Add GPT-Red automated red-teaming blog post

[atharva-appwrite]

Summary

• covers OpenAI's internal GPT-Red automated red-teaming system and its adversarial self-play training loop
• explains the official prompt injection results, real-world agent case studies, and limitations of the internal evaluations
• adds an unlisted, API-generated cover and developer guidance for securing agent workflows

Source tweet: https://x.com/OpenAI/status/2077446718728425686

Validation

• bun format && bun optimize
• bun check attempted, but the checkout is missing required public/private environment exports; all 37 diagnostics are unrelated to this post

[appwrite]

Appwrite Website

Project ID: 69d7efb00023389e8d27

Sites (1)

Site	Status	Logs	Preview	QR
website 69d7f2670014e24571ca	Ready	View Logs	Preview URL

Website (appwrite/website)

Project ID: 684969cb000a2f6c0a02

Sites (1)

Site	Status	Logs	Preview	QR
website 68496a17000f03d62013	Queued	View Logs	Preview URL

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Tip

Sites support three domain rule types: Active deployment, Git branch, and Redirect

[atharvadeosthale]

@copilot run bun run optimize and push

[greptile-apps]

Greptile Summary

This PR adds a new blog post covering OpenAI's GPT-Red automated red-teaming system, including its adversarial self-play training loop, published benchmark results, real-world agent case studies, and developer guidance for securing agent workflows. The post content is well-structured and factually careful, but the cover frontmatter points to a different post's image (gpt-56-is-here-openais-efficient-frontier-model/cover.avif) rather than a cover specific to this post.

• Wrong cover image: Line 6 references the GPT-5.6 article's cover, so the GPT-5.6 Sol graphic will appear on this post in production until a dedicated cover is committed and the path is corrected.
• No cover image committed: The post directory contains only +page.markdoc; a cover image (.avif) for /images/blog/gpt-red-automated-red-teaming/ still needs to be added.

Confidence Score: 4/5

Safe to merge after correcting the cover image reference; the wrong cover will otherwise be served in production.

The only substantive problem is the cover frontmatter pointing to a different post's image — this post will display the GPT-5.6 Sol cover in production. No other functional issues were found in the content or metadata.

src/routes/blog/post/gpt-red-automated-red-teaming/+page.markdoc — cover path needs to reference this post's own image, and the corresponding cover file needs to be committed.

Important Files Changed

Filename	Overview
src/routes/blog/post/gpt-red-automated-red-teaming/+page.markdoc	New blog post about GPT-Red automated red-teaming; cover image path reuses the GPT-5.6 article's cover instead of its own, so the wrong image will be displayed in production.

_{Reviews (5): Last reviewed commit: "Apply suggestion from @aishwaripahwa12" | Re-trigger Greptile}

[Copilot]

@copilot run bun run optimize and push

Done in dda11ac — ran bun run optimize and pushed the updated optimized asset changes.