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 / evaluating
Running the AI evaluation.
https://github.com/squid-protocol/gitgalaxy / 2026-04-29 15:39:39
info / crawl_saved
Saved crawl snapshot with status 200.
https://github.com/squid-protocol/gitgalaxy / 2026-04-29 15:39:39
info / crawling
Crawling https://github.com/squid-protocol/gitgalaxy.
https://github.com/squid-protocol/gitgalaxy / 2026-04-29 15:39:38
info / checking_duplicate
Checking for an existing accepted listing.
https://github.com/squid-protocol/gitgalaxy / 2026-04-29 15:39:38
info / starting
Started processing job.
https://github.com/squid-protocol/gitgalaxy / 2026-04-29 15:39:38
info / complete
Processing job completed.
https://github.com/frenchie4111/harness / 2026-04-29 15:39:36
info / complete
Accepted and published Harness.
https://github.com/frenchie4111/harness / 2026-04-29 15:39:36
info / publishing
Publishing accepted listing.
https://github.com/frenchie4111/harness / 2026-04-29 15:39:36
info / evaluation_saved
Saved accepted evaluation with score 84.
https://github.com/frenchie4111/harness / 2026-04-29 15:39:36
info / evaluating
Running the AI evaluation.
https://github.com/frenchie4111/harness / 2026-04-29 15:39:31
info / crawl_saved
Saved crawl snapshot with status 200.
https://github.com/frenchie4111/harness / 2026-04-29 15:39:31
info / crawling
Crawling https://github.com/frenchie4111/harness.
https://github.com/frenchie4111/harness / 2026-04-29 15:39:31
info / checking_duplicate
Checking for an existing accepted listing.
https://github.com/frenchie4111/harness / 2026-04-29 15:39:30
info / starting
Started processing job.
https://github.com/frenchie4111/harness / 2026-04-29 15:39:30
info / complete
Processing job completed.
https://codethis.dev / 2026-04-29 15:39:29
info / complete
Rejected submission decision saved.
https://codethis.dev / 2026-04-29 15:39:29
info / rejecting
Saving rejected submission decision.
https://codethis.dev / 2026-04-29 15:39:29
info / evaluation_saved
Saved rejected evaluation with score 55.
https://codethis.dev / 2026-04-29 15:39:29
info / evaluating
Running the AI evaluation.
https://codethis.dev / 2026-04-29 15:39:24
info / crawl_saved
Saved crawl snapshot with status 200.
https://codethis.dev / 2026-04-29 15:39:24