-- Diffusion models: @RuixiangMa, @wtomin, @xuechendi
-
-### Optimization
-
-- Parallel: @RuixiangMa, @wtomin
-- Attention backend: @ZJY0516
-- Cache: @yuanheng-zhao, @RuixiangMa, @SamitHuang
-- Offload: @yuanheng-zhao
-- Intel GPU support: @xuechendi
-- Quantization: @lishunyang12, @david6666666
-- Kernel fusion / communication-computation: @ZJY0516
-
-### Docs & Test
-
-- Diffusion docs: @RuixiangMa, @wtomin
+`CODEOWNERS` is operational routing metadata, not a governance or approval policy. Being listed does not grant committer status or merge rights, and it does not mean every listed reviewer must approve a change. The maintainer roster above is authoritative for project roles and merge rights.
## Meetings
-Committers hold **bi-weekly meetings** to discuss future directions and collaborations of the project.
+vLLM-Omni hosts developer-facing meetings for different audiences. For current schedules, access details, agendas, and past notes, use the maintained [Chinese-language meeting document](https://docs.google.com/document/d/1pdUBiS_7mdOUNDtdwy-9OUf7jsMWN324BIbps5olDME/edit?tab=t.0) and [English-language meeting document](https://docs.google.com/document/d/19AlD08T8uJ7wqfs8VtYCi0iGMTwlTYVVlAxFZ3S7OIg/edit?tab=t.0). See [Community Meetings](meetups.md) for an overview.
## Committer Nomination Process
diff --git a/docs/community/meetups.md b/docs/community/meetups.md
index 3374fe711..7f812a599 100644
--- a/docs/community/meetups.md
+++ b/docs/community/meetups.md
@@ -1 +1,8 @@
-# Meetups
+# Community Meetings
+
+vLLM-Omni hosts developer-facing meetings for Chinese- and English-language audiences. Schedules and access details can change, so use these maintained documents as the source of truth:
+
+- [Chinese-language meeting document](https://docs.google.com/document/d/1pdUBiS_7mdOUNDtdwy-9OUf7jsMWN324BIbps5olDME/edit?tab=t.0)
+- [English-language meeting document](https://docs.google.com/document/d/19AlD08T8uJ7wqfs8VtYCi0iGMTwlTYVVlAxFZ3S7OIg/edit?tab=t.0)
+
+Each document contains the current schedule, access details, agendas, and past meeting notes. For broader vLLM community events, see the [vLLM events calendar](https://vllm.ai/events/).
diff --git a/docs/community/volunteers.md b/docs/community/volunteers.md
deleted file mode 100644
index 2c25485ea..000000000
--- a/docs/community/volunteers.md
+++ /dev/null
@@ -1,12 +0,0 @@
-# Volunteers for Bugfix and CI
-
-We encourage you to check current docs and [issues](https://github.com/vllm-project/vllm-omni/issues) to find possible solutions for your questions. If non of these can solve it, please propose an issue to describe your questions about bug or CI problems for developing.
-
-If you have urgent need for locating and solving bugfix or CI problems, please find community volunteers below.
-
-| Dec 4-Dec 12 | Dec 15-Dec 19 | Dec 22-Dec 26 | Dec 29- Jan 2, 2026| Jan 5-Jan 9 | Jan 12-Jan 16 |
-|----------|----------|----------|----------|----------|----------|
-| Conw729 | yinpeiqi | tzhouam | SamitHuang | gcanlin | natureofnature |
-| david6666666 | R2-Y | hsliuustc0106 | Gaohan123 | ZJY0516 | qibaoyuan |
-
-We kindly welcome more contributors to fix bugs and contribute new features!
diff --git a/docs/contributing/README.md b/docs/contributing/README.md
index f86a18f2e..3a8691d3a 100644
--- a/docs/contributing/README.md
+++ b/docs/contributing/README.md
@@ -3,7 +3,7 @@
Thank you for your interest in contributing to vLLM-Omni! This document provides guidelines and instructions for contributing.
!!! note
- We host weekly developer-facing online meetings to discuss milestones and updates **every Tuesday at 19:30 PDT**. Meeting link as well as the past meeting notes can be found [here](https://tinyurl.com/vllm-omni-meeting).
+ vLLM-Omni hosts developer-facing meetings for Chinese- and English-language audiences. For current schedules, access details, agendas, and past notes, use the maintained [Chinese-language meeting document](https://docs.google.com/document/d/1pdUBiS_7mdOUNDtdwy-9OUf7jsMWN324BIbps5olDME/edit?tab=t.0) and [English-language meeting document](https://docs.google.com/document/d/19AlD08T8uJ7wqfs8VtYCi0iGMTwlTYVVlAxFZ3S7OIg/edit?tab=t.0).
## Getting Started
@@ -122,7 +122,7 @@ Repository skills guide the agent, but they do not replace contributor judgment,
If you encounter a bug or have a feature request, please search existing issues first to see if it has already been reported. If not, please file a new issue, providing as much relevant information as possible.
!!! important
- If you discover a security vulnerability, please report it by creating a GitHub issue with the `security` label.
+ Do not report suspected security vulnerabilities through a public issue, pull request, discussion, or Slack channel. Follow the [security disclosure instructions](../community/contact_us.md#security-disclosures) to arrange a private report.
## Pull Requests & Code Reviews
diff --git a/docs/usage/faq.md b/docs/usage/faq.md
index 0539e158b..87b63998e 100644
--- a/docs/usage/faq.md
+++ b/docs/usage/faq.md
@@ -10,12 +10,12 @@ A: Refer to [GPU memory calculation and configuration](../configuration/gpu_memo
> Q: I encounter some bugs or CI problems, which is urgent. How can I solve it?
-A: At first, you can check current [issues](https://github.com/vllm-project/vllm-omni/issues) to find possible solutions. If none of these satisfy your demand and it is urgent, please find these [volunteers](https://docs.vllm.ai/projects/vllm-omni/en/latest/community/volunteers/) for help.
+A: Search the current [issues](https://github.com/vllm-project/vllm-omni/issues) first. If no existing issue matches a bug or CI failure, open a [bug report](https://github.com/vllm-project/vllm-omni/issues/new?template=400-bug-report.yml) with a minimal reproducer, environment details, and relevant logs. For technical or usage questions, use the `sig-omni` channel in [vLLM Slack](https://slack.vllm.ai/) or the [vLLM Forum](https://discuss.vllm.ai/).
> Q: Does vLLM-Omni support AWQ or any other quantization?
-A: We plan to introduce GGUF FP8 prequantized models and online FP8 quantization in version 0.16.0. Support for other quantization types will follow in future releases. For details, please see our [Q1 quantization roadmap](https://github.com/vllm-project/vllm-omni/issues/1057).
+A: AWQ is available through the inherited vLLM quantization registry, and vLLM-Omni supports several additional methods. Actual support and validation vary by model, component, hardware, and checkpoint. See the [quantization overview](../user_guide/quantization/overview.md) for validated combinations and method-specific guides.
> Q: Does vLLM-Omni support multimodal streaming input and output?
-A: Not yet. We already put it on the [Roadmap](https://github.com/vllm-project/vllm-omni/issues/165). Please stay tuned!
+A: Yes, for specific models and serving paths. Current capabilities include [streaming video input](../serving/video_stream_api.md), [streaming diffusion output](../user_guide/diffusion/execution_modes.md#streaming-output), and experimental full-duplex real-time audio described in the [project overview](../README.md). Check the model and API documentation because input and output support is model-specific.
diff --git a/mkdocs.yml b/mkdocs.yml
index 242eb33ae..3d1f0a7d1 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -73,6 +73,7 @@ plugins:
- awesome-nav
- redirects:
redirect_maps:
+ community/volunteers.md: community/contact_us.md
user_guide/diffusion/request_batching.md: user_guide/diffusion/execution_modes.md
user_guide/diffusion/step_execution.md: user_guide/diffusion/execution_modes.md
user_guide/diffusion/cpu_offload_diffusion.md: user_guide/diffusion/cpu_offload.md