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docs: add AI-assisted engineering & HVE guidance and fix outdated links#1133

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vdstrizhkova:feat/text-changes
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docs: add AI-assisted engineering & HVE guidance and fix outdated links#1133
vdstrizhkova wants to merge 3 commits into
microsoft:mainfrom
vdstrizhkova:feat/text-changes

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@vdstrizhkova

@vdstrizhkova vdstrizhkova commented Jul 16, 2026

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Pull Request Template

What are you trying to address

This is part 1 of 3 splitting the large PR #1130 into focused, independently reviewable changes. It adds the AI-assisted engineering and HVE guidance to the playbook and fixes outdated links. Structural/navigation changes are in #1134; the tone-of-voice guarding automation is in #1135.

Scope: 51 files changed (+836 / -101).

AI & HVE additions

  • New docs/ai-assisted-engineering/README.md - AI-assisted engineering hub.
  • New docs/ml-and-ai-projects/generative-ai-and-agentic-systems.md - generative-AI and agentic systems guidance.
  • Introduces Hypervelocity Engineering (HVE) references (microsoft/hve-core) as a reusable prompt/agent/skill accelerator.
  • Expands existing AI/ML pages: developer-experience/copilots.md, ml-and-ai-projects/README.md, model-experimentation.md, responsible-ai.md, and observability/ml-observability.md.

Related content & link fixes

  • Adds supporting content and cross-references to existing pages so the new guidance is discoverable - across observability, source-control, non-functional-requirements, documentation, code-reviews, automated-testing, agile-development, CI-CD, security, developer-experience, design, and UI-UX.
  • Corrects broken/outdated external and in-repo links.

Supporting config

Checklist

READY TO PR? Use the check-list below to ensure your branch is ready for PR.

  • Changes follow the repo structure and land in the appropriate folder and section
  • No confidential information
  • No duplicated content
  • Labeled appropriately
  • This PR was reviewed by at least one subject matter expert
  • No lint check errors related to your changes

Varvara Strizhkova added 3 commits July 16, 2026 09:16
- align wording and tone across observability, security, code-review, and other docs
- fix outdated/broken external links and dead references
- add cspell terms, gitignore/gitattributes, and mkdocs workflow action bumps

📝 - Generated by Copilot
- lychee surfaces a backlog of pre-existing broken/blocked external links
- keep it disabled (as in the source PR) until that backlog is triaged

🔧 - Generated by Copilot
- add AI-assisted engineering hub (docs/ai-assisted-engineering/README.md)
- add generative-AI and agentic systems guidance, including HVE references

🤖 - Generated by Copilot
@vdstrizhkova vdstrizhkova changed the title docs: apply tone-of-voice and link fixes across existing pages docs: add AI-assisted engineering & HVE guidance, tone-of-voice, and link fixes Jul 16, 2026
@vdstrizhkova vdstrizhkova changed the title docs: add AI-assisted engineering & HVE guidance, tone-of-voice, and link fixes docs: add AI-assisted engineering & HVE guidance and fix outdated links Jul 16, 2026
@vdstrizhkova
vdstrizhkova marked this pull request as ready for review July 16, 2026 17:00
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