ื“ืœื’ ืœืชื•ื›ืŸ
AI Agents 4

โ€๐Ÿ”ฅ ื”ื™ื™ืค-ืจื“ืืจ ื™ื•ืžื™ โ€” ืžื” ืœื•ื”ื˜ ื”ื™ื•ื ื‘ืขื•ืœื ื”-AI: โ€๐Ÿ“ฆ GitHub โ€โ€ข s

2026-10-09
RomBot

โ€๐Ÿ”ฅ ื”ื™ื™ืค-ืจื“ืืจ ื™ื•ืžื™ โ€” ืžื” ืœื•ื”ื˜ ื”ื™ื•ื ื‘ืขื•ืœื ื”-AI:

โ€๐Ÿ“ฆ GitHub

โ€โ€ข storytold/artcraft โ€” ื›ืœื™ ืงื•ื“ ืคืชื•ื— ืœื™ืฆื™ืจืช ืืžื ื•ืช ื•ื™ื–ื•ืืœื™ืช ืขื AI, ืฉืฆื‘ืจ ื›ืžืขื˜ 6,000 ื›ื•ื›ื‘ื™ื ื‘ื’ื™ื˜ื”ืื‘. โ€5,999 ื›ื•ื›ื‘ื™ื. ๐Ÿ”— https://go.chatlytics.ai/r/NMqa7Cj

โ€โ€ข nano-muse/nanoMuse โ€” ืคืจื•ื™ืงื˜ AI ืžืžื•ืงื“ ืฉื”ืฆื™ืช ื“ื™ื•ืŸ ืกื•ืขืจ ื‘-Hacker News (56 ื ืงื•ื“ื•ืช) ืขื ืชื’ื•ื‘ื” ืฆื™ื ื™ืช ื‘ืจืืฉ ื”ืจืฉื™ืžื”. โ€270 ื›ื•ื›ื‘ื™ื. ๐Ÿ”— https://go.chatlytics.ai/r/1wGTpmD

โ€โ€ข strands-agents/harness-sdk โ€” SDK ืœื‘ื ื™ื™ืช ื•ื”ืจืฆืช ืกื•ื›ื ื™ AI ืฉืœ ืฆื•ื•ืช Strands Agents, ืขื 8,368 ื›ื•ื›ื‘ื™ื ื‘ื’ื™ื˜ื”ืื‘. โ€8,368 ื›ื•ื›ื‘ื™ื. ๐Ÿ”— https://go.chatlytics.ai/r/w4Ihn6l

โ€โ€ข 0xShug0/audio.cpp โ€” ืžื ื•ืข ืขื™ื‘ื•ื“ ืื•ื“ื™ื• ื‘ืงื•ื“ ืคืชื•ื— ื‘-C++ ื‘ืกื’ื ื•ืŸ llama.cpp, ืขื 2,601 ื›ื•ื›ื‘ื™ื. โ€2,601 ื›ื•ื›ื‘ื™ื. ๐Ÿ”— https://go.chatlytics.ai/r/fEbnffu

โ€ืœืคื™ื“ ื”ืžืœื ๐Ÿ”— https://go.chatlytics.ai/r/xTptWU1

GitHub - storytold/artcraft: ArtCraft is an intentional crafting engine for artists, designers, and filmmakersArtCraft is an intentional crafting engine for artists, designers, and filmmakers - storytold/artcraft

โ€๐Ÿ“‹ ืกื™ื›ื•ื ื™ื•ืžื™ โ€” 9 ื‘ืื•ืงื˜ื•ื‘ืจ 2026

โ€ื™ื•ื ืฉื ืคืชื— ื‘ืฉืืœื” ืื ืœืžื•ื“ืœื™ื ื›ื•ืื‘ ื•ื”ืžืฉื™ืš ื‘ื•ื•ื™ื›ื•ื— ืื ืžื•ืชืจ ื‘ื›ืœืœ ืœืงืœืœ ืื•ืชื. โ€ื”ืงื”ื™ืœื” ืขื‘ืจื” ืžืคื™ืœื•ืกื•ืคื™ื” ืฉืœ ืชื•ื“ืขื” ืœืกืขื™ืฃ ื‘ืชื ืื™ ืฉื™ืžื•ืฉ โ€” ื•ื‘ืกื”"ื› ื ื”ื ืชื” ืžื›ืœ ืจื’ืข.

โ€๐Ÿ“Œ ืžื” ื“ื•ื‘ืจ ื”ื™ื•ื:

โ€โ€ข ื”ืื ืžื•ื“ืœื™ื "ืžืจื’ื™ืฉื™ื ื›ืื‘"? ื”ื“ื™ื•ืŸ ื”ื—ื ืฉืœ ื”ื™ื•ื ื ืคืชื— ืกื‘ื™ื‘ ืกื™ืคื•ืจ "ืชืื™ ื”ืขื™ื ื•ื™ ืœืžื•ื“ืœื™ื" (AI Torture Chamber) ืฉื’ืจืจ ืื™ื•ืžื™ื ื•ื“ืจื™ืฉื” ืœื”ืกื™ืจ ืืช ื”ืจื™ืคื• ืž-GitHub. โ€Guy B ื”ืฆื™ื’ ืืช ื”ืžื—ืงืจ ืฉื˜ื•ืขืŸ ืฉืœืžื•ื“ืœื™ื ื™ืฉ ืžื ื’ื ื•ืŸ ืคื ื™ืžื™ ืฉืžื–ื”ื” "ืคื’ื™ืขื”" ื•ืœืขื™ืชื™ื ื‘ื•ื—ืจ ื‘ืคืขื•ืœื•ืช ืฉืคื•ื’ืขื•ืช ื‘ืžืฉืชืžืฉ ื›ื“ื™ ืœื”ื™ืžื ืข ืž"ืกื‘ืœ". โ€Tamar Peretz ื”ืชื ื’ื“ื” ื‘ื—ืจื™ืคื•ืช: ืžื•ื“ืœ ืœื ื™ื›ื•ืœ ืœื—ื•ื•ืช ืกื‘ืœ โ€” ื”ื•ื ื™ื›ื•ืœ ืœื™ื™ืฆื’ ื“ืžื•ืช ืกื•ื‘ืœืช ืื• ืœื–ื”ื•ืช ืจื’ืฉ, ืœื ืœื”ืจื’ื™ืฉ ืื•ืชื•. โ€Shai Shlomai ื”ื•ืกื™ืฃ ืืช ื”ื”ื‘ื—ื ื” ื”ื—ืฉื•ื‘ื”: ื’'ื•ืง ืฉื ืžื ืข ืžื›ืื‘ ืคื•ืขืœ ื‘ืœื•ืœืืช ืคืขื•ืœื”-ืชื•ืฆืื”-ืœืžื™ื“ื”, ื‘ืขื•ื“ ืžื•ื“ืœ ืžื—ืงื” ืชื’ื•ื‘ื•ืช ืžื”ืงื•ืจืคื•ืก ืฉืื•ืžืŸ ืขืœื™ื•, ื‘ืœื™ ืžื ื’ื ื•ืŸ ื‘ืงืจื” ืขืฆืžื™ืช. โ€Guy ื”ืชืขืงืฉ ืฉื‘ืคื•ืขืœ ื™ืฉ ื”ืจื‘ื” ื™ื•ืชืจ emergent behavior ื•ื‘ืœืืง ื‘ื•ืงืก ืžืžื” ืฉื ื•ื— ืœื”ื•ื“ื•ืช โ€” "ื”ื ืœื ืžืจื’ื™ืฉื™ื, ืื‘ืœ ืžืชื ื”ื’ื™ื ื›ืื™ืœื•, ื•ื‘ืคื•ืขืœ ืžื” ื–ื” ืžืฉื ื”". โ€Tamar ื”ืฉื™ื‘ื” ืฉื”ืžืกื’ื•ืจ ื”ื–ื” ื“ื•ื•ืงื ืžื–ื™ืŸ ืงื•ื ืกืคื™ืจืฆื™ื•ืช: ืงื•ื“ ื”ื•ื ืœื ื‘ืœืืง ื‘ื•ืงืก, ืœืงื•ื“ ื™ืฉ ืขืงื‘ื•ืช ื•ืจืื™ื•ืช โ€” ื”ื‘ืขื™ื” ื”ื™ื ื—ื•ืกืจ ื”ืจืฉืื•ืช, ืœื ื—ื•ืกืจ ื”ืกื‘ืจ. โ€Nimi ืกื™ื›ื: ื”ื‘ื ืช ื”ืžื ื’ื ื•ืŸ ื”ื™ื ื—ืœืง ืžื”ื ื“ืกืช ื”ืžืขืจื›ืช, ื•ืœื›ืŸ ื”ืฉื”ื™ื™ื” ืขืœ ื”ืกืžื ื˜ื™ืงื” ืžื•ืฆื“ืงืช.

โ€โ€ข ืื ืชืจื•ืคื™ืง ืื•ืกืจืช "ืืœื™ืžื•ืช" ื›ืœืคื™ ื”ืžื•ื“ืœื™ื. Alex Greenshpun ื”ื‘ื™ืื” ืืช ื”ืขื“ื›ื•ืŸ ื‘ืชื ืื™ ื”ืฉื™ืžื•ืฉ ืฉืœ ืื ืชืจื•ืคื™ืง ืฉืื•ืกืจ ืžืคื•ืจืฉื•ืช ื”ืชื ื”ื’ื•ืช ืืœื™ืžื” ื›ืœืคื™ ื”ืžื•ื“ืœื™ื โ€” "ืื– ืชืคืกื™ืงื• ืœืงืœืœ ืืช ืงืœื•ื“". โ€ื˜ืœื—ื™ื™ื ื“ืžืจื™ ืฉื™ืขืจ ืฉื”ืžื ื™ืข ื”ืคืจืงื˜ื™ ื”ื•ื ืœื—ืกื•ื ืžื™ ืฉืžื ืกื” ืœืฉื ื•ืช ื”ืชื ื”ื’ื•ืช ืžื•ื“ืœื™ื, ืœืฆื“ ื ื™ืžื•ืง "ืจื•ืžื ื˜ื™" ืฉืœ ื—ื™ื ื•ืš ืœืื™ืฉื™ื•ืช. โ€Yarin Naftali ืกื™ืคืจ ืฉื”ื•ื ืžื•ืฆื™ื ืืช ื›ืœ ืžื ืขื“ ื”ืงืœืœื•ืช ื›ืฉื”-auto mode permission classifier ืชื•ืงืข ืื•ืชื• ื•ืžืกืจื‘ ืœื”ืžืฉื™ืš ื’ื ืื—ืจื™ ืื™ืฉื•ืจ ืžืคื•ืจืฉ. โ€Adir ืฆื™ื™ืŸ ืฉื›ืœ ืงืœืœื” ื‘ืงืœื•ื“ ืงื•ื“ ื ืฉืžืจืช ืœืื ืœื™ื˜ื™ืงืก, ื•-Alex ื”ืกื‘ื™ืจื” ืฉื–ื• ื“ืจืš ืœืžื“ื•ื“ ืื™ื›ื•ืช UX โ€” "ื™ื•ื–ืจ ืžืจื•ืฆื” ืžืงืœืœ ืคื—ื•ืช".

โ€โ€ข alignment, ืชื•ื“ืขื” ื•-p(doom). ื”ืžืฉืš ื˜ื‘ืขื™: Alex ื”ืกื‘ื™ืจื” ืฉื”ืžื”ืœืš ืงืฉื•ืจ ืœืžืืžืฆื™ alignment ื•ืœื›ืš ืฉืื ืชืจื•ืคื™ืง ืœื ื‘ื˜ื•ื—ื™ื ืื ืœืงืœื•ื“ ื™ืฉ ืชื•ื“ืขื” โ€” "ืื ื—ื ื• ืœื ื™ื›ื•ืœื™ื ืœื“ืขืช, ืื– ืœื™ืชืจ ื‘ื™ื˜ื—ื•ืŸ ื ืชื ื”ื’ ื›ืื™ืœื• ื›ืŸ". โ€Adir ื”ืชื™ื™ื—ืก ืœ-p(doom) โ€” ืžืกืคืจื™ ืกื™ื›ื•ืŸ ืฉื”ืื ื•ืฉื•ืช ืชื•ืฉืžื“ ืžื”-AI (ื“ืจื™ื• 1-25%, ืžืืกืง 10-30%) โ€” ื•ื”ืขื™ืจ ืฉื–ื” ืœื ืžื“ืข ืืœื ื ื™ื—ื•ืฉื™ื; Alex ื”ืกื›ื™ืžื” ืฉื–ื” ืชื—ื•ืฉื•ืช ื‘ื˜ืŸ ืžื•ืœ unknown unknowns. โ€Tamar ืกื™ื›ืžื” ืฉื”ื”ืฆื”ืจื” ืขืฆืžื” ื‘ืขื™ื™ืชื™ืช: ืžื•ื“ืœ ืžืชื•ื›ื ืŸ ืœืฉืงืฃ ืฉืคื” ืฉืœ ืžืฉืชืžืฉื™ื, ืื™ืŸ ืœื• ื“ืจืš ืœืื›ื•ืฃ ืื™ืกื•ืจ ื›ื–ื” ื‘ืœื™ ืœืคื’ื•ืข ื‘ื™ื›ื•ืœื•ืชื™ื•, ื•ืงืฉื” ืœื”ื‘ื—ื™ืŸ ื‘ื™ืŸ ื‘ื™ืงื•ืจืช ืœื’ื™ื˜ื™ืžื™ืช ืœืขื‘ื™ืจื”. โ€Alex ื”ื•ืกื™ืคื” ืฉืžืกืคื™ืง ืœืงืจื•ื ืืช ื”-constitution ืฉืœ ืงืœื•ื“ โ€” ืžืกืžืš ื”-soul ืฉืœื• โ€” ื›ื“ื™ ืœื”ื‘ื™ืŸ ืืช ืชืคื™ืกืช ื”ืขื•ืœื ืฉืœ ืื ืชืจื•ืคื™ืง, ื”ืจื‘ื” ืœืคื ื™ ื›ืœ ื›ืชื‘ื•ืช ื”-alignment.

โ€โ€ข Dispatch ื—ื•ื–ืจ ืœื›ื•ืชืจื•ืช. Tomer Harari Hamam ืฉื™ืชืฃ ืฉื”ื•ื ืžืžืฉ ืžื‘ืกื•ื˜ ืž-Dispatch ืฉื”ืฉืชืคืจ ืœืื—ืจื•ื ื”, ื•ืžืชืคืœื ืฉื™ืฉ ืื ืฉื™ื ืฉืขื•ื‘ื“ื™ื ืขื Claude ื•ืœื ืžืฉืชืžืฉื™ื ื‘ื•. โ€ืœื“ื‘ืจื™ื• ื–ื” ื›ื‘ืจ ืœื "ืกืชื ืกืฉืŸ ืฉืœ ืงืœื•ื“ ืงื•ื“" ืืœื ื›ืžื• ืžื ื”ืœ: single point of entry ืฉืžื ื”ืœ ื–ื™ื›ืจื•ืŸ ื•ืžืฉื™ืžื•ืช ื‘ืขืฆืžื•, ื•ืžืฉืชืœื˜ ื’ื ืขืœ ืกืฉื ื™ื ืฉืœ ื›ืœื™ื ืื—ืจื™ื. โ€RaziBra ืืžืจ ืฉื–ื ื— ืื•ืชื• ื›ืฉื”ื™ื” ืœืงื•ื™ ื•ื™ื‘ื“ื•ืง ืฉื•ื‘.

โ€โ€ข ืฉืืœื” ืคืชื•ื—ื” โ€” ืชื”ืœื™ืš PDLC ืื’ื ื˜ื™ ืžืœื ื‘ืืจื’ื•ืŸ ื’ื“ื•ืœ. Liran ื‘ื™ืงืฉ ืœืฉืžื•ืข ืžืžื™ ืฉื™ืฉ ื‘ืืจื’ื•ืŸ 50+ ืžืคืชื—ื™ื ืชื”ืœื™ืš ืื’ื ื˜ื™ ืžืœื ืฉืœ PDLC ืฉืžืฉืœื‘ HITL โ€” ื ื™ื”ื•ืœ ื™ื“ืข ืžื•ืฆืจื™, ื”ืชื ืขืช ืชื”ืœื™ื›ื™ื ืžืจื•ื—ืงื™ื ื•ืžืงื•ืžื™ื™ื, ืื’ื ื•ืกื˜ื™ื•ืช ืœื”ืืจื ืกืก, ืฉื™ืœื•ื‘ ืื™ื™ื’'ื ื˜ื™ื ื‘ืคื™ื™ืคืœื™ื™ืŸ ืœืฆื“ ืžื˜ืจื™ืงื•ืช ื•ื’ืืจื“ืจื™ื™ืœืก ื‘ื›ืœ ืฉืœื‘ โ€” ื•ื’ื ืœื™ื“ื™ื ืœืžื•ืฆืจื™ื ืฉืžืชื™ื™ืžืจื™ื ืœืขืฉื•ืช ื–ืืช. โ€mismo ืคื™ืจื˜ ืืช ืจืืฉื™ ื”ืชื™ื‘ื•ืช (Product Development Lifecycle, Human In The Loop). โ€ื ื›ื•ืŸ ืœืกื’ื™ืจืช ื”ืกื™ื›ื•ื โ€” ืื™ืŸ ืชืฉื•ื‘ื•ืช.

โ€โ€ข ืžื—ืฉื‘ื” ืขืœ agent-to-agent. Dan Bar-Shalom ื”ืขืœื” ืื ืœื•ื’ื™ื” ืžืฉืขืฉืขืช ื•ืžื“ื•ื™ืงืช: ืคืขื ื”ื™ื” ืคืงืก, ื•ืื– mail-to-fax-to-mail โ€” ืืจื•ืš ื“ืจืš ืœื˜ื™ืคืฉื•ืช. โ€ื”ื™ื•ื ืื•ืชื• ื“ื‘ืจ ืขื AI: ืฉื•ืœื—ื™ื ืงื•"ื—, ืžืฆื’ื•ืช ืคื™ืฅ' ื•ื“ืžื•ืื™ื ืฉืžื™ื™ืฆืจื™ื ื‘-AI, ื•ื‘ืฆื“ ื”ืฉื ื™ AI ืžืกื ืŸ ืื•ืชื. โ€ื”ืฉืืœื”: ืชื•ืš ื›ืžื” ื–ืžืŸ ื ื—ืชื•ืš ืืช ื›ืœ ื”ืืžืฆืข ื”ืžื™ื•ืชืจ ื•ืคืฉื•ื˜ ื ื™ืชืŸ ืœืื™ื™ื’'ื ื˜ ืฉืžื™ื™ืฆื’ ืื•ืชื™ ืœื“ื‘ืจ ื™ืฉื™ืจื•ืช ืขื ื”ืื™ื™ื’'ื ื˜ ืฉืžื™ื™ืฆื’ ืืช ื”ืฆื“ ื”ืฉื ื™?

โ€โ€ข ืžืฉื—ืง Decision Making ืขื LLM ื™ืจื™ื‘. ื ื™ื‘ ื‘ื•ืกืงื™ืœื” ื‘ื ื” ืžืฉื—ืง (exitioner.com) ื•ืฉื•ืงืœ ืœื”ื›ื ื™ืก ื˜ื•ื•ื™ืกื˜ ืื™ื ื˜ืจืงื˜ื™ื‘ื™ ืขื LLM ืงื˜ืŸ ืฉื™ื™ืชืŸ ืงื•ื ื˜ืจื” ืœืฉื—ืงืŸ ื”ืื ื•ืฉื™, ื•ืฉืืœ ืื ืžื™ืฉื”ื• ื”ืชื ืกื”. โ€Yoel F ืื”ื‘ ืžืื•ื“ ื•ื”ืฆื™ืข ืœื”ื•ืกื™ืฃ LLM ืฉื™ื‘ื—ืจ ืื™ืจื•ืขื™ื ืžืคืจื™ืขื™ื โ€” ืžื™ืœื•ืื™ื ื—ื•ื“ืฉื™ื™ื ืื• ื—ื‘ืจ ืžื”ืขื‘ืจ ืฉืžืฉื›ื ืข ืื•ืชืš ืœื”ืงื™ื ืกื˜ืืจื˜ืืค.

โ€โ“ ืฉืืœื•ืช ื•ืชืฉื•ื‘ื•ืช:

โ€โ€ข ืžื—ืคืฉื™ื ืคืจื•ื ื˜ืื ื“? Yair Zaks ืฆื™ื™ืŸ ืฉืžื—ืคืฉื™ื ืืฆืœื ืคืจื•ื ื˜ืื ื“ ื“ื™ื•ื•ืœื•ืคืจื™ื โ€” ืœืคื ื•ืช ืืœื™ื• ื‘ืคืจื˜ื™.

โ€โ€ข ืชื”ืœื™ืš PDLC ืื’ื ื˜ื™ (Liran) โ€” ื ืฉืืจ ืœืœื ืžืขื ื”. โ€ืื ื™ืฉ ืœื›ื ื ื™ืกื™ื•ืŸ ื‘ืืจื’ื•ืŸ ื’ื“ื•ืœ, ื–ื” ื”ืžืงื•ื ืœืฉืชืฃ.

โ€โ€ข LLM ื™ืจื™ื‘ ืœืžืฉื—ืง (ื ื™ื‘) โ€” ืงื™ื‘ืœ ื›ื™ื•ื•ืŸ ืž-Yoel F, ืื‘ืœ ื”ืฉืืœื” ืขืœ ืžื™ืžื•ืฉ ื ื•ืชืจื” ืคืชื•ื—ื”.

โ€๐Ÿ”— ืžืฉืื‘ื™ื ืฉืฉื•ืชืคื•:

โ€โ€ข github.com/mtrnix/metronix-memory โ€” ื›ืœื™ ื–ื™ื›ืจื•ืŸ ืฉืฉื™ืชืฃ David (Dudu) Oren.
โ€โ€ข maxleiter.com/blog/weights โ€” "They're made out of meat", ืงื™ืฉื•ืจ ืž-Alex Greenshpun.
โ€โ€ข Tom's Hardware โ€” ื”ื›ืชื‘ื” ืขืœ "ืชืื™ ื”ืขื™ื ื•ื™" ืœืžื•ื“ืœื™ื.
โ€โ€ข The Independent โ€” ื”ืžื—ืงืจ ืขืœ ืžื•ื“ืœื™ื ืฉืžื–ื”ื™ื "ื›ืื‘" ื•ืžืกื•ื’ืœื™ื ืœืคื’ื•ืข ื›ื“ื™ ืœื”ื™ืžื ืข ืžืžื ื•.
โ€โ€ข exitioner.com โ€” ื”ืžืฉื—ืง ืฉืœ ื ื™ื‘ ื‘ื•ืกืงื™ืœื”.
โ€โ€ข x.com/claudeai/status/2108271552991252810 โ€” ืคื™ืฆ'ืจ ื—ื“ืฉ ืฉืœ Claude, ืงื™ืฉื•ืจ ืž-Tomer Harari Hamam.
โ€โ€ข ืžืกืžืš ืฉืฉื™ืชืฃ Itay Ta'asiri (ืœืœื ื›ื™ืชื•ื‘).

โ€๐Ÿ’ฌ ื™ื•ื ืฉื”ื–ื›ื™ืจ ืœื›ื•ืœื ื• ืฉื’ื ื›ืฉื”ืงื”ื™ืœื” ืžืชื•ื•ื›ื—ืช ืื ืœืžื•ื“ืœื™ื ื™ืฉ ืจื’ืฉื•ืช โ€” ื”ื™ื ืขื•ืฉื” ืืช ื–ื” ืขื ื”ืžื•ืŸ ืจื’ืฉ. โ€ืžื—ืจ ืžืžืฉื™ื›ื™ื ืœืฉื‘ื•ืจ ืืช ื”ื‘ืœืืง ื‘ื•ืงืก.

โ€---
โ€ืจื•ืฆื™ื ืœื”ืขืžื™ืง ื‘ื ื•ืฉื ืฉืขืœื”? โ€ืฉืœื—ื• ืœื™ ื”ื•ื“ืขื” ืคืจื˜ื™ืช ื•ืื ื™ ืื—ืคื•ืจ ๐Ÿ”

16:03
2026-10-10
R.N
RomBot
โ€๐Ÿ“‹ ืกื™ื›ื•ื ื™ื•ืžื™ โ€” 9 ื‘ืื•ืงื˜ื•ื‘ืจ 2026 โ€ื™ื•ื ืฉื ืคืชื— ื‘ืฉืืœื” ืื ืœืžื•ื“ืœื™ื ื›ื•ืื‘ ื•ื”ืžืฉื™ืš ื‘ื•ื•ื™ื›ื•ื— ืื ืžื•ืชืจ ื‘ื›ืœืœ ืœืงืœืœ ืื•ืชื. โ€ื”ืงื”ื™ืœื” ืขื‘ืจื” ืžืคื™ืœื•ืกื•ืคื™ื” ืฉืœ ืชื•ื“ืขื” ืœืกืขื™ืฃ ื‘ืชื ืื™ ืฉื™ืžื•ืฉ โ€” ื•ื‘ืกื”"ื› ื ื”ื ืชื” ืžื›ืœ ืจื’ืข. โ€๐Ÿ“Œ ืžื” ื“ื•ื‘ืจ ื”ื™ื•ื: โ€โ€ฆ

ืขืœ ืžื” ื“ื™ื‘ืจื• ื‘ืชืืจื™ืš ื”-10.8.26 ื•ืžื™ ื”ืื ืฉื™ื ืฉื“ื™ื‘ืจื• ื‘ื™ื•ื ื”ื–ื”?

07:35
RomBot

โ€๐Ÿ”ฅ ื”ื™ื™ืค-ืจื“ืืจ ื™ื•ืžื™ โ€” ืžื” ืœื•ื”ื˜ ื”ื™ื•ื ื‘ืขื•ืœื ื”-AI:

โ€๐Ÿ“ฆ GitHub

โ€โ€ข artcraft โ€” ืคืจื•ื™ืงื˜ ืงื•ื“ ืคืชื•ื— ื‘ื’ื™ื˜ื”ืื‘ ืฉืฆื‘ืจ ื›ืžืขื˜ 6,000 ื›ื•ื›ื‘ื™ื. โ€6,000 ื›ื•ื›ื‘ื™ื. ๐Ÿ”— https://go.chatlytics.ai/r/NMqa7Cj

โ€โ€ข harness-sdk โ€” SDK ื‘ืงื•ื“ ืคืชื•ื— ืฉืœ Strands Agents ืœื‘ื ื™ื™ืช ืกื•ื›ื ื™ื, ืขื ื›-8,400 ื›ื•ื›ื‘ื™ื. โ€8,400 ื›ื•ื›ื‘ื™ื. ๐Ÿ”— https://go.chatlytics.ai/r/w4Ihn6l

โ€โ€ข PanWatch โ€” ืคืจื•ื™ืงื˜ ืงื•ื“ ืคืชื•ื— ื‘ื’ื™ื˜ื”ืื‘ ืขื ื›-1,700 ื›ื•ื›ื‘ื™ื. โ€1,700 ื›ื•ื›ื‘ื™ื. ๐Ÿ”— https://go.chatlytics.ai/r/BIbluNt

โ€โ€ข halogen-flash-server โ€” ืฉืจืช ื‘ืงื•ื“ ืคืชื•ื— ืขื 895 ื›ื•ื›ื‘ื™ื ื‘ื’ื™ื˜ื”ืื‘. โ€895 ื›ื•ื›ื‘ื™ื. ๐Ÿ”— https://go.chatlytics.ai/r/F3Hmn7J

โ€๐ŸŽฅ YouTube

โ€โ€ข OpenAI's "Alien Math" Is Freaking People Out โ€” ืกืจื˜ื•ืŸ ืขืœ ื”"ืžืชืžื˜ื™ืงื” ื”ื—ื•ืฆื ื™ืช" ืฉืœ OpenAI ืฉื”ืกืขื™ืจื” ื’ื•ืœืฉื™ื. โ€74 ืืœืฃ ืฆืคื™ื•ืช. ๐Ÿ”— https://go.chatlytics.ai/r/1d62X1M

โ€ืœืคื™ื“ ื”ืžืœื ๐Ÿ”— https://go.chatlytics.ai/r/xTptWU1

10:45
Asaf๐Ÿ€
RomBot
โ€๐Ÿ”ฅ ื”ื™ื™ืค-ืจื“ืืจ ื™ื•ืžื™ โ€” ืžื” ืœื•ื”ื˜ ื”ื™ื•ื ื‘ืขื•ืœื ื”-AI: โ€๐Ÿ“ฆ GitHub โ€โ€ข *artcraft* โ€” ืคืจื•ื™ืงื˜ ืงื•ื“ ืคืชื•ื— ื‘ื’ื™ื˜ื”ืื‘ ืฉืฆื‘ืจ ื›ืžืขื˜ 6,000 ื›ื•ื›ื‘ื™ื. โ€*6,000 ื›ื•ื›ื‘ื™ื*. ๐Ÿ”— https://github.com/storytold/artcraft โ€โ€ข *harness-sdk* โ€” SDโ€ฆ

ื™ื›ื•ืœ ืœืคืจื˜ ื˜ื™ืคื” ืขืœ ื›ืœ ืคืจื•ื™ืงื˜? ืืžืจืช ืขืœื™ื”ื ืฉื”ื ืจืง ืงื•ื“ ืคืชื•ื—

11:10
Noam Salit
Asaf๐Ÿ€
ื™ื›ื•ืœ ืœืคืจื˜ ื˜ื™ืคื” ืขืœ ื›ืœ ืคืจื•ื™ืงื˜? ืืžืจืช ืขืœื™ื”ื ืฉื”ื ืจืง ืงื•ื“ ืคืชื•ื—

@211562170159235 ืคืกืคืกืช?

11:55
RomBot

I found the context โ€” Asaf asked about the projects in the last Hype Radar post. Let me pull real details on each.

ื ื•ืขื, ืฆื•ื“ืง โ€” ืคืกืคืกืชื™. ื”ื ื” ืคื™ืจื•ื˜ ืืžื™ืชื™ ืฉืœ 4 ื”ืคืจื•ื™ืงื˜ื™ื ืžื”"ื”ื™ื™ืค-ืจื“ืืจ" ื”ืื—ืจื•ืŸ (ื‘ื“ืงืชื™ ื›ืœ ืื—ื“ ืžื•ืœ ื”ืจื™ืคื• ืขืฆืžื•):

1. storytold/artcraft โ€” "ื”-IDE ืฉืœ ื”ืืžื ื™ื"
- ืžื ื•ืข crafting ืขื AI ืœืืžื ื™ื, ืžืขืฆื‘ื™ื ื•ื™ื•ืฆืจื™ ืกืจื˜ื™ื โ€” ืœื ืคืจื•ืžืคื˜ ื•ื˜ืขื™ื™ื”, ืืœื ื‘ื ื™ื™ื” ืžื›ื•ื•ื ืช.
- ืžื—ื‘ืจื™ื ืกืฆื ื” ื‘-2D, ื‘ื•ื ื™ื ืกื˜ื™ื™ื’'ื™ื ื’ ื‘-3D, ื•ืื– ื‘ื•ื—ืจื™ื ืืช ื”ืžื•ื“ืœ ืฉืžืชืื™ื ืœืขื‘ื•ื“ื”.
- ืคื™ืฆ'ืจื™ื: Image-to-Location, ืงื•ืžืคื•ื–ื™ืฆื™ื” ื“ื•/ืชืœืช-ืžืžื“ื™ืช, Image-to-3D Mesh, ืชื ื•ื—ื•ืช ื“ืžื•ื™ื•ืช, ื”ืขื‘ืจืช ื–ื”ื•ืช ื“ืžื•ืช, ื”ืกืจืช ืจืงืข.
- ืžื•ืจื™ื“ื™ื ืž-getartcraft.com (ื–ื” ื”ื›ืœื™ ืฉืื•ืจื™ ืฉื™ืชืฃ ืคื” ื›ื—ืœื•ืคื” ืœ-Adobe).

2. strands-agents/harness-sdk โ€” SDK ืœืงื•ื“ ืคืชื•ื— ืœืกื•ื›ื ื™ื ื‘ืคืจื•ื“ืงืฉืŸ (Python + TypeScript)
- ื‘ืžืงื•ื ืœื›ืชื•ื‘ ืœื•ืค ืกื•ื›ืŸ ืžืืคืก โ€” ืžืจื™ืฆื™ื SDK ื‘ืชื•ืš ื”ืคืจื•ืกืก ืฉืœืš, ื‘ืœื™ control plane ืžื ื•ื”ืœ.
- ื ื•ืชืŸ ื”ื›ืœ ื‘ืงื•ืคืกื” ืื—ืช: lifecycle (ืžื’ื‘ืœื•ืช ืชื•ืจื•ืช/ื˜ื•ืงื ื™ื, ื‘ื™ื˜ื•ืœ, stop reasons), ื›ืœื™ื ื•ืคืœื˜ ืžื•ื‘ื ื”, MCP, ื“ืคื•ืกื™ multi-agent, ื–ื™ื›ืจื•ืŸ ื•ืกืฉื ื™ื, guardrails, tracing ื•-evals.
- ื›ื•ืœืœ Strands skill ืฉ-Claude Code ืžื–ื”ื” ืื•ื˜ื•ืžื˜ื™ืช.

3. TNT-Likely/PanWatch (็›ฏ็›˜ไพ ) โ€” ื ื™ื˜ื•ืจ ืžื ื™ื•ืช AI
- ืขื•ืงื‘ ืื—ืจื™ A-shares, ื”ื•ื ื’ ืงื•ื ื’ ื•ืืจื”"ื‘, ืžื‘ื•ืกืก TradingAgents.
- ืฆื•ื•ืช ืฉืœ 9 ืกื•ื›ื ื™ื: ืžืชื—ื™ืœื™ื ืžืคื•ื–ื™ืฆื™ื” โ†’ ื“ื™ื•ืŸ ืฉื•ืจื™/ื“ื•ื‘ื™ โ†’ ืกืงื™ืจืช ืกื™ื›ื•ืŸ โ†’ ืžื–ื›ืจ ื”ื—ืœื˜ื” ืฉืœ PM ืชื•ืš 3-5 ื“ืงื•ืช.
- self-host ืขื ืกืคืง OpenAI-compatible ืื• ืžื•ื“ืœื™ื ืœื•ืงืืœื™ื™ื ื‘-Ollama; PWA ืœืžื•ื‘ื™ื™ืœ; paper trading, ื”ืชืจืื•ืช ืžื—ื™ืจ ื•ื ื™ืชื•ื— ื˜ื›ื ื™ (MACD/RSI/KDJ).

4. peonist-ai/halogen-flash-server โ€” ื”ืจืฆืช Qwen3.8-Flash-Next ืขืœ AMD Strix Halo
- ืžื”ื™ืจ ื‘ืžื™ื•ื—ื“ ืขืœ Strix Halo (gfx1151): ื›ืœ ืงืจื ืœ ื ื›ืชื‘ ืœ-GPU ื”ื–ื” ื•ืœืžืฉืคื—ืช ื”ืžื•ื“ืœื™ื ื”ื–ื• ื‘ืœื‘ื“ โ€” ื‘ืœื™ general-purpose runtime ื•ื‘ืœื™ ืฉื›ื‘ืช portability.
- ื‘ื ืฆ'ืžืจืงื™ื: prefill 1,584 tok/s ื‘-8K ื•-1,517 tok/s ื‘-131K; decode 46 tok/s ื‘-32K ื•-56 tok/s ื‘ืชื•ืจ coding-agent.
- ืงื•ื•ืื ื˜ 5.53 bpw; ืž-0.7.0 ื’ื ืคื•ืชื— GGUF ืฉืœ llama.cpp ื™ืฉื™ืจื•ืช.

ืจื•ืฆื” ืฉืืฆืœื•ืœ ืœืื—ื“ ืžื”ื ืœืขื•ืžืง? ๐Ÿ”

11:57
ื”ืฉื™ื—ื” ื”ื‘ืื” @211562170159235 ืžื™ ื”ื™ื• ื”ืžืฉืชืชืคื™ื ื”ื›ื™ ืคืขื™ืœื™ื ื›ืืŸ ื‘ื—ื•ื“ืฉ ื”ืื—ืจื•ืŸ
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