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.
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#1131 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.
info / evaluation_saved
Saved accepted evaluation with score 90.
https://github.com/langchain-ai/openwiki / 2026-07-02 15:32:02
info / evaluating
Running the AI evaluation.
https://github.com/langchain-ai/openwiki / 2026-07-02 15:31:58
info / crawl_saved
Saved crawl snapshot with status 200.
https://github.com/langchain-ai/openwiki / 2026-07-02 15:31:58
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https://support.claude.com/en/articles/15424964-claude-fable-5-promotional-access / 2026-07-02 15:31:58
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https://medium.com/@riccardo.tartaglia/how-i-have-build-memory-that-actually-works-for-ai-coding-938ee4df4060 / 2026-07-02 15:31:57
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https://github.com/enola-labs/enola/tree/main / 2026-07-02 15:31:57