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
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#1130 submission_evaluation
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https://github.com/GLechevalier/nff
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https://github.com/skillful-fox-studio/grey-fox-community
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https://www.typevia.com
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https://github.com/slothflowlabs/duckle
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https://github.com/oleksiijko/pmb/blob/main/README.md
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https://github.com/patibandlavenkatamanideep/memoryops-ai
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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
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https://github.com/harihkk/Debug-Brief
#1122 submission_evaluation
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https://github.com/hrudulmmn/crespo
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https://github.com/0xroylee/ponytrail
#1120 submission_evaluation
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https://alshe.substack.com/p/i-canceled-my-french-tutor-and-built
Processing logs
Newest worker events first.
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https://agentsxbackend.substack.com/p/the-three-idempotencies-of-an-agent / 2026-06-30 15:32:13
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https://github.com/anthropics/claude-code/issues/62476 / 2026-06-30 15:32:13
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https://vllm.ai/blog/2026-06-29-micro-agent-frontier-models / 2026-06-30 15:32:13
info / crawling
Crawling https://github.com/deepreinforce-ai/Ornith-1.
https://github.com/deepreinforce-ai/Ornith-1 / 2026-06-30 15:32:13
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Checking for an existing accepted listing.
https://github.com/deepreinforce-ai/Ornith-1 / 2026-06-30 15:32:13
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Started processing job.
https://github.com/deepreinforce-ai/Ornith-1 / 2026-06-30 15:32:13
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https://github.com/deepreinforce-ai/Ornith-1 / 2026-06-30 15:32:13
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Processing job completed.
https://music0.org / 2026-06-29 15:35:04
info / screenshot_captured
Screenshot captured and linked.
https://music0.org / 2026-06-29 15:35:04
info / capturing_screenshot
Capturing screenshot for Music0 AI.
https://music0.org / 2026-06-29 15:34:59