Aron | AI Educator @aronvey
AI Creator | Technology | Innovation Exploring AI, tools, and the future of digital work. Question everything. Texas Joined April 2023-
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@HeyGen @ArtificialAnlys Two days, two wins 🎉
20 LANGGRAPH CONCEPTS EVERY AI ENGINEER SHOULD KNOW IN 2026👇 LangGraph Basics — Build stateful AI workflows. Graphs & Nodes — Structure tasks into connected steps. State Management — Track inputs, messages, and results. Edges & Flow Control — Manage workflow execution. Conditional Routing — Direct tasks based on conditions. Tool Calling — Connect agents to APIs and databases. Memory — Retain context across interactions. Multi-Agent Systems — Coordinate specialized AI agents. RAG with LangGraph — Retrieve context before generating answers. Human-in-the-Loop — Add human review and approval. Checkpointing — Save state and resume workflows. Streaming & Async — Handle responses and tasks efficiently. Error Handling — Recover from failures with retries. LangSmith — Trace, debug, and monitor AI workflows. Subgraphs — Build reusable, modular components. LangChain Integration — Combine tools, prompts, and retrievers. Custom Nodes — Implement advanced workflow logic. Evaluation & Testing — Measure quality and performance. Real-World Projects — Combine RAG, tools, memory, and agents. Best Practices — Build scalable, maintainable systems. The big picture: LangGraph helps you build AI agents that manage state, use tools, coordinate tasks, and recover from failures. 🔖 Bookmark this cheat sheet for your AI engineering journey. Follow @kaimarstonai for more AI tips.
@kaimarstonai langsmith for tracing saved me hours of debugging last month
@benwilson_ai Big data and data science are the two i'm most curious about
@benwilson_ai Who's actually building the new power plants though? that takes years, not quarters
@patricklawsonai Nice to see discounts for both Pro and Ultra
@arthurcollinsai A good edit can make even a simple idea stand out
@Nijol71 CapCut Desktop keeps getting more useful for creators
@pumpkherm Halloween edits are about to get interesting 👻
Over $289K in sales on Capafy in just 30 days! Congrats to CloneCut! It is exciting to see Agent Skills meeting real user needs and generating revenue for creators. Looking forward to more milestones ahead!
I listed my Claude skill on Capafy, and it’s made over $289K in sales in the past 30 days! It’s called CloneCut. It helps you create your own version of a viral video you like, using your photos and ideas. The first version came together pretty quickly. Then I started posting
@Capafyai Social media is still one of the best ways to get a product noticed.
@HyperFrames_ Caption style first for me
@HeyGenDev @OpenRouter Light behaving like light, texture you can almost feel. That coming out of an agent request is not what I expected.
HeyGen Video 1 is the #1 video model on the @OpenRouter leaderboard, and it's now available in HeyGen MCP. Tell your agent what you want to see, and it's ready in seconds. Read more: heygen.com/mcp
@HyperFrames_ pointing at something that worked is so much easier than explaining it
@HeyGen @ArtificialAnlys getting your own voice into an avatar video from a phone recording is a much lower lift than i assumed this would require.
One prompt can give you a screen. Exploring the right idea takes a lot more. Interesting direction from Magic Patterns.
Today we're launching MagicOS. And we've come to the conclusion that designers are NOT getting replaced. most of the industry moved to the same answer this year: give the agent its own canvas, let it run, hand you the output. we made a different bet: the canvas should be yours
Brainstorming, references, variations and final designs all living in one workspace sounds like a much more natural way to work on products.
Today we're launching MagicOS. And we've come to the conclusion that designers are NOT getting replaced. most of the industry moved to the same answer this year: give the agent its own canvas, let it run, hand you the output. we made a different bet: the canvas should be yours
AI is most useful when it helps you think through possibilities without taking the decisions out of your hands. That's the balance worth building for.
Today we're launching MagicOS. And we've come to the conclusion that designers are NOT getting replaced. most of the industry moved to the same answer this year: give the agent its own canvas, let it run, hand you the output. we made a different bet: the canvas should be yours
@msevaAI Everything in one place instead of ten tabs and a chat log, yes please 🚀
Sahil khan @sahilctrl
7 Followers 24 Following Building https://t.co/btyIDmAmih - AI Explains Visually
Debbie Taylor @TaylorTeachesAI
11 Followers 95 Following Taching Elementary kids how to use AI the safe way and with confidence.
hansoo @hns00_xvt
41 Followers 190 Following carat-L | reading acc | live laugh love seventeen exo ✨
𝑃𝑎𝑠𝑖𝑣�... @nalgonnciito
310 Followers 3K Following 18 Recién cumplidos y Me encantan los hombres carajoo
SN🦊♥️ @EllieEllie2283
60 Followers 339 Following SUNOOPIE😋😚 fan account @EllieEllie2283 following all @x 's rules and guidelines
ishize in bliss 👾 @foxxsunooshine
1K Followers 181 Following ♡ #엔하이픈 ♡ #선우 ♡ one of sunoo's most loyal baragi ♡ lost island 🏝
☘︎ ݁˖༘⋆ @fioreIliu
1K Followers 841 Following
jade is seeing 5sos �... @itzskz_
1K Followers 2K Following :¨ ·.· ¨: `· . 𐙚 for #스트레이키즈 🍀 (she/her)
den ☭🇦🇷 @getousmaid
191 Followers 1K Following — 26 | ella/she | 🏳️🌈👩❤️💋👩 | tgcf / orv / jjk / zb1-p1h-xg-xlov-ahof-modyssey 🎀 ฅ՞•ﻌ•՞ฅ 🧋🩷 #BUAWATERLILY
Thirathana @VarianKook
126 Followers 236 Following 1. Love wave 2. Love Thee 3. Love Theewave 5. Love everyone who loves Wave and Thee. #waavetnp #tthi_eks #Theewave
martin enthusiast⁷ ... @sheddytwittie
578 Followers 1K Following back in shedtwt 🏳️🌈🏳️⚧️ | call me yuwon! minor en- ot7 (ot6 & anti boycott dni) i love martin sm
GOLS WOW AUUUU @resenhopolis
6K Followers 4K Following 🚨OFERTA DO DIA 🚨 https://t.co/CPPt2hlFS1 (ganhamos comissão) / literais resenhas / análises/opiniões que voce vai gostar e odiar / gols ao vivo qndo dá
Igor; 𝙮𝙤𝙪 �... @babyfeanitang
193 Followers 255 Following ᴀɴɪᴛᴛᴀ / ʙʟ'ꜱ #𝐅𝐨𝐫𝐭𝐏𝐞𝐚𝐭 | #𝐁𝐚𝐫𝐜𝐨𝐝𝐞𝐊𝐢𝐧 #𝐓𝐡𝐨𝐦𝐚𝐬𝐊𝐨𝐧𝐠 + #𝐑𝐲𝐮𝐣𝐢𝐧𝐏𝐚𝐭𝐣𝐢 + #𝐓𝐡𝐞𝐞𝐖𝐚𝐯𝐞 = ᥫ᭡
nana ⋆. fool in lov... @paewongsa
857 Followers 606 Following 𐚁ׅㅤֹ às vezes, conhecer certas pessoas deve ser coisa do destino, porque essa é a única explicação para eu ter encontrado vocês ⋆. 𐙚 ̊
oscar ✦ @elioo0412
300 Followers 726 Following
^_^🎊🦷TheeWave O... @mookang05
111 Followers 2K Following Not loud about it, but I’m BL-coded. Multi-stan | 🇯🇲 + 🗽 raised
存己_ @zyjeejeepippip
115 Followers 111 Following Chinese vava My baby @twnpich @porsuppakarn Only love Teeteepor, love them forever.
♟️4월에이불?? @hbrg_A
615 Followers 462 Following XLOV | QnlyQneQf🦁 | FLO | QARE☆im in too many fandoms atp ❤️🔥Eng/Esp/한👌
kᥱᥒᥒᥱ𝗍һ |... @kennethsiel
44 Followers 148 Following 𝘩𝘦/𝘩𝘪𝘮 𖧷 𝖼𝗁𝗈𝗄𝗎𝗇𝖺𝗌𝗍𝗈𝗇, 𝖺𝗅𝗆𝗈𝗇𝖽𝗉𝗋𝗈𝗀𝗋𝖾𝗌𝗌, 𝗌𝖾𝖺𝗄𝖾𝖾𝗇, 𝗌𝗎𝗋𝖿𝗃𝖺𝗏𝖺, 𝗄𝖾𝗇𝗉𝖺𝗎𝗅 𝗌𝗍𝖺𝗇 𖧷 illit stan dni🚫
ross @Bookbearpq
317 Followers 332 Following ⠀⠀⠀⠀⠀⠀⠀⠀⠀@twnpich ♥︎ @porsuppakarn ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀#vava #วาวา 🌟
ruby 🍊 #koko au �... @phunssom
74 Followers 48 Following ต้นส้มอยู่บ้านเขา แต่ผลส้มหล่นมาบ้านเราตลอดเลย
j ♡ 🩺 @kae_eino
1K Followers 764 Following ✎✧˚ ༘ ⋆｡˚ haohoshihan 🍉🍉 𓄲 #디에잇 #정한 #호시 ⤷proofs : @jaezille_o
jeyii 🍊 🎾 🚀 @lessphine_
0 Followers 83 Following
rei ⊹ semi rest @lwbarc_tin
1K Followers 2K Following — #YINWAR #TEETEEPOR #SEAKEEN #DMDBOYS ☆ @warwanarat @barcodetin @itspahnthitta @pete_nvich
Dream @butterflyx_love
152 Followers 269 Following
kie @kohhlap
143 Followers 358 Following
สารวัตร... @thankyou3umx
5 Followers 123 Following มัมอ้วนเวฟคับ ◌้ ♥️👊🏻 ไปด้วยกันไปได้ไกลคับ🌊👀 #tthi_eks #waavetnp #ท่านโปรดคลื่น 🐬
vanei ขันติ... @vaneithikun
282 Followers 295 Following ˚˖𓍢ִ໋❀ for jookkroo & netjj : #เน็ตเจเจ ˖Ი𐑼⋆ somtim 〢 ⋆˚꩜ happinet
Kai @kaimarstonai
85K Followers 35 Following I test AI so you don't have to. Tools, experiments & ideas shaping what's next. 📩DM/Collab: [email protected] AIRAA-086433
Fredrik Nevel @fredriknevel
26K Followers 500 Following Thinking deeply about AI, technology, and what it means to be human. Sharing ideas worth questioning. DM\Mail: [email protected]
Luvlysun 𐙚⋆°�... @Iwannakishuu
13 Followers 74 Following - all love for sunoo !! ⊹ ࣪ ˖ ໒꒱ 𐔌՞ ܸ.ˬ.ܸ՞𐦯“when the situation gets dark, you shine even brighter” 𝜗ৎ
SN🦊♥️ @EllieEllie2283
60 Followers 339 Following SUNOOPIE😋😚 fan account @EllieEllie2283 following all @x 's rules and guidelines
MD 🦊|| Fan Account @missddeuno
128 Followers 337 Following Loving Sunoo 24/7 (Kim Sunoo's fan account) (Baragi-engene) Follow those who love Sunoo GENUINELY
💙 @BabyKingTaeTae
2K Followers 340 Following
ai @kagstobio2212
566 Followers 929 Following Accounting '21 rant acc | don't expect anything from me . . . homo homini lupus
⋆˚𝜗𝜚˚meowmi... @Mikeymiumiu
806 Followers 73 Following 선우 🦊ྀིྀིྀིྀིྀི (SN) 𐙚₊˚⊹♡ ˚‧ ꒰ა❤︎໒꒱ | เบบี๋น้องซอนอู🎀🫳🏻| my one & only | My pretty baby Sunoo, my always and forever priority 🍼🪽✨
อ้อนหอม @hi5xsunoo
832 Followers 828 Following ⠀ ︑♡ 𓈒˚╺𓊪ᚈ⃘͙╸˚𓈒 🍋🟩 ✧ 𓈒˚♡˱ @sunghoon ˲♡˚𓈒 💒✧ 𓈒˚╺𑁄⃚₊ ˚𓈒 ❄️╸˚𓈒 에﹠밧 𓈒˚ ⸜(*ˊᗜˋ*)⸝ 𓈒˚╺𐄉̶͙ᚐ ♡🧊 f¡x 𓈒˚ᚐ𓋭̶⃘͙╸˚𓈒 ni0̟r♡ 𓈒˚╺ ✧ say﹗🍡╸˚𓈒 ♡펟 𖠵⃘╸˚𓈒
sonochieri 🎀 ◠�... @ikonabi
1K Followers 952 Following Fan Account | ONLY SUNOO — Kim Sunoo 𝒾𝓈 𝓈𝑜 𝒸𝑜𝑜𝓁 𝒶𝓃𝒹 𝓅𝓇𝑒𝒸𝒾𝑜𝓊𝓈 ~ 🌻 ◠‿◠. BEAUTIFUL 8seconds
Or.IsBlue fan acc. @BlueClover_Sun
974 Followers 342 Following engene/baragi | fan account (@isblue_sun โดนระงับ) | #isblue_review | #isblue_oneshot
ishize in bliss 👾 @foxxsunooshine
1K Followers 181 Following ♡ #엔하이픈 ♡ #선우 ♡ one of sunoo's most loyal baragi ♡ lost island 🏝
☘︎ ݁˖༘⋆ @fioreIliu
1K Followers 841 Following
chie @snchiiee
2K Followers 938 Following
GB. 🐶🐢✨ @GBaek_L
2K Followers 366 Following ✈️🌎🧳🎧𝙇𝙞𝙛𝙚 𝙞𝙨 𝙟𝙤𝙪𝙧𝙣𝙚𝙮 𝙖𝙣𝙙 𝙇𝙤𝙫𝙚 𝙨𝙤𝙢𝙚𝙤𝙣𝙚. @cortis_bighit @h_evva_n @enhypen 📦🍀
zero: sofi lula da si... @yunhofeel
3K Followers 2K Following mingi's voice: you abandoned my moral loyalty.
tey | fan acc @kittysunwon
3K Followers 3K Following fan account | #중원 & #김순우 | pocketz ♡ ˗ˏˋenhypen´ˎ˗
Mamelique Grace @grace_mamelique
29 Followers 478 Following
𝑃𝑎𝑠𝑖𝑣�... @nalgonnciito
310 Followers 3K Following 18 Recién cumplidos y Me encantan los hombres carajoo
sunny @sunshine_deonuu
1K Followers 1K Following
mina ♡ @luvssunoo
1K Followers 471 Following i make everything abt sunoo . saw sonu 07/09/25 🎀. enhypen is six.
yuli ☆ @aesyulii
1K Followers 984 Following ad astra per aspera ☁️ | future upcat '27 passer 🌻 | 🔎: #yvlichv — #studytwtph
wonyoung 🪿 @CapitSandr17385
5 Followers 56 Following
K @Sushikyungsoo
49 Followers 197 Following ✨ EXO-L 🖤, NCTZEN💚 , CARAT 🩵// Reading and GA account// 22
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