Review: Inside CodeGrind's Secure AI Assistance Workflow

[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/2026-03-31-inside-codegrind-secure-ai-assistance.md
• Review packet: .github/codegrind-review/2026-03-31-inside-codegrind-secure-ai-assistance.md
• Social draft json: .github/codegrind-review/2026-03-31-inside-codegrind-secure-ai-assistance.json
• Canonical URL: https://rivie13.github.io/blog/2026/03/31/inside-codegrind-secure-ai-assistance/

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

This PR prepares a new CodeGrind blog post for publication, including the hero image asset, the review packet, approved social copy, and the required tag pages so the post’s tags resolve correctly on the site.

Changes:

• Adds the draft post “Inside CodeGrind's Secure AI Assistance Workflow” with frontmatter + body content.
• Adds the hero image plus the CodeGrind review packet + social copy JSON used by the approval workflow.
• Introduces new tag pages to support newly-used tags in the post.

Reviewed changes

Copilot reviewed 9 out of 10 changed files in this pull request and generated 2 comments.

Show a summary per file

File	Description
_posts/codegrind/2026-03-31-inside-codegrind-secure-ai-assistance.md	New article draft + frontmatter for publishing.
assets/images/codegrind/2026-03-31-inside-codegrind-secure-ai-assistance.png	New hero image referenced by the post + review packet.
.github/codegrind-review/2026-03-31-inside-codegrind-secure-ai-assistance.md	Human-readable review packet (post metadata + social preview).
.github/codegrind-review/2026-03-31-inside-codegrind-secure-ai-assistance.json	Machine-readable social/workflow payload for approved posting.
tags/ai-assistance.md	New tag page for “AI Assistance”.
tags/azure-openai.md	New tag page for “Azure OpenAI”.
tags/prompt-safety.md	New tag page for “Prompt Safety”.
tags/gpt-4o.md	New tag page for “GPT-4o”.
tags/user-experience.md	New tag page for “User Experience”.
tags/codegrind-features.md	New tag page for “CodeGrind Features”.

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[Copilot]

Frontmatter keywords value ends with an unmatched double-quote, which will make the YAML invalid and can break the Jekyll build. Remove the stray quote and keep keywords: as an unquoted comma-separated string (consistent with other posts).

Suggested change

	keywords: CodeGrind, AI, Azure OpenAI, GPT-4o, prompt safety, coding practice, DSA, programming help, secure AI, developer tools"
	keywords: CodeGrind, AI, Azure OpenAI, GPT-4o, prompt safety, coding practice, DSA, programming help, secure AI, developer tools

[Copilot]

author is rendered verbatim in the post header (_layouts/post.html shows {{ page.author }}), and other posts use a human-friendly display name (e.g., _posts/codegrind/2026-03-13-codegrind-1-6-release-guest-registration-security.md uses author: CodeGrind Team). Consider updating author: rivie13 to the intended display name for consistency in the published article.

Suggested change

	author: rivie13
	author: CodeGrind Team