Opher Vishnia

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Opher Vishnia

Opher Vishnia

@Opherv

Developer, designer, speaker, and a spark for creative magic ๐Ÿ”ฎ Principal engineer @hud_hq | ex @ekovideo | ๐ŸŽธ lead guitar https://t.co/Lb7sRHqgZw ๐Ÿ‘พ

Katฤฑlฤฑm ลžubat 2011
462 Takip Edilen843 Takipรงiler
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Opher Vishnia
Opher Vishnia@Ophervยท
Excited to share my new series - #UIMath I'm going to show & explain the math that makes #userinterface work! ๐Ÿ˜„ We're starting off with LERP and how to use it to calculate progress bars. In the future we'll get to more complex stuff. What would you like me to cover next? โš™โž—
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Shai Yallin
Shai Yallin@shaiyallinยท
ืคืก ื”ื™ื™ืฆื•ืจ ื ืกื’ืจ
Shai Yallin tweet media
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Shai Yallin
Shai Yallin@shaiyallinยท
ืคืก ื”ื™ืฆื•ืจ ื ืคืชื—
Shai Yallin tweet media
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Shai Yallin
Shai Yallin@shaiyallinยท
@danjas ืื ื™ ืฆื•ืคื” ื‘ืคืขื ื”ืฉืœื™ืฉื™ืช ื‘ Star Trek: TNG, ืฉื™ื ื”ืื•ื˜ื•ืคื™ื” ื•ื”ืื•ืคื˜ื™ืžื™ื•ืช ืฉืœ ื”ื˜ืœื•ื•ื™ื–ื™ื” ื”ืืžืจื™ืงืื™ืช
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Dan-ya Shwartz
Dan-ya Shwartz@danjasยท
ืžืขื ื™ื™ืŸ ืื™ืš ืื ืฉื™ื ืฉืœื ืจืื• ื‘ืืคื™ ืžืกืคืจ ื“ื• ืกืคืจืชื™ ืฉืœ ืคืขืžื™ื ืžืชืžื•ื“ื“ื™ื ืขื ื”ืขืฉื•ืจ ื”ืืคื•ืงืœื™ืคื˜ื™ ื”ื–ื”.
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Aner ๐Ÿช
Aner ๐Ÿช@anershabยท
ื”ืคืจื™ืคืจื™ื” ื”ืืžื™ืชื™ืช ื”ื™ื ื›ืฉื”ื‘ืŸ ืฉืœืš ืžืชื—ืคืฉ ืœืœื™ื ืง ื•ืœืืฃ ืื—ื“ ืื™ืŸ ืฉืžืฅ ืœืžื” ื”ื•ื ื”ืชื—ืคืฉ
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Adriano Reis ๐ŸŒฑ
Adriano Reis ๐ŸŒฑ@adrianoreisยท
๐Ÿ“ฃ I'm going full-time freelance!! ๐Ÿ“ฃ ICYM I was working FT at eko as a lead designer and freelancing on the side. Now I'm going fully independent and also starting building my design studio "Ancorpoint" Super excited about this new chapter!!
Adriano Reis ๐ŸŒฑ tweet mediaAdriano Reis ๐ŸŒฑ tweet media
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tldraw
tldraw@tldrawยท
i have an idea
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Opher Vishnia
Opher Vishnia@Ophervยท
@etammarhamelh @TheSharkLady I got you ืžื—ืคืฉ couch coop ืฉื›ื•ืœื ืคื™ื–ื™ืช ื‘ื—ื“ืจ? ืื• ืฉื›ืœ ืื—ื“ ื‘ื‘ื™ืชื• ืขื ื”ืžื—ืฉื‘ ืฉืœื•?
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spacebar
spacebar@etammarhamelhยท
@TheSharkLady ื™ืฉ ืœืš ืื•ืœื™ ื”ืžืœืฆื•ืช ืœืžืฉื—ืงื™ื ืขื ื—ื‘ืจื™ื? ืžืฉื”ื• ืขื ืžืœื ืชื•ื›ืŸ ืื‘ืœ ืœื ื ื’ื“ ืฉื—ืงื ื™ื ืื—ืจื™ื
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Revital Salomon
Revital Salomon@TheSharkLadyยท
ืกื™ืงืจื ืชื ืื•ืชื™ ืขื ื”ืชื’ื•ื‘ื•ืช ืœืฉืจืฉื•ืจ ืฉืขื•ืช ื”ื’ื™ื™ืžื™ื ื’ ืฉืœื™, ืื– ื™ืืœืœื” ื”ืคืขืœื”! ื’ื™ื™ืžืจื™ื, ืœืฆืืช ืžื”ืืจื•ืŸ! ืžื” ื”ืžืฉื—ืง ืขื ื”ื›ื™ ื”ืจื‘ื” ืฉืขื•ืช ืฉื™ืฉ ืœื›ื ื‘-Steam ื•ื›ืžื” ืฉืขื•ืช ื™ืฉ ืœื›ื ืขืœื™ื•? ืฆืจืคื• ืชืžื•ื ื”, ืชื ื• ื”ืกื‘ืจ ืœืžื” ื–ื” ื”ืžืฉื—ืง ื”ื›ื™ ืื”ื•ื‘ ืขืœื™ื›ื ื•ืฉืื• ืจืืฉ ื‘ื’ืื•ืŸ!
Revital Salomon tweet media
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Boris Cherkasky
Boris Cherkasky@cherkaskybยท
ื‘ืจื’ืข ืฉื”ื‘ื ืชื™ ืžื” ืงื•ืจื” ืคื” - ืฉืœื—ืชื™ ื”ื•ื“ืขื” ืœ @nukemberg . ื›ื™ ื–ื” ืœื™ื˜ืจืœื™ ืžื” ืฉื”ื•ื ืžื“ื‘ืจ ืขืœื™ื• ื›ื‘ืจ ืฉื ื™ื. ืœืขืฉื•ืช resource management ื• capacity planning ื–ื” ื—ืฉื•ื‘. ืžืžืœื™ืฅ ื‘ื—ื•ื ืœืฉืžื•ืข ืืช ื”ื”ืจืฆืื” ืž @DevOpsDaysTLV ื”ืื—ืจื•ืŸ. youtube.com/watch?v=QrlXEUโ€ฆ ื–ื” ืฉื”ืคื•ื“ ืฉืœื›ื ื”ื’ื™ืข ืœืœื™ืžื™ื˜ ื–ื” ืœื ื‘ืื’-ื–ื” ืคื™ืฆืณืจ! ืกื•ืฃโœ…
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Boris Cherkasky
Boris Cherkasky@cherkaskybยท
ืœืื•ืจ ื‘ืงืฉืช ื”ืงื”ืœ, ื•ื”ื‘ื™ืœื“ืืค ืฉืขืฉื™ืชื™ ืคื” - deep dive ืขืœ ื“ืœื™ืคืช ื”ื–ื›ืจื•ืŸ ืฉื’ืžืจื” ืœื™ ืืช ื”ื‘ืจื™ืื•ืช ื‘ืฉื‘ื•ืขื•ืช ื”ืื—ืจื•ื ื™ื. ื–ื” ื”ื•ืœืš ืœื”ื™ื•ืช ื˜ื›ื ื™, ืขืžื•ืง, ื•ืœื - ื” llm ืœื ื”ื‘ื™ืŸ ืžื” ื”ื‘ืขื™ื” ืœื‘ื“ - ืื‘ืœ ื”ื•ื ืขื–ืจ ื”ืžื•ืŸ. ื‘ืชืžื•ื ื” - ื” "memory leak" ื”ืžื“ื•ื‘ืจ (ืžื™ืฉื”ื• ืœื ื—ืฉ ืžืชื™ ืขืฉื™ืชื™ deploy ืœ refactor ืขื ืง). ๐Ÿงต>>
Boris Cherkasky tweet media
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Opher Vishnia
Opher Vishnia@Ophervยท
@_bondit_ ืื‘ืœ ืื– ืื™ืš ืžืขื‘ื™ืจื™ื ืื•ืชื ืžื”ืฉื™ื ื ื™ืช ืœืžื™ื˜ื”?
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Netta
Netta@_bondit_ยท
ืื ื™ ืœื ืžืืžื™ื ื” ืฉืขื“ ืขื›ืฉื™ื• ืœื ื™ื“ืขืชื™ ืฉืืคืฉืจ ืœืขืฉื•ืช ื”ืจื“ืžื” ืืฆืœ ื”ืฉื™ื ื ื™ืช๐Ÿ˜ฉ๐Ÿ˜ฉ๐Ÿ˜ฉ๐Ÿ˜ฉ
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Opher Vishnia retweetledi
Markov
Markov@MarkovMagnificoยท
how my codebase written entirely with claude code runs
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Opher Vishnia
Opher Vishnia@Ophervยท
@shaysegal ืœื‘ื ื•ืช, ืœืขืฆื‘, ืœื™ืฆื•ืจ ื™ืฉ ืžืื™ืŸ ื–ื” ื‘ืขืœ ืขืจืš, ื–ื” ืžืืชื’ืจ, ื–ื” ืžืœืžื“, ื–ื” ื‘ื•ื ื”, ื–ื” ื›ื™ืฃ. ืœืžื” ืงื•ืžื™ื˜ื™ื ืžืฉืœื•ืฉ ืœืคื ื•ืช ื‘ื•ืงืจ? ื›ื™ ื”ื™ื” ืœืš ื“ืจื™ื™ื‘ ื•ืคืฉืŸ ื•ื”ืœื›ืช ืื—ืจื™ื”ื ื•ื–ื” ื›ืฉืœืขืฆืžื• ืžื˜ืจื” ืจืื•ื™ื” ื’ื ืื ื–ื” ืœื ืžืกืชื›ื ื‘ืืงื–ื™ื˜. (ื•ื—ื•ืฅ ืžื–ื” ื”ืกืคื™ื™ืก ืขื ืงื™. ื™ืฉ ืžืงื•ื ืœื™ื•ืชืจ ืžื›ืžื” ืฉื—ืงื ื™ื) ืื ื™ ืจื•ืื” ืืช ื–ื” ื‘ืชื•ืจ ื”ืฆืœื—ื” ืขืฆื•ืžื” ืœื ื›ืฉืœื•ืŸ!
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Shay Segal
Shay Segal@shaysegalยท
(ืกื™ืคื•ืจ ืขืœ ื”ื—ืžืฆื”, ื›ื™ืฉืœื•ืŸ ื•ืœืงื— ืœื›ืœ ืžื™ ืฉื—ื•ืœื ืœื‘ื ื•ืช ืžืฉื”ื•): ื‘ื—ื•ืคืฉืช ื”ืœื™ื“ื” ื‘ื ื™ืชื™ ืžืขืจื›ืช ืฉืœืžื”. ืœื ืชื›ื ื ืชื™ ืืช ื–ื”. ืคืชื—ืชื™ ืืช ื”ืœืคื˜ื•ืค ื™ื•ื ืื—ื“ ื•ืœื ืกื’ืจืชื™ ืื•ืชื• ืฉืœื•ืฉื” ื—ื•ื“ืฉื™ื. ื–ื” ื”ืชื—ื™ืœ ืžืจืขื™ื•ืŸ ืฉื ืชืงืข ืœื™ ื‘ืจืืฉ: ืื™ืš ื™ื›ื•ืœ ืœื”ื™ื•ืช ืฉื™ืฉ ืขื“ื™ื™ืŸ ืชื”ื•ื ื‘ื™ืŸ ื”ืขื™ืฆื•ื‘ ืœืงื•ื“.
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Adriano Reis ๐ŸŒฑ
Adriano Reis ๐ŸŒฑ@adrianoreisยท
I may have created the best image sequence player in @framer that can be positioned sticky and the parent container controls how long the image sequence plays for. Took me over a week to get it to work well and it can work with uploaded images or Image URLs from a CDN(best option!) It's suuuper smooth ๐Ÿงˆ ๐ŸคŒ For a new Eko landing page
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Opher Vishnia
Opher Vishnia@Ophervยท
@shaiyallin @rotempe4 ื›ื”ื” ืžืชื—ืžื ื™ื•ืชืจ ื‘ืฉืžืฉ
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Shai Yallin
Shai Yallin@shaiyallinยท
@rotempe4 ื”ื“ื‘ืจ ื”ื™ื—ื™ื“ ืฉืœื ื—ืฉื•ื‘ ื–ื” ื”ืฆื‘ืข. ืœื’ื‘ื™ ื”ื™ืชืจ, M4 Pro ืขื ืœืคื—ื•ืช 48 ื’ื™ื’ื” ืจืื ื•ืœืคื—ื•ืช ื˜ืจื” ืื—ืกื•ืŸ.
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Rotem Perets
Rotem Perets@rotempe4ยท
ืื ื™ ื”ื•ืœืš ืœืงื ื•ืช ืžืง ื—ื“ืฉ, ืขืœ ืžื” ืœื ื”ื™ื™ืชื ืžืชืคืฉืจื™ื?
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Shai Yallin
Shai Yallin@shaiyallinยท
ืœื ืžื’ื“ืœ ื•ืœื ื‘ืฆื”ืœื”
Shai Yallin tweet mediaShai Yallin tweet media
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Opher Vishnia
Opher Vishnia@Ophervยท
@ruthlessrousso ื›ืœ ื”ื›ื‘ื•ื“! ืื™ื–ื” ื˜ื™ื™ืžืœื™ื™ืŸ ื™ืฉ ื”ื™ื•ื ๐Ÿ˜… ื”ืฉืœื‘ ื”ื‘ื @barzik ื›ื•ืชื‘ ืขืœ ื’ื™ืฉื” ืœื ืชื•ื ื™ ืžืฉืจื“ ื”ืคื ื™ื ื‘ืืžืฆืขื•ืช ื›ืœื™ ื”ืคืจื™ืฆื” ืกื•ื˜ืื–'
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Ruthie Rousso ืจื•ืชื™ ืจื•ืกื•
ื”ืชื—ืœืชื™ ืœื”ืฉืชืžืฉ ื‘ื’ืณืžื™ื ื™ื™ ืœืžื™ืœื™ื•ืŸ ืžืฉื™ืžื•ืช ืฉื‘ื”ืŸ ื”ื•ื ื ื•ืชืŸ ืœื™ ืงื•ื“ ืคื™ื™ืชื•ืŸ ื•ืžื™ื™ืฆืจ ืœื™ ื“ื‘ืจื™ื ืฉื”ื™ื• ืœื•ืงื—ื™ื ืœื™ ืฉืขื•ืช. ืฉืจื˜ื•ื˜ ื”ื ื“ืกื™ ืœืงื™ืจ ื’ื‘ืก ืขื ื”ื“ืœืช ื”ืžื“ืจื’ื” ื”ื ื™ืฆื‘ื™ื ื›ืชื‘ ื›ืžื•ื™ื•ืช, ืฉืงื•ืคื™ื•ืช ืžืขื•ืฆื‘ื•ืช ืœืžืฆื’ืช, ืžืกืžื›ื™ื ืžืงืฆื•ืขื™ื™ื. ืื ื™ ืžื‘ื™ื ื” ืฉื–ื” ื‘ื™ื™ืกื™ืง ื‘ืชื›ื ื•ืช ืื‘ืœ ืœืคื ื™ ืฉืœื•ืฉื” ื™ืžื™ื ื‘ื“ืงืชื™ ืื™ืš ืžืื™ื™ืชื™ื ืคื™ื™ืชื•ืŸ.
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Opher Vishnia
Opher Vishnia@Ophervยท
ื”ื™ื•ื ืžืจืฆื” ื‘ึพ@reactnext! ืื™ืš ืœื ืœื™ืจื•ืช ืœืขืฆืžืš ื‘ืจื’ืœ ื•ืœืฉืคืจ ืคืจืคื•ืจืžื ืก ื‘ืจื™ืืงื˜ ๐Ÿ”ซ๐Ÿฆถ ื‘ื•ื ื•ืก: ืฉื™ื—ืช ื–ื•ื ื‘ืœื™ื™ื‘ ืขื ื‘ืื˜ืžืŸ ๐Ÿฆ‡ #reactnext
Opher Vishnia tweet media
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Opher Vishnia
Opher Vishnia@Ophervยท
@ShayHDavidson @DarrenKorb ื”ืคืกืงื•ืœ ืฉืœ Transistor ืื—ื“ ื”ืื”ื•ื‘ื™ื ืขืœื™
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Shay Davidson
Shay Davidson@ShayHDavidsonยท
ืื ื™ ืžืžืฉ ืื•ื”ื‘ ืืช ื”ืคืกืงื•ืœ ืฉืœ ื”ืื“ืก2 ืžืชื‘ืจืจ @DarrenKorb
Shay Davidson tweet media
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Neal Agarwal
Neal Agarwal@nealagarwalยท
here's what I look like unwrapped
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Opher Vishnia
Opher Vishnia@Ophervยท
2. ื—ื™ื‘ื•ืจ ืœhud ื›ื“ื™ ืœืคืชื•ืจ ื‘ืขื™ื•ืช ื‘ืคืจื•ื“ืงืฉืŸ ื•ืœื”ื‘ื™ืŸ ืžื” ืœืขื–ืื–ืœ ื”ืฉืชื‘ืฉ ื‘ื‘ืงืื ื“ ืื• ืœืžื” ืžืฉื”ื• ืจืฅ ืœืื˜ 3. ื—ื™ื‘ื•ืจ ืœdb ืฉืžืืคืฉืจ ืœื™ ืœื—ืงื•ืจ ื“ืื˜ื”, ืœื™ื™ืขืœ ืฉืื™ืœืชื•ืช, ืœืžืฆื•ื ืžืงืจื™ ืงืฆื” ื•ืœื”ื™ื•ืช ื”ืจื‘ื” ื™ื•ืชืจ ืืคืงื˜ื™ื‘ื™ ื‘ืขื‘ื•ื“ื” ืขื ื”ื“ืื˜ื” ืขืฆืžื• 4. ื—ื™ื‘ื•ืจ ืœืคื™ื’ืžื” ืฉืžืžืฉ ืžื™ื™ืขืœ ืชืคื™ืจื” ืฉืœ UI ืงืฆื” ืœืงืฆื” (ืœื ืžื•ืฉืœื, ืื‘ืœ ืžืžืฉ ื˜ื•ื‘ ื‘ืœืชืช ืงื•ื ื˜ืงืกื˜ ืœื“ื–ื™ื™ืŸ ืกื™ืกื˜ื)
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Opher Vishnia
Opher Vishnia@Ophervยท
@_orcaman ืงืคื™ืฆืช ืžื“ืจื’ื” ืžืฉืžืขื•ืชื™ืช ืฉืฉื™ื ืชื” ืœื™ ืืช ื”ื—ื™ื™ื ื‘ืขื‘ื•ื“ื” ืขื ai ื–ื” ื”ื™ื›ื•ืœืช ืœื”ืชืžืžืฉืง ืขื mcp, ืฉื”ื•ืจื™ื“ื” ื‘ืื•ืคืŸ ืžืฉืžืขื•ืชื™ ืืช ื”ืคืจื™ืงืฉืŸ ื‘ื™ื›ื•ืœืช ืฉืœ ื”ืื™ื™ื’'ื ื˜ ืœื“ื‘ืจ ืขื ืžืงื•ืจื•ืช ืžื™ื“ืข ืื—ืจื™ื. ื“ื•ื’ืžืื•ืช ืžื”ื™ื•ื ื™ื•ื ืฉืœื™ 1. ื—ื™ื‘ื•ืจ ืœdevtools ืฉืœ ื›ืจื•ื, ืฉืžืืคืฉืจ ืœืื™ื™ื’'ื ื˜ "ืœืจืื•ืช" ืืช ื”ืขืžื•ื“ ื‘ื“ืคื“ืคืŸ ืœื”ืจื™ืฅ ืงื•ื“ ื•ืœืงืจื•ื ืืช ื”ืงื•ื ืกื•ืœ 2.
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Or Hiltch
Or Hiltch@_orcamanยท
ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืœืฉื‘ืช: ืžืฆื‘ ื”ืงื™ื“ื•ื“ ืขื AI ื‘ืขื•ืœื ื”ืชื™ื›ื ื•ืช ื”ืžืงืฆื•ืขื™ (ืื•: ืืฆืœื ื• ืžืฉืชืžืฉื™ื ื‘-IDE ื›ื“ื™ ืœื›ืชื•ื‘ ืงื•ื“ ื™ื•ื ื›ืŸ ื™ื•ื ืœื - ื”ื™ื•ื ืœื). ืขื ื›ืœ ื”ื‘ืื– ื•ื”ื”ื™ื™ืค ืกื‘ื™ื‘ AI ืฉื›ื•ืœื ื• ื ื—ืฉืคื™ื ืืœื™ื• ื—ื“ืฉื•ืช ืœื‘ืงืจื™ื (ื•ืœืจื•ื‘ ื›ืžื” ืคืขืžื™ื ื‘ื™ื•ื), ื”ื”ืชื™ื™ืขืœื•ืช ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื™ื›ื•ืœื” ืœื™ื™ืฆืจ, ื”ื˜ืจื™ืœื™ื•ื ื™ื ืฉื–ื•ืจืžื™ื ืœืฉื•ืง ื”ื–ื” ื•ื”ื›ืœ, ื™ืฉ ืจืง ืฉื ื™ use cases ืฉืืคืฉืจ ืœื”ื’ื™ื“ ืขืœื™ื”ื ืฉืฉื™ื ื• ืกื“ืจื™ ืขื•ืœื: ืžืžืฉืงื™ ืฆืณืื˜ (ื›ืžื• ChatGPT) ื•-Coding agents. ืกื•ื›ื ื™ ืงื™ื“ื•ื“ (AI Coding agents) ื”ืฆืœื™ื—ื• ืœื—ื“ื•ืจ ืœืžื” ืฉืžืชืงืจื‘ ืœ-100% ืžื”ืฉื•ืง. ืœื ืื™ืžื•ืฅ ื—ืœืงื™ ืื• ื’ื“ื•ืœ, ืžืžืฉ ื”ื›ืœ, ืœืžืขื˜ ื ื™ืฉื•ืช ืกืคืฆื™ืคื™ื•ืช. ื”ื ื›ืžื•ื‘ืŸ ื’ื ื”ื’ื“ื™ืœื• ืžืื•ื“ ืืช ื”ืฉื•ืง (ืจื‘ื™ื ืžื”ืžืฉืชืžืฉื™ื ื”ื ืื ืฉื™ื ืœืœื ืจืงืข ืžืงืฆื•ืขื™ ื‘ืชื™ื›ื ื•ืช), ืื‘ืœ ื”ื™ื•ื ื ืชืžืงื“ ื‘ื™ื•ื– ืงื™ื™ืก ื”ืžืงืฆื•ืขื™ ื“ื•ื•ืงื. ื›ื“ื™ ืœื”ื‘ื™ืŸ ืืช ืกื“ืจื™ ื”ื’ื•ื“ืœ: ืงืจืกืจ, ืกื˜ืืจื˜ืืค ื”ืคื•ืกื˜ืจ ืฆืณื™ื™ืœื“ ืฉืœ ืกื•ื›ื ื™ ื”ืงื™ื“ื•ื“, ืฉื”ืฉื™ืง ืžื•ืฆืจ ืจืืฉื•ืŸ ืœืคื ื™ ืฉื ืชื™ื™ื, ื ืžืฆื ื›ืจื’ืข ืขืœ ืงืฆื‘ ื”ื›ื ืกื•ืช ืฉื ืชื™ื•ืช ืฉืœ ื™ื•ืชืจ ืžื—ืฆื™ ืžื™ืœื™ืืจื“ ื“ื•ืœืจ. ืฉื•ื•ื™ ื”ื—ื‘ืจื” ื˜ื™ืคืก ืžืืคืก ืœ~10 ืžื™ืœื™ืืจื“ ื“ื•ืœืจ ื‘ืชืงื•ืคื” ื”ื–ื•. ื•ื›ืœ ื–ื”, ืžื‘ืœื™ ืฉื™ืฉ ืœืงืจืกืจ ื‘ื›ืœืœ ืžื•ื“ืœ AI ืžืฉืœ ืขืฆืžื (ืžื” ืฉื”ืฉืชื ื” ืœืคื ื™ ืฉื‘ื•ืข) - ื”ื›ืœ ื‘ื”ื ื“ืกืช ื”ืชื•ื›ื ื” ืžืกื‘ื™ื‘ ื•ื—ื•ื•ื™ืช ืžืฉืชืžืฉ, ื‘ื–ืžืŸ ืฉืžื•ืฆืจ ืžืชื—ืจื” ืฉืœ ืžื™ืงืจื•ืกื•ืคื˜ ื›ื‘ืจ ื‘ืฉื•ืง. ื›ื“ื™ ืœืขืฉื•ืช ืกื“ืจ ื‘ืžื” ืฉืงื•ืจื” ื‘ืขื•ืœื ื”ื–ื”, ืฉื™ืžื•ืฉื™ ืœื“ื‘ืจ ื‘ืžื•ื ื—ื™ื ืฉืœ ืฆื™ืจ ื”ื–ืžืŸ ืฉืœ ื”ืื™ืจื•ืขื™ื ื”ื’ื“ื•ืœื™ื: ******** 2022: ื–ื” ืžืชื—ื™ืœ ืขื ื”-AI Copilots ******** ื’ื™ื˜ื”ืื‘ (ืื•ืœื™ ื”ื—ื‘ืจื” ื”ื™ื—ื™ื“ื” ืฉืžื™ืงืจื•ืกื•ืคื˜ ืงื ืชื” ืฉื”ืžื•ืชื’ ืฉืœื• ืœื ื”ื•ืฉืžื“) ืžื•ืฆื™ืื™ื ืืช ื”ื’ื™ืจืกืื•ืช ื”ืจืืฉื•ื ื•ืช ืฉืœ Copilot ื•ืžื”ืžืžื™ื ืืช ื”ืขื•ืœื. ืขื•ื“ ืœืคื ื™ ื”ืฉื—ืจื•ืจ ืฉืœ ChatGPT, ื ื—ืชื” ืืฆืœ ื”ืžืคืชื—ื™ื ื”ืืคืฉืจื•ืช ืœืงื‘ืœ ื”ืฉืœืžื” ืื•ื˜ื•ืžื˜ื™ืช ืžืกื•ื’ ื—ื“ืฉ ื‘ืชื•ืš ืกื‘ื™ื‘ืช ื”ืคื™ืชื•ื— ืฉืœื”ื (ื”-IDE). ื‘ืžืงื•ื ื”ืฉืœืžื” ืื•ื˜ื•ืžื˜ื™ืช ืคืฉื•ื˜ื” (ืืชื” ืžืชื—ื™ืœ ืœื›ืชื•ื‘ ืืช ื”ืฉื ืฉืœ ื”ืคื•ื ืงืฆื™ื” ื•ื”-IDE ืžืฉืœื™ื ืœืš ืื•ืชื”), ืงื™ื‘ืœื ื• ChatGPT ื‘ืชื•ืš ื”ืกื‘ื™ื‘ื”. ื›ืฉื”ืžืคืชื— ืžืชื—ื™ืœ ืœื”ืงืœื™ื“ ืคื•ื ืงืฆื™ื”, ื”ื•ื ืœื ืžืกืคื™ืง ืœืกื™ื™ื ืœื›ืชื•ื‘ ืืช ืฉื ื”ืคื•ื ืงืฆื™ื”/ืžื” ื”ื™ื ืขื•ืฉื” ("function read_excel_fileืด) ื•ื‘ื•ื - ื‘ืœื—ื™ืฆื” ืขืœ ื˜ืื‘ ื›ืœ ื”ืงื•ื“ ื ื›ืชื‘ ื‘ืฉื‘ื™ืœื• ื•ืžื•ื–ืจืง ืœืชื•ืš ื”ื“ืฃ. ื–ื” ืœื ืขื•ื‘ื“ ืžื•ืฉืœื, ืื‘ืœ ื–ื” ืžืืคืฉืจ ื‘ืื•ืคืŸ ืžื™ื™ื“ื™ ืœื”ืืฆื™ืœ ืžืฉื™ืžื•ืช ืงื™ื“ื•ื“ ืคืฉื•ื˜ื•ืช ื•ืขื‘ื•ื“ื” ืฉื—ื•ืจื” ืœ-AI (ื‘ืขื™ืงืจ ื“ื‘ืจื™ื ื›ืžื• ื”ืžืจื” ื‘ื™ืŸ ืคื•ืจืžื˜ื™ื ื•ื“ื‘ืจื™ื ื›ืืœื”). ืื ืงื“ื•ื˜ืœื™ืช, ื‘ืฉืœื‘ ื”ื–ื”, ืื ื™ ื›ื‘ืจ ื”ืจื’ืฉืชื™ ืฉืื ื™ ื›ื•ืชื‘ ืงื•ื“ ื‘ืขืจืš ื‘-20% ื™ื•ืชืจ ืžื”ืจ. ******** 2024: ืขืœื™ืช ื”-agent mode ื•ืงืจืกืจ ******** 2023-2024: ืงืจืกืจ ืžื•ืฆื™ืื” ืžื•ืฆืจ. ื‘ื”ืชื—ืœื” ืžื“ื•ื‘ืจ ื‘ืกืชื ื’ื™ืจืกื” ืžืฉื•ืคืจืช ืฉืœ GitHub Copilot ื”ื ืดืœ ืžื‘ื—ื™ื ืช ื”ื—ื•ื•ื™ื” ื•ื”ืืคืฉืจื•ืช ืœื ืฆืœ ืžื•ื“ืœื™ ืฉืคื” ื›ืžื• ืงืœื•ื“, ืฉื”ื—ืœ ืžื’ื™ืจืกื” 3 ืฉืœื• ื”ืคืš ืœื”ื™ื•ืช ื—ื‘ื™ื‘ ื”ืžืคืชื—ื™ื, ื›ื‘ืจื™ืจืช ืžื—ื“ืœ. ืื‘ืœ ื”ืฉื•ืก ื”ื’ื“ื•ืœ ืฉื”ื‘ื™ื ืืช ืงืจืกืจ ืขื“ ื”ืœื•ื ื”ื™ื” ื”-agent mode. ื‘ื—ืœื•ืŸ ื”ืฆืณืื˜, ื‘ืžืงื•ื ืจืง ืœืฉืื•ืœ ืฉืืœื•ืช, ืืคืฉืจ ืœื‘ืงืฉ ืžื”-AI ืœืขืฉื•ืช ื“ื‘ืจื™ื. ื”ืžืคืชื— ืœืœื’ืจื•ื ืœื–ื” ืœืขื‘ื•ื“ ื”ื™ื” ืคืฉื•ื˜: ื—ื™ื‘ื•ืจ ื‘ื™ืŸ ื”ื˜ืจืžื™ื ืœ ืœื‘ื™ืŸ ื”ืฆืณืื˜. ืœืžื™ ืฉืคื—ื•ืช ื‘ืชื—ื•ื, ื”ื˜ืจืžื™ื ืœ ื–ื” ื”ืžืกืš ื”ืฉื—ื•ืจ ื”ื–ื” ืดืฉื ืจืื” ื›ืžื• ื“ื•ืกืด ื•ืžืืคืฉืจ ืœืขืฉื•ืช ื›ืžืขื˜ ื›ืœ ืžื” ืฉืžืขืจื›ืช ื”ื”ืคืขืœื” ื™ื›ื•ืœื” ืœืขืฉื•ืช ื‘ืคืงื•ื“ื•ืช. ืœืžื” ื–ื” ื”ื™ื” ื›ื–ื” game changer? ื›ื™ ืขื›ืฉื™ื• ื›ืฉืื ื™ ืžื‘ืงืฉ ืžื”-AI ืœื‘ืฆืข ืžืฉื™ืžื” ืžืกื•ื™ื™ืžืช, ื ืคืชื— ื‘ืคื ื™ื• ืขื•ืœื ืฉืœื ืฉืœ ื“ืจื›ื™ื ืœืขื–ื•ืจ ืœื™: - ืื—ืจื™ ืฉื”-AI ื›ืชื‘ ืงื•ื“, ื”ื•ื ื™ื›ื•ืœ ืœื”ืจื™ืฅ ืื•ืชื• (!!), ืœื‘ื—ื•ืŸ ืืช ื”ืชื•ืฆืื”, ื•ืื– ืœืœื›ืช ืœืชืงืŸ ืืช ืขืฆืžื•, ืขื“ ืฉื–ื” ืขื•ื‘ื“. - ืื ื”ื•ื ืจื•ืฆื” ืœื”ืฉืชืžืฉ ื‘ื—ื‘ื™ืœื” ืฉืœื ืžื•ืชืงื ืช ืœื™ ื‘ืคืจื•ื™ื™ืงื˜ ืื• ืืคื™ืœื• ืขืœ ื”ืžื—ืฉื‘ ื‘ื›ืœืœ, ื”ื•ื ื™ื›ื•ืœ ืœื”ืชืงื™ืŸ ืื•ืชื” ื‘ืขืฆืžื•, ื‘ืžืงื•ื ืœื”ื’ื™ื“ ืœื™ ืฉืื ื™ ืฆืจื™ืš ืœื”ืชืงื™ืŸ ืื•ืชื”. ื–ื” ืงื•ืจื” ื”ืžื•ืŸ ื‘ืงื•ื“. ื–ื” ืžืชื—ื‘ืจ ืœื ืงื•ื“ื” ื”ืจืืฉื•ื ื” (ื ื ื™ื— ืฉื”-AI ื˜ืขื” ื‘ื”ืชื—ืœื” ืขื ื”ืงื•ื“ ืฉื”ื•ื ื›ืชื‘ ื•ืฉื›ื— ืœื™ื™ื‘ื ืื™ื–ื• ื—ื‘ื™ืœื”, ืื—ืจื™ ืฉื”ืจื™ืฆื” ืชื™ื›ืฉืœ ืขื ื”ืฉื’ื™ืื”, ื”ื•ื ื™ื‘ื™ืŸ ืฉื”ื—ื‘ื™ืœื” ื—ืกืจื”, ื™ืชืงื™ืŸ ืื•ืชื”, ื•ื™ื ืกื” ืฉื•ื‘). - ืื ื”ื•ื ืฆืจื™ืš ืœื”ืขืชื™ืง ื“ื‘ืจื™ื ืื• ืœืขืฉื•ืช ืคืขื•ืœืช ืงื‘ืฆื™ื ืื—ืจืช, ื”ื•ื ื™ื›ื•ืœ ืœื”ืจื™ืฅ ืืช ื”ืคืงื•ื“ื” ื‘ื˜ืจืžื™ื ืœ ื•ื–ื” ื™ืงืจื” ื‘ื›ืžื” ืžื™ืœื™-ืฉื ื™ื•ืช, ื‘ืžืงื•ื ืœื”ืขื‘ื™ืจ ืืช ื”ืชื›ื ื™ื ื“ืจืš AI ืกืชื (ืžื” ืฉื™ื›ื•ืœ ืœืงื—ืช ื“ืงื•ืช) - ืื ื‘ื™ืงืฉืชื™ ืžื”-AI ืœื‘ืฆืข ืคืขื•ืœื” ื›ืžื• ืœื˜ืขื•ืŸ ื“ื˜ื” ืœืื™ื–ื” DB ื‘ืขื ืŸ - ื”ื•ื ื™ื›ื•ืœ ืคืชืื•ื ืœื ืฆืœ ื›ืœื™ื ืงื™ื™ืžื™ื ืฉืขื•ืฉื™ื ื–ืืช (ืœืžืฉืœ, ื”-CLI - ืžืžืฉืง ื”ื˜ืจืžื™ื ืœ - ืฉืœ ืกืคืงื™ืช ื”ืขื ืŸ). - ื•ืขื•ื“ ื•ืขื•ื“ ืื™ืŸ ืกืคืง ืฉื”-agent mode ื”ื™ื” ืดืจื’ืข ื”ื•ื•ืื•ืด ื”ืจืืฉื•ืŸ ืฉืœ ืจื•ื‘ ื”ืžืคืชื—ื™ื. ืžื”ืจื’ืข ืฉื”ื•ื ื”ื•ืฉืง, ื”ื“ืจืš ืœื”ืฉืชืœื˜ื•ืช ืขืœ ื”ืฉื•ืง ื‘ื™ื“ื™ ืงืจืกืจ ื”ื™ืชื” ืงืฆืจื”. ืžืชื—ืจื™ื ื ื™ืกื• ืœื”ื“ื‘ื™ืง ืืช ื”ืคืขืจ ื•ื ื›ืฉืœื• ืžืื–, ื‘ื™ืŸ ื”ืฉืืจ ื›ื™ ื”ืขื•ืœื ืžืžืฉื™ืš ืœืจื•ืฅ ื•ืงืฉื” ืœืกื’ื•ืจ ืคืขืจื™ื (ื‘ืฉืœื‘ ื”ื–ื”). ******** ืคื‘ื•ืืจ 2025: ืงืœื•ื“ ืงื•ื“ ื•ืžืžืฉืงื™ ื”-CLI ******** ื‘ื˜ื•ื•ื™ื˜ืก ืœื ืฆืคื•ื™, ืื ืชืจื•ืคื™ืง, ื”ื—ื‘ืจื” ืžืื—ื•ืจื™ ืžื•ื“ืœื™ ื”ืงื™ื“ื•ื“ ื”ืคื•ืคื•ืœืจื™ื™ื ื‘ื™ื•ืชืจ ื‘ืขื•ืœื, ืžื•ืฆื™ืื” ืžื•ืฆืจ ืฉื‘ื”ืชื—ืœื” ื ืจืื” ืงืฆืช ืขื•ืฃ ืžื•ื–ืจ: Claude code. ืžื” ืžื•ื–ืจ ื‘ื•? ืžื“ื•ื‘ืจ ื‘-coding agent ื“ื•ืžื” ืœืงืจืกืจ. ืื‘ืœ ื‘ืžืงื•ื ืœื”ืฉืชืžืฉ ื‘ื• ื“ืจืš ื”-IDE - ืกื‘ื™ื‘ืช ื”ืคื™ืชื•ื— ื”ื’ืจืืคื™ืช - ื”ื•ื ืขื•ื‘ื“ ื™ืฉื™ืจื•ืช ื‘ื˜ืจืžื™ื ืœ. ื”ื—ืฉื™ื‘ื” ื”ืžื•ืฆืจื™ืช ืžืื—ื•ืจื™ ื”ื”ื—ืœื˜ื” ื”ื™ื: ืื ื’ื ื›ื›ื” ื”ื›ืœ ืงื•ืจื” ื‘ื˜ืจืžื™ื ืœ ื›ืžื• ืฉืกื™ื›ืžื ื• ื‘ื“ื™ื‘ื•ืจ ืขืœ agent mode ืฉืœ ืงืจืกืจ, ื•ืžืคืชื—ื™ื ืื•ื”ื‘ื™ื ืืช ื”ื˜ืจืžื™ื ืœ (ืžื™ ื™ื•ืชืจ, ืžื™ ืคื—ื•ืช), ืœื ืฆืจื™ืš ื‘ื›ืœืœ IDE. ื‘ื•ื ื ื™ืชืŸ ืœืžื•ื“ืœ ืœืจื•ืฅ ืขืœ ื”ืงื‘ืฆื™ื, ืœืขืจื•ืš ืื•ืชื, ืœื”ืจื™ืฅ ืคืงื•ื“ื•ืช ื•ืœื‘ืฆืข ืฉื™ื ื•ื™ื™ื, ื”ื›ืœ ื‘ืœื™ ืžืžืฉืง ื’ืจืืคื™ ืขืฉื™ืจ ื•ืงืœืืกื™ ืฉืœ IDE. ืžื™ ืฉืจื•ืฆื” - ื™ื›ื•ืœ ืœืคืชื•ื— ื‘ืžืงื‘ื™ืœ ืืช ื”-IDE ืฉืœื• ื•ืœืฉืœื‘ ื‘ื• ืืช ืงืœื•ื“ ืงื•ื“ - ื•ืœืฆืคื•ืช ื‘ืฉื™ื ื•ื™ื™ื ืžืฉื. ืงืœื•ื“ ืงื•ื“ ื›ื‘ืฉ ื—ืœืง ื’ื“ื•ืœ ืžืขื•ืœื ื”ืคื™ืชื•ื— ื‘ืกืขืจื”, ื•ื”ืžื•ืŸ ืžืคืชื—ื™ื ืขื–ื‘ื• ืืช ืงืจืกืจ ืœื˜ื•ื‘ืชื•. ื–ื” ืงืจื” ื‘ืฉื•ืจื” ื”ืชื—ืชื•ื ื” ื›ื™ ื”ื•ื ืกื™ืคืง ืชื•ืฆืจื™ื ื‘ืื™ื›ื•ืช ื˜ื•ื‘ื” ื™ื•ืชืจ ื‘ืžื—ื™ืจื™ื ื˜ื•ื‘ื™ื ื™ื•ืชืจ: - ืื ืชืจื•ืคื™ืง ื”ื ื”ื‘ืขืœื™ื ืฉืœ ื”ืžื•ื“ืœ, ื•ืœื›ืŸ ื™ื›ื•ืœื™ื ืœื”ืฆื™ืข ืœืžืฉืชืžืฉื™ื ืฉื™ืžื•ืฉ ื–ื•ืœ ื™ื•ืชืจ ื‘ื›ืœ ืžื™ื ื™ ืฆื•ืจื•ืช - ื”ืกื•ื›ืŸ ืขืฆืžื• - ื‘ื’ื“ื•ืœ ื”ื ื“ืกืช ืชื•ื›ื ื” ืกื‘ื™ื‘ ื”ืงื‘ืฆื™ื ืฉืœ ืคืจื•ื™ื™ืงื˜ ื”ืงื•ื“ ืฉืืชื ืขื•ื‘ื“ื™ื ืขืœื™ื”ื - ื”ื™ื” ืฉื•ื ื” ืžื–ื” ืฉืœ ืงืจืกืจ, ื•ืœื“ืขืช ื”ืจื‘ื” ืื ืฉื™ื ื”ืจื‘ื” ื™ื•ืชืจ ืžื•ืฆืœื—. ืขื“ ืืžืฆืข 2025, ืืคืฉืจ ืœื”ื’ื™ื“ ืฉืงืœื•ื“ ืงื•ื“ ื‘ื™ืกืก ืืช ืขืฆืžื• ืœืฆื“ ืงืจืกืจ ื›ืื—ืช ืžืฉืชื™ ื”ืื•ืคืฆื™ื•ืช ื”ื“ื•ืžื™ื ื ื˜ื™ื•ืช ืœืงื™ื“ื•ื“ ืขื AI. ืื‘ืœ OpenAI ืœื ื”ืชื›ื•ื•ื ื” ืœืฉื‘ืช ื•ืœืฆืคื•ืช ื‘ืกื™ืคื•ืจ ื”ื–ื” ืžื”ืฆื“... ******** ืืžืฆืข 2025: ืขืœื™ืช ืกื•ื›ื ื™ ื”ืงื™ื“ื•ื“ ื”ืžืจื•ื—ืงื™ื ******** ื‘ืžืื™ 2025, ื‘-OpenAI ื”ื—ืœื™ื˜ื• ืœื”ืฆื™ื’ ื’ื™ืฉื” ื—ื“ืฉื” ืฉื‘ื”ืชื—ืœื” ื ืจืืชื” ืงืฆืช ืžื•ื–ืจื” ื•ื—ืกืจืช ืกื™ื›ื•ื™, ืื‘ืœ ืžื”ืจ ืžืื•ื“ ื”ืชื‘ืจืจื” ื›ืžื”ืคื›ื ื™ืช. ืื ื”ืชื—ืœื ื• ืืช ื”ืžืกืข ื‘ื–ื” ืฉื”-AI ืžืฉื•ืœื‘ ื‘ืชื•ืš ืกื‘ื™ื‘ืช ื”ืคื™ืชื•ื— ื”ื’ืจืคื™ืช (ื”-IDE), ื•ื”ืžืฉื›ื ื• ืืœ ื›ืชื™ื‘ืช ืงื•ื“ ื“ืจืš ื”-CLI ืื• ืฉื™ืœื•ื‘ ืฉืœื• ื‘ืชื•ืš ื”-IDE, ื‘-Codex, ื”ืžื•ืฆืจ ื”ื—ื“ืฉ ืฉืœ ืกืื ืืœื˜ืžืŸ, ืœื ืฆืจื™ืš ืื•ืชื ื‘ื›ืœืœ (ืืคืฉืจ ืœื”ืฉืชืžืฉ ื‘ื”ื, ืื‘ืœ ืœื ื—ื™ื™ื‘ื™ื). ื›ืœ ืžื” ืฉื”ืžืคืชื— ืฆืจื™ืš ื–ื” ืืชืจ ืฉื ืจืื” ื›ืžื• Google/ChatGPT, ืžืื•ื“ ืžื™ื ื™ืžืœื™ืกื˜ื™, ื‘ื• ื”ืžืคืชื— ืžื—ื‘ืจ ืคืจื•ื™ื™ืงื˜ (ื‘ื“ืจืš ื”ื›ื™ ื ืคื•ืฆื” - repository ืฉืœ ืงื•ื“ ืž-github), ื•ืื•ืžืจ ืœ-AI ืžื” ื”ื•ื ืœืขืฉื•ืช. ื”-AI ืžื™ื™ืฆืจ agent ื‘ืขื ืŸ ืฉืœ OpenAI ื•ืื•ืžืจ ืœืžืคืชื— ืฉืœื•ื. ื”-Agent ื”ื•ืœืš ืœืขื‘ื•ื“ื”, ื•ื”ืžืคืชื— ื”ื•ืœืš ืœื”ื›ื™ืŸ ืงืคื”. ืื• ื™ื•ืชืจ ื˜ื•ื‘: ื”ืžืคืชื— ืฉื•ืœื— ืืช ื”-agent ืœืขืฉื•ืช ืžืฉื™ืžื” ืื—ืช, ื•ื‘ืžืงื‘ื™ืœ ื—ื•ื–ืจ ืœืžืกืš ื”ืจืืฉื™ ื•ืžื‘ืงืฉ ืžื”-AI ืœืคืชื— ืขื•ื“ 10 ืžืฉื™ืžื•ืช. ื›ืœ 10 ื”ืžืฉื™ืžื•ืช ืจืฆื•ืช ื‘ืžืงื‘ื™ืœ, ื›ืœ ืื—ืช ื‘ืกื‘ื™ื‘ื” ืžื•ื‘ื“ื“ืช ืžืฉืœื”. ื›ืœ ืื—ื“ ื™ื›ื•ืœื” ืœืจื•ืฅ ื’ื ืฉืขื” ืื ืฆืจื™ืš, ื•ื–ื” ืœื ืžืฉื ื”, ื›ื™ ื–ื” ืœื ืจืฅ ืขืœ ื”ืžื—ืฉื‘ ืฉืœ ื”ืžืคืชื— - ื–ื” ืœื ื—ื•ืกื ืืช ื”ืขื‘ื•ื“ื”. ื›ืฉื”ืกื•ื›ืŸ ืžืกื™ื™ื ืืช ื”ืขื‘ื•ื“ื”, ื”ื•ื ืžื™ื™ืฆืจ Pull request - ื”ืฉื•ื•ืื” ืžืกื•ื“ืจืช ืฉืœ ื”ืฉื™ื ื•ื™ื™ื ืฉื”ื•ื ืžืฆื™ืข ืœืขืฉื•ืช ื‘ืงื•ื“ ื”ืงื™ื™ื ืฉืืคืฉืจ ืœื”ื—ืœื™ื˜ ืื ืจื•ืฆื™ื ืœืžื–ื’ ืืœ ื”ืงื•ื“ ื”ืžืงื•ืจื™. ื™ื•ืชืจ ืžื–ื” - ื”-AI ื‘ืฆื•ืจื” ื ืคืจื“ืช ืขื•ืฉื” ื’ื code review ืœ-pull request ื”ื–ื” - ื•ืื ื”ื•ื ืžื•ืฆื ื‘ืื’ื™ื, ืืคืฉืจ ืœืฉืœื•ื— ืื•ืชื• ืœื”ืจื™ื ืขื•ื“ agent ื‘ืขื ืŸ, ื›ื“ื™ ืœืชืงืŸ ืืช ื”ื‘ืื’ื™ื ืฉื ืžืฆืื•, ื•ืœืขื“ื›ืŸ ืืช ื”-pull request. ื ืฉืžืข ื˜ื•ื‘, ื ื›ื•ืŸ? ื•ื‘ื›ืŸ ืจืขื™ื•ื ื™ืช - ื‘ื”ื—ืœื˜. ื‘ืคื•ืขืœ, ื–ื” ืœื ืขื‘ื“ ืžื“ื”ื™ื, ื‘ืขื™ืงืจ ื›ื™ ื”ืžื•ื“ืœ ืขืฆืžื• - codex ืฉืœ OpenAI, ืœื ื”ื™ื” ืžื“ื”ื™ื ื‘ื”ืฉื•ื•ืื” ืœืžื•ื“ืœื™ื ืฉืœ ืื ืชืจื•ืคื™ืง. ืœื ื”ืชืจื’ืฉืชื™. ******** ืกืคื˜ืžื‘ืจ 2025: ื›ืคืจื”, ืขื•ื‘ื“ื™ื ******** ื›ืœ ื–ื” ื”ืฉืชื ื” ื›ืฉ-OpenAI ืฉื™ื—ืจืจื• ืืช GPT 5 Codex - ื”ื’ื™ืจืกื” ื”ืื—ืจื•ื ื” ืฉืœ ืžื•ื“ืœ ื”ืงื•ื“ ืฉืœื”ื, ืฉืžื‘ื•ืกืกืช ืขืœ GPT 5. ืœืžื•ื“ืœ ื”ื–ื• ืชื›ื•ื ื” ืžืื•ื“ ืžืฉื•ื ื” - ื”ื•ื ืœื•ืงื— ืืช ื”ื–ืžืŸ. ืื ืขื“ ืขื›ืฉื™ื• ื”ืชืจื’ืœื ื• ืœืจืื•ืช ืกื•ื›ื ื™ื ื‘ืงืจืกืจ ืื• ืงืœื•ื“ ืงืœื•ื“ ื‘ืกืฉืŸ Live coding ืฉืขื•ื‘ื“ื™ื ื—ืฆื™ ื“ืงื”-ื“ืงื” ืžืงืกื™ืžื•ื, ืคืชืื•ื ื‘ืขื‘ื•ื“ื” ืขื gpt-5-codex, ื›ืœ ืžืฉื™ืžื” ืœื•ืงื—ืช ื›ืžื” ื“ืงื•ืช, ื•ื‘ืžืงืจื™ื ืจื‘ื™ื ื’ื ืจื‘ืข ืฉืขื”. ื›ืฉื–ื” ืงื•ืจื” ื“ืจืš ืงืจืกืจ, ื–ื” ืœื ืขื•ื‘ื“. ืื‘ืœ ื›ืฉื ื•ืชื ื™ื ืœืกื•ื›ืŸ ืฉืœ OpenAI ืขืฆืžื• ืœื‘ืฆืข ืืช ื–ื” - ื”-Codex CLI ืžื”ื˜ืจืžื™ื ืœ, ืžื™ื“ ืจื•ืื™ื ืืช ื”ื”ื‘ื“ืœ. ื•ื”ืชื•ืฆืจื™ื? ืœืœืงืง ืืช ื”ืืฆื‘ืขื•ืช. ื–ื• ื”ืคืขื ื”ืจืืฉื•ื ื” ื‘ื—ื™ื™ื ืฉื”ืจื’ืฉืชื™ ืฉื”-AI ืขื•ืฉื” ืžืฉื™ืžื•ืช ื‘ืจืžื” ืฉืœ ืžืคืชื— ืกื™ื ื™ื•ืจ, ื›ืžืขื˜ end to end. ืžืื—ืจ ื•ื–ื” ื›ืŸ ืœื•ืงื— ื–ืžืŸ, ืœื ื”ื’ื™ื•ื ื™ ืœื”ืจื™ืฅ ืืช ื–ื” ื“ืจืš ื”-IDE ืื• ื”ื˜ืจืžื™ื ืœ ืขื ื”-CLI. ื•ืคื” ื ื›ื ืก ืœืชืžื•ื ื” ืžืžืฉืง ื”ื•ื•ื‘ ืœืฉื™ื’ื•ืจ agents ื‘ืขื ืŸ - ืžื” ืฉื“ื™ื‘ืจื ื• ืขืœื™ื• ื‘ืกืงืฉืŸ ื”ืงื•ื“ื. ืื ืื ื™ ื™ื›ื•ืœ ืœืฉื’ืจ ืื™ื ืกื•ืฃ agents ืœืžืฉื™ืžื•ืช ืฉื•ื ื•ืช ื‘ืžืงื‘ื™ืœ ืžืขืœ ื”ืงื•ื“ื‘ื™ื™ืก, ืœื ืื›ืคืช ืœื™ ืฉื›ืœ ืื—ืช ืœื•ืงื—ืช ื”ืจื‘ื” ื–ืžืŸ. ื”ืขื™ืงืจ ืฉืื™ื›ื•ืช ื”ืชื•ืฆืจื™ื ื˜ื•ื‘ื”. ******** ื”ืกื˜ืืค ื”ื ื•ื›ื—ื™ ืฉืœื™ ******** ื‘ื’ืœืœ ืฉื–ื• ืฉืืœื” ืฉืขืœืชื” ืคื” ื”ืจื‘ื” ื‘ืฉื‘ื•ืขื•ืช ื”ืื—ืจื•ื ื™ื, ืื ื™ ืจื•ืฆื” ืœื”ืชื™ื™ื—ืก ืœ-Setup ื”ื ื•ื›ื—ื™ ืฉืœื™. ื”ื•ื ืžืฉืชื ื” ื”ืžื•ืŸ ื‘ื™ืžื™ื ืืœื” (ืงืจืกืจ ื‘ื“ื™ื•ืง ื”ื•ืฆื™ืื• ืืช ืงืจืกืจ 2.0 ื•ื™ื›ื•ืœ ืžืื•ื“ ืœื”ื™ื•ืช ืฉื™ืฆืœื™ื—ื• ืœื–ื›ื•ืช ื‘ื™ ื‘ื—ื–ืจื” ืื—ืจื™ ืฉื ื˜ืฉืชื™ ืœื˜ื•ื‘ืช codex), ืื– ื–ื” ื ื›ื•ืŸ ืจืง ืœืขืช ื›ืชื™ื‘ืช ืฉื•ืจื•ืช ืืœื”. ื ื›ื•ืŸ ืœืขื›ืฉื™ื•, ืื ื™ ืขื•ืฉื” ื›ื›ื”: 1. 90% ืžื”ืขื‘ื•ื“ื” ื ืขืฉืช ืขืœ ื™ื“ื™ agents ื“ืจืš Codex web. ืื ื™ ืžื‘ืงืฉ ืžืžื ื• ื‘ื•ื•ื‘ ืœื‘ืฆืข ืžืฉื™ืžื•ืช ืžืขืœ ืงื•ื“ื‘ื™ื™ืก ื›ื–ื” ืื• ืื—ืจ 2. ื”ื•ื ืžืกื™ื™ื ืžืฉื™ืžื•ืช ื‘ืžืงื‘ื™ืœ. ืœื›ืœ ืžืฉื™ืžื” ืื ื™ ืžื‘ืงืฉ ืžืžื ื• ืœื™ื™ืฆืจ pull request 3. ื”ื•ื ืžื—ื•ื‘ืจ ืืฆืœื™ ื‘ืื™ื ื˜ื’ืจืฆื™ื” ืืœ github, ื›ืš ืฉื‘ืจื’ืข ื›ืฉื”ื•ื ืžื™ื™ืฆืจ pull request, ื”ื•ื ืžื‘ืฆืข ืื•ื˜ื•ืžื˜ื™ืช code review 4. ืจื•ื‘ ื”ืคืขืžื™ื, ื”ื•ื ื™ืžืฆื ื“ื‘ืจื™ื ืœืฉืคืจ ื‘-code review. ื›ืฉื–ื” ืงื•ืจื”, ื‘ืœื—ื™ืฆืช ื›ืคืชื•ืจ ืื ื™ ืžื‘ืงืฉ ืžืžื ื• ืœื‘ืฆืข ืืช ื”ืฉื™ื ื•ื™ื™ื 5. ืื ื™ ืžืขื“ื›ืŸ ืืช ื”pull request ื‘ืฉื™ื ื•ื™ื™ื, ื•ื—ื•ื–ืจ ื—ืœื™ืœื” - ืขื“ ืฉืื™ืŸ ื™ื•ืชืจ ืžื” ืœืชืงืŸ ืขืœ ืกืžืš ื”-code review ื”ืื•ื˜ื•ืžื˜ื™ 6. ื‘ืฉืœื‘ ื”ื–ื” ืื ื™ ืขื•ืฉื” ื‘ื“ื™ืงื” ื™ื“ื ื™ืช ืฉืœ ื”-pull request ื•ืžื—ืœื™ื˜ ืื ืœื‘ืงืฉ ืขื•ื“ ืฉื™ื ื•ื™ื™ื ืื• ืœื 7. ื‘ืžืงืจื™ื ืžืกื•ื™ื™ืžื™ื, ื›ืฉืื™ืŸ ืืคืฉืจื•ืช ืœื‘ื“ื•ืง ืืช ื”ืชื•ืฆืจื™ื ื‘ืฆื•ืจื” ื˜ื•ื‘ื” ื“ืจืš ื”ืขื ืŸ ืื• ื”-CI/CD, ืื ื™ ืžื•ืฉืš ืืช ื”ืงื•ื“ ื”ืžืขื•ื“ื›ืŸ ืœืžื—ืฉื‘ ื•ื‘ื•ื“ืง ืฉื 8. ื™ืฉ ืœื™ ืืช Codex CLI ืขืœ ื”ืžื—ืฉื‘ ืฉืœื™, ื•ืื ื™ ื ืขื–ืจ ื‘ื• ื‘ืžืงืจื™ื ื›ืืœื” - ื›ืฉืื ื™ ืžืจื™ืฅ ืืช ื”ืงื•ื“ ืขืœ ื”ืžื—ืฉื‘ ื•ืจื•ืื” ืฉื™ืฉ ื‘ืขื™ื•ืช. ืื‘ืœ ืื ื™ ืœื ืžื‘ืงืฉ ืชื™ืงื•ื ื™ื ืž-Codex ืืฆืœื™ ืขืœ ื”ืžื—ืฉื‘ ืœืขื•ืœื - ืื ื™ ื“ื•ื‘ืง ืœ-git flow ื”ืกื˜ื ื“ืจื˜ื™ ื“ืจืš ืžืžืฉืง ื”ื•ื•ื‘ ืœืžืขืŸ ื”ืกื“ืจ ื”ื˜ื•ื‘ ******** ื˜ืจื™ ืžื”ืฉื‘ื•ืข: ืงืจืกืจ 2.0 ******** ื”ืชื—ื•ื ื”ื–ื” ื›ืืžื•ืจ ืžืชืงื“ื ื‘ืงืฆื‘ ืžืกื—ืจืจ. ื”ืฉื‘ื•ืข ื™ืฆืื” ื’ื™ืจืกื” ื—ื“ืฉื” ืฉืœ ืงืจืกืจ, 2.0, ื•ื”ื™ื ืžื‘ื™ืื” ืื™ืชื” ื›ืžื” ื‘ืฉื•ืจื•ืช. ื”ืขื™ืงืจื™ื•ืช ืฉื‘ื”ืŸ: 1. ื”ื”ื‘ื ื” ืฉื”-IDE ืœื ื‘ืืžืช ืžืขื ื™ื™ืŸ ื‘ืฆื•ืจื” ื”ืžืงื•ืจื™ืช ืฉืœื• ื‘ืงืจืกืจ, ื•ืฉ-OpenAI ืขืœื• ืขืœ ืžืฉื”ื• ืขื ื’ื™ืฉืช ื”ืคื™ืชื•ื— ื‘-agents ื‘ืขื ืŸ. ืœื›ืŸ, ืืคืฉืจ ืœื ื”ืœ agents ืฉืœ ืงืจืกืจ ื‘ืขื ืŸ - ื•ื”-IDE ื™ื›ื•ืœ ืœืขืฉื•ืช ืื•ืจืงืกื˜ืจืฆื™ื” ืฉืœ ื–ื” ืื ืจื•ืฆื™ื, ื•ืœืฉืžืฉ ื›-mission control ืœืคื™ืชื•ื— ืžืจื•ื—ืง ืื• ืžืงื•ืžื™ ื‘ืžืงื‘ื™ืœ. 2. ืžื•ื“ืœ ืฉืคื” ื—ื“ืฉ ืžื‘ื™ืช ืงืจืกืจ, ืฉื›ืœืื•ืจื” ืžืฉืชืžืฉ ื‘ื›ืœ ื”ื“ื˜ื” ืฉืœื”ื. ื‘ื™ื ืชื™ื ืื ื™ ื‘ืขื™ืงืจ ืฉื•ืžืข ืฉื”ื•ื ืžืื•ื“ ืžื”ื™ืจ. ืœื’ื‘ื™ ื”ืื™ื›ื•ืช ืขื•ื“ ื™ืฉ ืกื™ืžืŸ ืฉืืœื”, ื™ืงื— ื›ืžื” ืฉื‘ื•ืขื•ืช ืœืจืื•ืช ืžื” ืื•ืžืจืช ืงื”ื™ืœืช ื”ืžืคืชื—ื™ื ืขืœ ื–ื” (ืื™ ืืคืฉืจ ืœื”ืกืชืžืš ืขืœ benchmarks ื‘ืชืขืฉื™ื™ื” ื”ื–ื• - ื›ื•ืœื ืžืจืžื™ื ืขื ืื• ื‘ืœื™ ื›ื•ื•ื ื” ืขื overfitted models).
Or Hiltch tweet mediaOr Hiltch tweet mediaOr Hiltch tweet media
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Opher Vishnia
Opher Vishnia@Ophervยท
@GadiAleks ื ื™ื™ืก, ื‘ื”ืฆืœื—ื”! ืื ื‘ื ืœืš ืœืขืฉื•ืช ื“ืจื™ื™ ืจืืŸ ืื• ืกืฉืŸ ืคื™ื“ื‘ืง ืžื•ื–ืžืŸ ื‘ืฉืžื—ื” ๐Ÿ™‚ ืื ื™ ืœื™ื˜ืจืœื™ ืขื•ืฉื” ืืช ื–ื” ื‘ืื•ืคืŸ ืžืงืฆื•ืขื™ ืฉื ื™ื - ืžื“ืจื™ืš ืžืจืฆื™ื ื˜ื›ื ื™ื™ื, ืžื•ื“ืจื˜ื•ืจ ื‘ื›ื ืกื™ื ื•ื›ื•')
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Gadi Aleksandrowicz
Gadi Aleksandrowicz@GadiAleksยท
ื‘ืจื‘ื™ืขื™ ื”ืงืจื•ื‘ ืื ื™ ืืขื‘ื™ืจ ื‘ืคืกื˜ื™ื‘ืœ ืื™ื™ืงื•ืŸ ื”ืจืฆืื” ืฉืชื ืฆืœ ื‘ืื•ืคืŸ ื—ืฆื•ืฃ ืืช ืชืžืช ื”"ืžืฉืืœื•ืช" ืฉืœ ื”ืคืกื˜ื™ื‘ืœ ื›ื“ื™ ืœื“ื‘ืจ ืขืœ ืื™ื ืกื•ืคื™ื. ื”ื”ืจืฆืื” ื‘ืขื™ืงืจื•ืŸ ืžื•ื›ื ื” ืื‘ืœ ืื ื™ ืคืชื•ื— ืœื”ืฆืขื•ืช ืœื’ื‘ื™ ื“ื‘ืจื™ื ืฉืืคืฉืจ ืœื”ื›ื ื™ืก ืคื ื™ืžื” - ื›ืœ ืขื•ื“ ื–ื” ืงืฉื•ืจ ืœืื™ื ืกื•ืฃ ืžืชืžื˜ื™ ืขืœ ื”ื™ื‘ื˜ื™ื• ื”ืฉื•ื ื™ื ื•ืืคืฉืจ ืœื”ืœื‘ื™ืฉ ืขืœ ื–ื” ืกื™ืคื•ืจ ืฉืœ ื’'ื™ื ื™ ืขื ืื™ื ืกื•ืฃ ืžืฉืืœื•ืช
Gadi Aleksandrowicz tweet media
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