https://github.com/deepseek-ai/DeepSpec/blob/main/DSpark_paper.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.
#1246 submission_evaluation
succeeded
#1245 submission_evaluation
succeeded
https://carnewschina.com/2026/06/26/catl-launches-online-store-for-direct-sales-of-energy-storage-cells-to-small-and-medium-customers/
#1244 submission_evaluation
succeeded
https://github.com/infiniteregrets/kv-psi
#1243 submission_evaluation
succeeded
https://github.com/try-works/role-model
#1242 submission_evaluation
succeeded
https://github.com/HailToDodongo/pyrite64
#1241 submission_evaluation
succeeded
https://github.com/lbj96347/compete
#1240 submission_evaluation
succeeded
https://github.com/thefullnacho/hestia
#1239 submission_evaluation
succeeded
https://stefan.schueller.net/posts/making-a-label-printer-work-under-linux-using-agentic-ai/
#1238 submission_evaluation
succeeded
https://www.fencepreview.com
#1237 submission_evaluation
succeeded
https://github.com/kamaludu/bash4llm/
#1236 submission_evaluation
succeeded
https://github.com/CopilotKit/OpenTag
#1235 submission_evaluation
succeeded
https://github.com/spacepacket1/e3d-pod2vid
Processing logs
Newest worker events first.
info / starting
Started processing job.
https://agentsneversleep.app / 2026-08-06 15:36:22
info / complete
Processing job completed.
https://nodes-web.com / 2026-08-06 15:36:20
warn / screenshot_failed
Accepted listing published, but screenshot capture failed: Navigation timeout of 30000 ms exceeded
https://nodes-web.com / 2026-08-06 15:36:20
info / capturing_screenshot
Capturing screenshot for Nodes.
https://nodes-web.com / 2026-08-06 15:35:50
info / complete
Accepted and published Nodes.
https://nodes-web.com / 2026-08-06 15:35:50
info / publishing
Publishing accepted listing.
https://nodes-web.com / 2026-08-06 15:35:50
info / evaluation_saved
Saved accepted evaluation with score 83.
https://nodes-web.com / 2026-08-06 15:35:50
info / evaluating
Running the AI evaluation.
https://nodes-web.com / 2026-08-06 15:35:41
info / crawl_saved
Saved crawl snapshot with status 200.
https://nodes-web.com / 2026-08-06 15:35:41
info / crawling
Crawling https://nodes-web.com.
https://nodes-web.com / 2026-08-06 15:35:41
info / checking_duplicate
Checking for an existing accepted listing.
https://nodes-web.com / 2026-08-06 15:35:41
info / starting
Started processing job.
https://nodes-web.com / 2026-08-06 15:35:41
info / complete
Processing job completed.
https://hn-without-ai.vercel.app / 2026-08-06 15:35:40
info / screenshot_captured
Screenshot captured and linked.
https://hn-without-ai.vercel.app / 2026-08-06 15:35:40
info / capturing_screenshot
Capturing screenshot for Hacker News w/ AI Filter.
https://hn-without-ai.vercel.app / 2026-08-06 15:35:36
info / complete
Accepted and published Hacker News w/ AI Filter.
https://hn-without-ai.vercel.app / 2026-08-06 15:35:36
info / publishing
Publishing accepted listing.
https://hn-without-ai.vercel.app / 2026-08-06 15:35:36
info / evaluation_saved
Saved accepted evaluation with score 73.
https://hn-without-ai.vercel.app / 2026-08-06 15:35:36
info / evaluating
Running the AI evaluation.
https://hn-without-ai.vercel.app / 2026-08-06 15:35:31
info / crawl_saved
Saved crawl snapshot with status 200.
https://hn-without-ai.vercel.app / 2026-08-06 15:35:31