https://www.marshall.usc.edu/news/new-research-reveals-ai-is-boosting-productivity-at-home--but-not-equally
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.
#1131 submission_evaluation
succeeded
#1130 submission_evaluation
succeeded
https://github.com/GLechevalier/nff
#1129 submission_evaluation
succeeded
https://github.com/skillful-fox-studio/grey-fox-community
#1128 submission_evaluation
succeeded
https://www.typevia.com
#1127 submission_evaluation
succeeded
https://github.com/slothflowlabs/duckle
#1126 submission_evaluation
succeeded
https://github.com/oleksiijko/pmb/blob/main/README.md
#1125 submission_evaluation
succeeded
https://github.com/patibandlavenkatamanideep/memoryops-ai
#1124 submission_evaluation
succeeded
https://air.dev/?source=google&medium=cpc&campaign=amer_en_us_air_wave1_mar_google_search&term=multi%20agent%20orchestration%20for%20coding&content=799074729754
#1123 submission_evaluation
succeeded
https://github.com/harihkk/Debug-Brief
#1122 submission_evaluation
succeeded
https://github.com/hrudulmmn/crespo
#1121 submission_evaluation
succeeded
https://github.com/0xroylee/ponytrail
#1120 submission_evaluation
succeeded
https://alshe.substack.com/p/i-canceled-my-french-tutor-and-built
Processing logs
Newest worker events first.
info / capturing_screenshot
Capturing screenshot for show-me: a coding agent skill for compact visual representations.
https://www.humanlayer.com/blog/show-me-skill / 2026-08-13 15:32:21
info / complete
Accepted and published show-me: a coding agent skill for compact visual representations.
https://www.humanlayer.com/blog/show-me-skill / 2026-08-13 15:32:21
info / publishing
Publishing accepted listing.
https://www.humanlayer.com/blog/show-me-skill / 2026-08-13 15:32:21
info / evaluation_saved
Saved accepted evaluation with score 81.
https://www.humanlayer.com/blog/show-me-skill / 2026-08-13 15:32:21
info / evaluating
Running the AI evaluation.
https://www.humanlayer.com/blog/show-me-skill / 2026-08-13 15:32:18
info / crawl_saved
Saved crawl snapshot with status 200.
https://www.humanlayer.com/blog/show-me-skill / 2026-08-13 15:32:18
info / crawling
Crawling https://www.humanlayer.com/blog/show-me-skill.
https://www.humanlayer.com/blog/show-me-skill / 2026-08-13 15:32:18
info / checking_duplicate
Checking for an existing accepted listing.
https://www.humanlayer.com/blog/show-me-skill / 2026-08-13 15:32:18
info / starting
Started processing job.
https://www.humanlayer.com/blog/show-me-skill / 2026-08-13 15:32:18
info / complete
Processing job completed.
https://github.com/fellowgeek/mcp-memory / 2026-08-13 15:32:16
info / screenshot_captured
Screenshot captured and linked.
https://github.com/fellowgeek/mcp-memory / 2026-08-13 15:32:16
info / capturing_screenshot
Capturing screenshot for mcp-memory.
https://github.com/fellowgeek/mcp-memory / 2026-08-13 15:32:11
info / complete
Accepted and published mcp-memory.
https://github.com/fellowgeek/mcp-memory / 2026-08-13 15:32:11
info / publishing
Publishing accepted listing.
https://github.com/fellowgeek/mcp-memory / 2026-08-13 15:32:11
info / evaluation_saved
Saved accepted evaluation with score 90.
https://github.com/fellowgeek/mcp-memory / 2026-08-13 15:32:11
info / evaluating
Running the AI evaluation.
https://github.com/fellowgeek/mcp-memory / 2026-08-13 15:32:07
info / crawl_saved
Saved crawl snapshot with status 200.
https://github.com/fellowgeek/mcp-memory / 2026-08-13 15:32:07
info / queued
Submission evaluation queued.
https://medium.com/@serkan_ozal/your-ai-qa-engineer-now-runs-on-every-vercel-preview-16ca2d9dc03a / 2026-08-13 15:32:07
info / queued
Submission evaluation queued.
https://systemscomic.com/ddia/read / 2026-08-13 15:32:07
info / queued
Submission evaluation queued.
https://meat-o-meter.ya-abr97.chatgpt.site / 2026-08-13 15:32:07