Review: Inside CodeGrind's Secure AI Assistance: Prompt Safety and Model Flexibility

[rivie13]

Approval Gate

This PR contains the generated CodeGrind blog draft, the hero image asset, and the approved social copy draft.

• Draft post: _posts/codegrind/2026-03-18-codegrind-secure-ai-assistance-workflow.md
• Review packet: .github/codegrind-review/2026-03-18-codegrind-secure-ai-assistance-workflow.md
• Social draft json: .github/codegrind-review/2026-03-18-codegrind-secure-ai-assistance-workflow.json
• Canonical URL: https://rivie13.github.io/blog/2026/03/18/codegrind-secure-ai-assistance-workflow/

What merge means

• Merging this PR publishes the article on rivie13.github.io.
• Merging this PR also dispatches the approved social post workflow for any enabled platforms.
• No new AI social text will be generated after merge. The merged draft copy is what gets posted.

Review checklist

• Confirm the article title, excerpt, and body read correctly.
• Confirm the hero image looks acceptable.
• Confirm the Bluesky and LinkedIn copy sound right.
• Request changes on this PR instead of merging if any public-facing text or visuals need revision.

[github-actions]

📋 Review Commands

Use these PR comment commands to edit this post before approving.

Regenerate hero image

/regen image
/regen image: darker, more abstract

Generates a new image prompt from the post content, then creates a fresh hero image via Pollinations.

Edit post frontmatter

/set post title: New Title Here
/set post excerpt: A concise new excerpt

Updates the field in the post, review JSON, and review markdown.

Find and replace in post

/set post replace: old text -> new text

Replaces all occurrences. Cannot modify immutable fields (slug, date, layout, canonical_url, image, author).

Set social copy

/set social bluesky: Full replacement text here
/set social linkedin: Full replacement text here

Bluesky: ≤ 300 chars. LinkedIn: ≤ 1,200 chars.

AI-assisted edits

For more complex changes, mention @copilot in a comment describing what you want changed.

Full regeneration

To regenerate the entire post (text + image + social), re-run the CodeGrind blog workflow instead.

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Each command posts a summary when done. One command per comment.

[Copilot]

Pull request overview

Publishes a new CodeGrind blog article about the platform’s secure AI assistance workflow (prompt safety + model switching), along with the supporting tag pages, hero image, and “approval gate” review artifacts used to dispatch social posting after merge.

Changes:

• Adds the draft post + canonical metadata and hero image reference.
• Introduces new tag landing pages to match the post’s new tags.
• Adds the review packet (markdown) and approved social copy payload (json) for the publishing workflow.

Reviewed changes

Copilot reviewed 10 out of 11 changed files in this pull request and generated 1 comment.

Show a summary per file

File	Description
tags/prompt-engineering.md	Adds tag page for “Prompt Engineering” so /tag/Prompt Engineering resolves.
tags/model-switching.md	Adds tag page for “Model Switching”.
tags/gpt-4o.md	Adds tag page for “GPT-4o”.
tags/codegrind-features.md	Adds tag page for “CodeGrind Features”.
tags/azure-openai.md	Adds tag page for “Azure OpenAI”.
tags/ai-safety.md	Adds tag page for “AI Safety”.
tags/ai-assistance.md	Adds tag page for “AI Assistance”.
assets/images/codegrind/2026-03-18-codegrind-secure-ai-assistance-workflow.png	Adds the hero image asset referenced by the post.
_posts/codegrind/2026-03-18-codegrind-secure-ai-assistance-workflow.md	Adds the new blog post draft with frontmatter (tags/categories/canonical URL) and article body.
.github/codegrind-review/2026-03-18-codegrind-secure-ai-assistance-workflow.md	Adds the review packet used as an approval gate (includes social preview).
.github/codegrind-review/2026-03-18-codegrind-secure-ai-assistance-workflow.json	Adds the approved social copy + workflow dispatch payload.

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