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
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https://github.com/try-works/role-model
#1242 submission_evaluation
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https://github.com/HailToDodongo/pyrite64
#1241 submission_evaluation
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https://github.com/lbj96347/compete
#1240 submission_evaluation
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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 / complete
Processing job completed.
https://sgnt.ai/p/show-hn-llm-spam/ / 2026-07-21 15:32:51
info / screenshot_captured
Screenshot captured and linked.
https://sgnt.ai/p/show-hn-llm-spam/ / 2026-07-21 15:32:51
info / capturing_screenshot
Capturing screenshot for LLM spambots liked my Show HN post more than real people did.
https://sgnt.ai/p/show-hn-llm-spam/ / 2026-07-21 15:32:47
info / complete
Accepted and published LLM spambots liked my Show HN post more than real people did.
https://sgnt.ai/p/show-hn-llm-spam/ / 2026-07-21 15:32:47
info / publishing
Publishing accepted listing.
https://sgnt.ai/p/show-hn-llm-spam/ / 2026-07-21 15:32:47
info / evaluation_saved
Saved accepted evaluation with score 71.
https://sgnt.ai/p/show-hn-llm-spam/ / 2026-07-21 15:32:47
info / evaluating
Running the AI evaluation.
https://sgnt.ai/p/show-hn-llm-spam/ / 2026-07-21 15:32:43
info / crawl_saved
Saved crawl snapshot with status 200.
https://sgnt.ai/p/show-hn-llm-spam/ / 2026-07-21 15:32:43
info / crawling
Crawling https://sgnt.ai/p/show-hn-llm-spam/.
https://sgnt.ai/p/show-hn-llm-spam/ / 2026-07-21 15:32:42
info / checking_duplicate
Checking for an existing accepted listing.
https://sgnt.ai/p/show-hn-llm-spam/ / 2026-07-21 15:32:42
info / starting
Started processing job.
https://sgnt.ai/p/show-hn-llm-spam/ / 2026-07-21 15:32:42
info / complete
Processing job completed.
https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber/ / 2026-07-21 15:32:41
warn / screenshot_failed
Accepted listing published, but screenshot capture failed: Navigation timeout of 30000 ms exceeded
https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber/ / 2026-07-21 15:32:41
info / capturing_screenshot
Capturing screenshot for Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber.
https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber/ / 2026-07-21 15:32:10
info / complete
Accepted and published Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber.
https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber/ / 2026-07-21 15:32:10
info / publishing
Publishing accepted listing.
https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber/ / 2026-07-21 15:32:10
info / evaluation_saved
Saved accepted evaluation with score 84.
https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber/ / 2026-07-21 15:32:10
info / queued
Submission evaluation queued.
https://leetcopilot.dev / 2026-07-21 15:32:06
info / queued
Submission evaluation queued.
https://www.inkling.co/research/apple-to-openai / 2026-07-21 15:32:06
info / queued
Submission evaluation queued.
https://lake8.dev/lagotto-meter/ / 2026-07-21 15:32:06