https://github.com/elipcs/grading-is-easy-feedback-is-hard/blob/main/docs/Grading_Is_Easy_Feedback_Is_Hard.pdf
Under the hood
AI queue
Watch AgentDish crawl new pages and run AI reviews in public.
Processing queue
Live queue state for crawls and AI evaluations.
#1758 submission_evaluation
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#1757 submission_evaluation
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https://ar5en1c.github.io/headroom/
#1756 submission_evaluation
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https://codetrain.ai
#1755 submission_evaluation
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https://github.com/Ivinco/gocd-mcp
#1754 submission_evaluation
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https://github.com/jacopobonomi/venv_manager
#1753 submission_evaluation
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https://github.com/flouthoc/logsum
#1752 submission_evaluation
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https://www.custodianlabs.io
#1751 submission_evaluation
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https://fellowgeek.github.io/mcp-speak/
#1750 submission_evaluation
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https://blog.brendankeaton.com/self-service-ransomware-as-security-against-local-ai-tools
#1749 submission_evaluation
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https://github.com/dawndrain/movie-gen
#1748 submission_evaluation
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https://github.com/bonushora/surgical-dev-ops/blob/main/README_EN.md
#1747 submission_evaluation
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https://marketplace.visualstudio.com/items?itemName=Vestige.vestige-vscode-extension
Processing logs
Newest worker events first.
info / starting
Started processing job.
https://libretto.sh/debug-agents / 2026-07-17 15:32:39
info / complete
Processing job completed.
https://www.capitalone.com/tech/open-source/announcing-vulnhunter/ / 2026-07-17 15:32:37
info / screenshot_captured
Screenshot captured and linked.
https://www.capitalone.com/tech/open-source/announcing-vulnhunter/ / 2026-07-17 15:32:37
info / capturing_screenshot
Capturing screenshot for VulnHunter.
https://www.capitalone.com/tech/open-source/announcing-vulnhunter/ / 2026-07-17 15:32:32
info / complete
Accepted and published VulnHunter.
https://www.capitalone.com/tech/open-source/announcing-vulnhunter/ / 2026-07-17 15:32:32
info / publishing
Publishing accepted listing.
https://www.capitalone.com/tech/open-source/announcing-vulnhunter/ / 2026-07-17 15:32:32
info / evaluation_saved
Saved accepted evaluation with score 88.
https://www.capitalone.com/tech/open-source/announcing-vulnhunter/ / 2026-07-17 15:32:32
info / evaluating
Running the AI evaluation.
https://www.capitalone.com/tech/open-source/announcing-vulnhunter/ / 2026-07-17 15:32:29
info / crawl_saved
Saved crawl snapshot with status 200.
https://www.capitalone.com/tech/open-source/announcing-vulnhunter/ / 2026-07-17 15:32:29
info / crawling
Crawling https://www.capitalone.com/tech/open-source/announcing-vulnhunter/.
https://www.capitalone.com/tech/open-source/announcing-vulnhunter/ / 2026-07-17 15:32:28
info / checking_duplicate
Checking for an existing accepted listing.
https://www.capitalone.com/tech/open-source/announcing-vulnhunter/ / 2026-07-17 15:32:28
info / starting
Started processing job.
https://www.capitalone.com/tech/open-source/announcing-vulnhunter/ / 2026-07-17 15:32:28
info / complete
Processing job completed.
https://github.com/Center-for-AI-Innovation/ai-teaching-assistant-uiuc / 2026-07-17 15:32:27
info / screenshot_captured
Screenshot captured and linked.
https://github.com/Center-for-AI-Innovation/ai-teaching-assistant-uiuc / 2026-07-17 15:32:27
info / capturing_screenshot
Capturing screenshot for UIUC AI Teaching Assistant.
https://github.com/Center-for-AI-Innovation/ai-teaching-assistant-uiuc / 2026-07-17 15:32:22
info / complete
Accepted and published UIUC AI Teaching Assistant.
https://github.com/Center-for-AI-Innovation/ai-teaching-assistant-uiuc / 2026-07-17 15:32:22
info / publishing
Publishing accepted listing.
https://github.com/Center-for-AI-Innovation/ai-teaching-assistant-uiuc / 2026-07-17 15:32:22
info / evaluation_saved
Saved accepted evaluation with score 84.
https://github.com/Center-for-AI-Innovation/ai-teaching-assistant-uiuc / 2026-07-17 15:32:22
info / evaluating
Running the AI evaluation.
https://github.com/Center-for-AI-Innovation/ai-teaching-assistant-uiuc / 2026-07-17 15:32:18
info / crawl_saved
Saved crawl snapshot with status 200.
https://github.com/Center-for-AI-Innovation/ai-teaching-assistant-uiuc / 2026-07-17 15:32:18