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sdk

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74 ກຳລັງສົນທະນາ
lavanya trader
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Nabatian ko nga Nagahimo ako sang Exchange Imbes nga Nagahimo sang Isa ka Strategy; Hotstuff compact SDKIsang gab-i, samtang nagaayo ako sang isa pa ka isyu sa WebSocket, nagpakita ini sa akon. Diri ko ini ginapanginay ang akon trading bot. Ginagasto ko ang kadalasan sang akon panahon sa pag-usab sang mga bagay nga kinahanglan na nga ginaimprove pa gani sang mga exchange. Bawat semana may isa ka bag-o nga problema. I kabuhayan sang koneksyon. Naghimo sang pagbag-o ang isa ka API. Naglihok ang isa ka data stream sang mas lahi sa ginhulat ko. Imbes nga magtrabaho sa strategy, nagaatiman ako sang infrastructure. Didto na nga nagdesisyon ako nga subayon ang Hotstuff's SDK. Ini amo ang builders heaven sa simple nga term; tan-awa ninyo ini bisan makaisa, makita mo ang tinuod nga kalainan.. Didto nga Mas Nagaigo ang Tanan :-

Nabatian ko nga Nagahimo ako sang Exchange Imbes nga Nagahimo sang Isa ka Strategy; Hotstuff compact SDK

Isang gab-i, samtang nagaayo ako sang isa pa ka isyu sa WebSocket, nagpakita ini sa akon.
Diri ko ini ginapanginay ang akon trading bot. Ginagasto ko ang kadalasan sang akon panahon sa pag-usab sang mga bagay nga kinahanglan na nga ginaimprove pa gani sang mga exchange. Bawat semana may isa ka bag-o nga problema.
I kabuhayan sang koneksyon.
Naghimo sang pagbag-o ang isa ka API.
Naglihok ang isa ka data stream sang mas lahi sa ginhulat ko.
Imbes nga magtrabaho sa strategy, nagaatiman ako sang infrastructure.
Didto na nga nagdesisyon ako nga subayon ang Hotstuff's SDK. Ini amo ang builders heaven sa simple nga term; tan-awa ninyo ini bisan makaisa, makita mo ang tinuod nga kalainan..
Didto nga Mas Nagaigo ang Tanan :-
ບົດຄວາມ
Sebenzisa Imithetho Yekhodi: Kungani i-Newton Mainnet Beta Iwushintsho Olukhulu Kwamathokheni We-Institutional RWAIgalelo eliya phambili lamathokheni e-real-world assets (RWAs) kanye nezinqubo zezimali eziyinkimbinkimbi ku-onchain liyashesha, kodwa kukhona isithiyo esibalulekile: amasistimu endabuko okugunyaza awakwazi ukuphepha ukulandela izidingo ezintsha neziguquka ngokushesha zomthetho. Ukwethulwa kwakamuva kwe $NEWT Newton Mainnet Beta, okuvezwe esiteji esikhulu emcimbini #TokenizeThis , kubhekana ngqo naleli gebe eliyisisekelo. Endaweni yokuphatha ukuthotshelwa kwemithetho njengokuhlolwa okwenziwa ngesandla isikhathi eside ngemva kokuba inqubo isiqediwe, @NewtonProtocol iguqula uhlaka ngokuphelele. Inikeza ungqimba wokugunyaza ku-onchain ohlola futhi osebenzisa izinqubomgomo ezihleliwe ngaphambi kokuba noma iyiphi ukuthengiselana kuvunyelwe ukuvaleka.

Sebenzisa Imithetho Yekhodi: Kungani i-Newton Mainnet Beta Iwushintsho Olukhulu Kwamathokheni We-Institutional RWA

Igalelo eliya phambili lamathokheni e-real-world assets (RWAs) kanye nezinqubo zezimali eziyinkimbinkimbi ku-onchain liyashesha, kodwa kukhona isithiyo esibalulekile: amasistimu endabuko okugunyaza awakwazi ukuphepha ukulandela izidingo ezintsha neziguquka ngokushesha zomthetho. Ukwethulwa kwakamuva kwe $NEWT Newton Mainnet Beta, okuvezwe esiteji esikhulu emcimbini #TokenizeThis , kubhekana ngqo naleli gebe eliyisisekelo.
Endaweni yokuphatha ukuthotshelwa kwemithetho njengokuhlolwa okwenziwa ngesandla isikhathi eside ngemva kokuba inqubo isiqediwe, @NewtonProtocol iguqula uhlaka ngokuphelele. Inikeza ungqimba wokugunyaza ku-onchain ohlola futhi osebenzisa izinqubomgomo ezihleliwe ngaphambi kokuba noma iyiphi ukuthengiselana kuvunyelwe ukuvaleka.
ເບິ່ງການແປ
My personal Experience with STON.fi inside TelegramSTON.fi makes DeFi on the TON blockchain easy. Users can swap tokens, add liquidity, and earn rewards without dealing with a complicated process, also work smooth inside Telegram and Mobile friendly. In my 9 years of experience, I don't see this much utility in a tool like Omniston. This is a smart aggregator and combines liquidity from many DEXs and quote systems with a secure route. It automatically finds the best prices and deepest pools for every swap. That's why Swaps feel instant, usually 1-2 seconds, with very low fees, often under 10 cents. This is the part most other DeFi platforms miss, but STON.fi is making it real. I feel it's a game-changing tool; from this, users get smooth, hassle-free, secured transaction at low cost. For interacting, just connected my TON wallet inside Telegram and started trading right away. No account or complicated steps needed. Everything stays in my control because it is fully self-custody. Now,I swapped tokens very easily and got better rates than elsewhere. Then I provided liquidity to pools to earn fees and farmed rewards. Staking their native token, STON token, boosted my APRs nicely. Without any risk and additional complex set up, now we invest and farm. Right now, the STON.fi team is in Tokyo for Japan Blockchain Week 2026. They will be at WebX Asia, where Ethan Clime is speaking at the AI Economic Forum on July 15 on how AI and Web3 are reshaping each other. It shows how they are fascinated with growth and connect DeFi with fresh ideas. The platform feels secure with audits and protections. They are adding cross-chain swaps without bridges too. That's why now we can move our assets very easily from one network to another, supporting all major networks. For anyone using TON and Telegram, STON.fi makes DeFi simple, fast, and rewarding. My time with it has been great, and their Japan trip makes me even more excited about the future. Also, any Telegram applications now directly connect with its SDK, so now No issues of liquidity at the initial stage. It shows how they are supporting solo builders too. All those make me stop and think, then invest here. #defi #trading #Telegram #SDK

My personal Experience with STON.fi inside Telegram

STON.fi makes DeFi on the TON blockchain easy. Users can swap tokens, add liquidity, and earn rewards without dealing with a complicated process, also work smooth inside Telegram and Mobile friendly.
In my 9 years of experience, I don't see this much utility in a tool like Omniston. This is a smart aggregator and combines liquidity from many DEXs and quote systems with a secure route. It automatically finds the best prices and deepest pools for every swap.
That's why Swaps feel instant, usually 1-2 seconds, with very low fees, often under 10 cents. This is the part most other DeFi platforms miss, but STON.fi is making it real. I feel it's a game-changing tool; from this, users get smooth, hassle-free, secured transaction at low cost.
For interacting, just connected my TON wallet inside Telegram and started trading right away. No account or complicated steps needed. Everything stays in my control because it is fully self-custody.
Now,I swapped tokens very easily and got better rates than elsewhere. Then I provided liquidity to pools to earn fees and farmed rewards. Staking their native token, STON token, boosted my APRs nicely. Without any risk and additional complex set up, now we invest and farm.
Right now, the STON.fi team is in Tokyo for Japan Blockchain Week 2026. They will be at WebX Asia, where Ethan Clime is speaking at the AI Economic Forum on July 15 on how AI and Web3 are reshaping each other. It shows how they are fascinated with growth and connect DeFi with fresh ideas.
The platform feels secure with audits and protections. They are adding cross-chain swaps without bridges too. That's why now we can move our assets very easily from one network to another, supporting all major networks.
For anyone using TON and Telegram, STON.fi makes DeFi simple, fast, and rewarding. My time with it has been great, and their Japan trip makes me even more excited about the future. Also, any Telegram applications now directly connect with its SDK, so now No issues of liquidity at the initial stage. It shows how they are supporting solo builders too. All those make me stop and think, then invest here.
#defi #trading #Telegram #SDK
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ສັນຍານໝີ
ເປັນຄວາມຈິງບາງສ່ວນ
$BAND /USDT — 🔴 SHORT · Conf 70% 📍 Entry: 0.1847 – 0.1859 🛑 SL: 0.2003 🎯 TP1: 0.1760 ✅ TP2: 0.1686 🏆 TP3: 0.1575 តម្លៃបានកើនដល់ 0.2217 ហើយបដិសេធខ្លាំងត្រឡប់មកក្រោម MA7 (0.1870) ដោយមានបរិមាណជួញដូរប្រចាំថ្ងៃត្រឹម $1.84M — ស្នាម wick ជាសញ្ញា មិនមែនតួ candle នោះទេ។ Band Protocol ជាបណ្តាញ oracle ឆ្លងខ្សែ (cross-chain) ដែលបានបង្កើតលើ Cosmos SDK ហើយផ្តល់ទិន្នន័យពិភពពិតឲ្យទៅកាន់ 62+ blockchain តាមរយៈ custom oracle scripts — វាបានបើកដំណើរការ Band v3 ថ្មីៗនេះជាមួយនឹងការកែលម្អ throughput 10x និង RWA price feeds សម្រាប់ T-bills និង equities — ហានិភ័យសំខាន់គឺការគ្រប់ដណ្តប់យ៉ាងរឹងមាំរបស់ Chainlink មានន័យថា Band ត្រូវប្រកួតសម្រាប់ការរួមបញ្ចូល (integrations) ជាមួយបណ្តាញដែលមានសាច់ប្រាក់ងាយបម្លែង (liquidity) កាន់តែជ្រាលជ្រៅ និងមាន developer mindshare ខ្លាំងជាង។ Band v3 បានពង្រីកទៅកាន់ 62+ chains ហើយបើកដំណើរការ RWA price feeds សម្រាប់ equities — បើសេវា oracle មានការរីកចម្រើនពិតៗ ហេតុអ្វីបានជា Binance ដកប្រភេទ BAND/BTC ចេញ និងបរិមាណ spot ប្រចាំថ្ងៃនៅក្រោម $2M? #BAND #Bandprotocol #Crypto #SDK {future}(BANDUSDT)
$BAND /USDT — 🔴 SHORT · Conf 70%

📍 Entry: 0.1847 – 0.1859

🛑 SL: 0.2003

🎯 TP1: 0.1760
✅ TP2: 0.1686
🏆 TP3: 0.1575

តម្លៃបានកើនដល់ 0.2217 ហើយបដិសេធខ្លាំងត្រឡប់មកក្រោម MA7 (0.1870) ដោយមានបរិមាណជួញដូរប្រចាំថ្ងៃត្រឹម $1.84M — ស្នាម wick ជាសញ្ញា មិនមែនតួ candle នោះទេ។

Band Protocol ជាបណ្តាញ oracle ឆ្លងខ្សែ (cross-chain) ដែលបានបង្កើតលើ Cosmos SDK ហើយផ្តល់ទិន្នន័យពិភពពិតឲ្យទៅកាន់ 62+ blockchain តាមរយៈ custom oracle scripts — វាបានបើកដំណើរការ Band v3 ថ្មីៗនេះជាមួយនឹងការកែលម្អ throughput 10x និង RWA price feeds សម្រាប់ T-bills និង equities — ហានិភ័យសំខាន់គឺការគ្រប់ដណ្តប់យ៉ាងរឹងមាំរបស់ Chainlink មានន័យថា Band ត្រូវប្រកួតសម្រាប់ការរួមបញ្ចូល (integrations) ជាមួយបណ្តាញដែលមានសាច់ប្រាក់ងាយបម្លែង (liquidity) កាន់តែជ្រាលជ្រៅ និងមាន developer mindshare ខ្លាំងជាង។

Band v3 បានពង្រីកទៅកាន់ 62+ chains ហើយបើកដំណើរការ RWA price feeds សម្រាប់ equities — បើសេវា oracle មានការរីកចម្រើនពិតៗ ហេតុអ្វីបានជា Binance ដកប្រភេទ BAND/BTC ចេញ និងបរិមាណ spot ប្រចាំថ្ងៃនៅក្រោម $2M?

#BAND #Bandprotocol #Crypto #SDK
⚙️ សេចក្តីចេញផ្សាយបច្ចុប្បន្នភាពថ្មីសម្រាប់ឈុតអភិវឌ្ឍន៍កម្មវិធី WhiteBit Python SDK មានការចេញផ្សាយបច្ចុប្បន្នភាពថ្មីសម្រាប់ឈុតអភិវឌ្ឍន៍កម្មវិធី WhiteBit Python SDK ជាមួយនឹងកំណែ 1.1.16។ ការអាប់ដេតនេះមានគោលបំណងធ្វើឲ្យប្រសើរឡើងនូវមុខងារនៃកម្មវិធីបញ្ជាក់អន្តរកម្ម (API) សម្រាប់វេទិកាជួញដូររូបិយប័ណ្ណឌីជីថល WhiteBit ដោយផ្តល់ឧបករណ៍កាន់តែប្រសើរដល់អ្នកអភិវឌ្ឍន៍សម្រាប់ការប្រាស្រ័យជាមួយវេទិកា។ ━━━━━━━━━━━━━━ 📊 ឥទ្ធិពល: 📊 មធ្យម 🏷️ EXCHANGE #WhiteBit #Python #SDK #Cryptocurrency #ExchangeAPI 📰 ប្រភព: pypi.org
⚙️ សេចក្តីចេញផ្សាយបច្ចុប្បន្នភាពថ្មីសម្រាប់ឈុតអភិវឌ្ឍន៍កម្មវិធី WhiteBit Python SDK

មានការចេញផ្សាយបច្ចុប្បន្នភាពថ្មីសម្រាប់ឈុតអភិវឌ្ឍន៍កម្មវិធី WhiteBit Python SDK ជាមួយនឹងកំណែ 1.1.16។ ការអាប់ដេតនេះមានគោលបំណងធ្វើឲ្យប្រសើរឡើងនូវមុខងារនៃកម្មវិធីបញ្ជាក់អន្តរកម្ម (API) សម្រាប់វេទិកាជួញដូររូបិយប័ណ្ណឌីជីថល WhiteBit ដោយផ្តល់ឧបករណ៍កាន់តែប្រសើរដល់អ្នកអភិវឌ្ឍន៍សម្រាប់ការប្រាស្រ័យជាមួយវេទិកា។

━━━━━━━━━━━━━━
📊 ឥទ្ធិពល: 📊 មធ្យម
🏷️ EXCHANGE

#WhiteBit #Python #SDK #Cryptocurrency #ExchangeAPI

📰 ប្រភព: pypi.org
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ສັນຍານກະທິງ
ເບິ່ງການແປ
$SNDK is a perfect example of why shorting a strong momentum stock can get painful fast. Short sellers have reportedly taken billions in losses while Sandisk keeps pushing higher. Revenue growth has been impressive, and the fundamentals clearly aren’t something to ignore. But after a massive 700%+ run, a P/E above 20, and short interest still elevated, I’m asking a different question: Is this genuine value discovery, or are we watching the final stage of an AI-driven frenzy? I’m still leaning toward the short side. It’s painful right now, but markets eventually reveal whether the fundamentals justify the price. Sometimes surviving the squeeze is the hardest part of being early. #SDK {future}(SNDKUSDT)
$SNDK is a perfect example of why shorting a strong momentum stock can get painful fast.

Short sellers have reportedly taken billions in losses while Sandisk keeps pushing higher. Revenue growth has been impressive, and the fundamentals clearly aren’t something to ignore.

But after a massive 700%+ run, a P/E above 20, and short interest still elevated, I’m asking a different question:

Is this genuine value discovery, or are we watching the final stage of an AI-driven frenzy?

I’m still leaning toward the short side.

It’s painful right now, but markets eventually reveal whether the fundamentals justify the price.

Sometimes surviving the squeeze is the hardest part of being early.
#SDK
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Umaleko We-Infrastructure Osekela Isigaba Esilandelayo Sokukhula Kwe-TON Amaphumelela amaningi ebhajethi ahlale ekhuluma ngokukhula ngenani labasebenzisi kanye nevolumu yokuthengiselana. Kodwa isibonakaliso esiqine kakhulu sivame ukuvela kokujulile—ikhwalithi yonjiniyela be-infrastructure abayakhayo bengemuva. I-TON iyashintsha isuka ku-ecosystem eholwa ikakhulu ama-aplikeshini iye kusiwekelelwa yizinhlelo ze-liquidity ezabiwe, ama-SDK avulekile, namathuluzi agxile konjiniyela enza ukwakha kusheshe futhi kusekelwe kangcono ekwandeni. Esikhundleni sokuphoqa iphrojekthi ngayinye ukuthi yakhe i-backend yayo kusukela ekuqaleni, i-TON ithuthukisa uhlobo lwe-infrastructure oluxhumene oluvumela ukusungula ukuthi kukhule ndawonye kuwo wonke i-ecosystem. Enye yezinselelo ezinkulu konjiniyela be-blockchain ukudala amasistimu e-backend athembekile. Izici ezifana nokushintshanisa amathokheni (token swaps), ukufinyelela ku-liquidity, ukuhlelwa kwentengo (price routing), nokuvikelwa ekushintsheni okungazelelwe (slippage protection) kudinga i-infrastructure eyinkimbinkimbi. Kumathimba amancane, ukwakha lawa masistimu ngokuzimela kunganciphisa ijubane lentuthuko futhi kwandise izingozi zokuphepha. Yilapho amathuluzi okuthuthukisa avulekile eba usizo khona. I-STONfi SDK inikeza amaphrojekthi ukufinyelela ku-infrastructure elungele ukusetshenziswa yokushintsha nokuhlanganisa i-liquidity. Esikhundleni sokuchitha izinyanga zakha amasistimu ayisisekelo e-DeFi, onjiniyela bangagxila ekuthuthukiseni imikhiqizo yabo nokuhlangenwe nakho komsebenzisi. Lokho kusiza i-ecosystem yonke ukuthi ihambe ngokushesha. Lapho ukuthuthukisa kuba lula ukufinyelela, kulapho imibono emisha ingena khona ku-$TON network kalula. Kukhishwa kwe-Omniston SDK kuletha enye ingqimba ebalulekile konjiniyela be-TON. Amaphrojekthi manje angakwazi ukuhlanganisa izici ezithuthukile ezifana nokuthola intengo (price discovery) nokuvikelwa ekushintsheni (slippage protection) ngqo kuma-aplikeshini awo ngaphandle kokuzakhela la masistimu. $BTC $ETH #SDK #TON #STONfi #Developers #TONDeFiEcosystem
Umaleko We-Infrastructure Osekela Isigaba Esilandelayo Sokukhula Kwe-TON

Amaphumelela amaningi ebhajethi ahlale ekhuluma ngokukhula ngenani labasebenzisi kanye nevolumu yokuthengiselana. Kodwa isibonakaliso esiqine kakhulu sivame ukuvela kokujulile—ikhwalithi yonjiniyela be-infrastructure abayakhayo bengemuva.

I-TON iyashintsha isuka ku-ecosystem eholwa ikakhulu ama-aplikeshini iye kusiwekelelwa yizinhlelo ze-liquidity ezabiwe, ama-SDK avulekile, namathuluzi agxile konjiniyela enza ukwakha kusheshe futhi kusekelwe kangcono ekwandeni.

Esikhundleni sokuphoqa iphrojekthi ngayinye ukuthi yakhe i-backend yayo kusukela ekuqaleni, i-TON ithuthukisa uhlobo lwe-infrastructure oluxhumene oluvumela ukusungula ukuthi kukhule ndawonye kuwo wonke i-ecosystem.

Enye yezinselelo ezinkulu konjiniyela be-blockchain ukudala amasistimu e-backend athembekile.

Izici ezifana nokushintshanisa amathokheni (token swaps), ukufinyelela ku-liquidity, ukuhlelwa kwentengo (price routing), nokuvikelwa ekushintsheni okungazelelwe (slippage protection) kudinga i-infrastructure eyinkimbinkimbi. Kumathimba amancane, ukwakha lawa masistimu ngokuzimela kunganciphisa ijubane lentuthuko futhi kwandise izingozi zokuphepha.

Yilapho amathuluzi okuthuthukisa avulekile eba usizo khona.

I-STONfi SDK inikeza amaphrojekthi ukufinyelela ku-infrastructure elungele ukusetshenziswa yokushintsha nokuhlanganisa i-liquidity. Esikhundleni sokuchitha izinyanga zakha amasistimu ayisisekelo e-DeFi, onjiniyela bangagxila ekuthuthukiseni imikhiqizo yabo nokuhlangenwe nakho komsebenzisi.

Lokho kusiza i-ecosystem yonke ukuthi ihambe ngokushesha. Lapho ukuthuthukisa kuba lula ukufinyelela, kulapho imibono emisha ingena khona ku-$TON network kalula.
Kukhishwa kwe-Omniston SDK kuletha enye ingqimba ebalulekile konjiniyela be-TON.

Amaphrojekthi manje angakwazi ukuhlanganisa izici ezithuthukile ezifana nokuthola intengo (price discovery) nokuvikelwa ekushintsheni (slippage protection) ngqo kuma-aplikeshini awo ngaphandle kokuzakhela la masistimu.
$BTC $ETH #SDK #TON #STONfi #Developers #TONDeFiEcosystem
ເບິ່ງການແປ
$0G #0gcommunity #OpenAI #SDK 0g Everyone! big pump.. 0G Private Computer is live. Build and run AI agents where every inference is sealed inside a hardware isolated enclave. Your prompts stay encrypted, outputs are signed before they leave. • One OpenAI-compatible API, swap your base URL and you're on a decentralised, verifiable network • Six TEE verified models at launch including DeepSeek, Qwen3.6 Plus, Whisper, and more • 60-second setup, connect wallet, create a key, start building • No KYC, no waiting list, no middlemen Policy based privacy is a promise. Hardware isolated privacy is proof.
$0G #0gcommunity #OpenAI #SDK

0g Everyone! big pump..

0G Private Computer is live.

Build and run AI agents where every inference is sealed inside a hardware isolated enclave. Your prompts stay encrypted, outputs are signed before they leave.

• One OpenAI-compatible API, swap your base URL and you're on a decentralised, verifiable network
• Six TEE verified models at launch including DeepSeek, Qwen3.6 Plus, Whisper, and more
• 60-second setup, connect wallet, create a key, start building
• No KYC, no waiting list, no middlemen

Policy based privacy is a promise. Hardware isolated privacy is proof.
ເບິ່ງການແປ
What if the biggest security upgrade isn't another wallet, but one extra decision before a transaction? While testing @NewtonProtocol , one detail kept standing out. A transaction doesn't have to be executed just because it was signed. #Newt lets you simulate a policy first, then returns a simple result: allow = true or false. That tiny checkpoint changes how automation behaves. 3 things I wrote down while looking at Newton: _ Newton evaluates the transaction before execution, not after it settles. _ The #SDK checks a transaction intent using details like the sender, recipient, value, and policy data in a single simulation request. _ The result is binary. True means proceed. False means stop. No guessing, no partial execution. That matters more than it sounds. One policy simulation can prevent an AI agent or automated workflow from sending funds outside its approved limits. A failed check costs far less than an irreversible on-chain mistake. If you're building with $NEWT , try one habit: simulate every high-value transaction before broadcasting it. It adds one extra step, but it removes a surprising amount of uncertainty. I'm curious whether Newton eventually makes this the default expectation instead of an optional security feature. That feels like the more interesting question. #NewtonProtocol #NEWTtoken #NEWTUSDT $ETH
What if the biggest security upgrade isn't another wallet, but one extra decision before a transaction?
While testing @NewtonProtocol , one detail kept standing out. A transaction doesn't have to be executed just because it was signed. #Newt lets you simulate a policy first, then returns a simple result: allow = true or false. That tiny checkpoint changes how automation behaves.
3 things I wrote down while looking at Newton:
_ Newton evaluates the transaction before execution, not after it settles.
_ The #SDK checks a transaction intent using details like the sender, recipient, value, and policy data in a single simulation request.
_ The result is binary. True means proceed. False means stop. No guessing, no partial execution.
That matters more than it sounds. One policy simulation can prevent an AI agent or automated workflow from sending funds outside its approved limits. A failed check costs far less than an irreversible on-chain mistake.
If you're building with $NEWT , try one habit: simulate every high-value transaction before broadcasting it. It adds one extra step, but it removes a surprising amount of uncertainty.
I'm curious whether Newton eventually makes this the default expectation instead of an optional security feature. That feels like the more interesting question.
#NewtonProtocol #NEWTtoken #NEWTUSDT $ETH
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ບົດຄວາມ
Newton Protocol's Mainnet Beta Is Live: Ngunit Ano Talaga ang Mahalaga NgayonNarito ang Ano Talaga ang Binabantayan Ko. Malinis na bumaba ang anunsyo. Live na ang Mainnet Beta, ang Vault #SDK ay ipini-ship, at ang listahan ng partner ay parang may naggawa ng homework—Chainalysis, EigenLayer, Succinct, RedStone, Credora, Vaults.fyi. Sa papel, ito ay isa sa mga mas seryosong infrastructure launches sa #defi buwang ito. Sa tingin ko, hindi ibig sabihin niyan ay tapos na ang problema. Sa tingin ko, ibig sabihin lang nito ay nagsisimula na ang pinakamahirap na bahagi. Tama ang ideya, sa totoo lang Hayaan kong sabihin muna nang malinaw iyon, dahil ang natitira sa bagay na ito ay hihipo at tutusok sa mga puntong iyon.

Newton Protocol's Mainnet Beta Is Live: Ngunit Ano Talaga ang Mahalaga Ngayon

Narito ang Ano Talaga ang Binabantayan Ko.
Malinis na bumaba ang anunsyo. Live na ang Mainnet Beta, ang Vault #SDK ay ipini-ship, at ang listahan ng partner ay parang may naggawa ng homework—Chainalysis, EigenLayer, Succinct, RedStone, Credora, Vaults.fyi. Sa papel, ito ay isa sa mga mas seryosong infrastructure launches sa #defi buwang ito.
Sa tingin ko, hindi ibig sabihin niyan ay tapos na ang problema. Sa tingin ko, ibig sabihin lang nito ay nagsisimula na ang pinakamahirap na bahagi.
Tama ang ideya, sa totoo lang
Hayaan kong sabihin muna nang malinaw iyon, dahil ang natitira sa bagay na ito ay hihipo at tutusok sa mga puntong iyon.
I-Python SDK kubayili. Ngesikhathi sengiqalile ukuhlola @OpenGradient into eyodwa egqame kakhulu kwakuyi-Python SDK yayo. Uma wake wakha okuthile ngePython uzokwazi ukuthi i-SDK ingawenza lula kangakanani umsebenzi wokuthuthukisa. Esikhundleni sokukhathazeka ngemininingwane yobuchwepheshe ngayinye, onjiniyela bangachitha isikhathi esiningi kwakha futhi benze ukuhlola imibono yabo. Yilokho engikuthandayo ngale ndlela $OPG . I-Python SDK yakhelwe ukusiza onjiniyela ukuthi bahlanganyele nenethiwekhi futhi bakhe Izinhlelo ze-AI ngaphandle kokuqala kusukela ekuqaleni. Ngicabanga ukuthi amathuluzi afana nalawa abalulekile ngoba anciphisa umgoqo wokungena. Akudingekile ukuba usungule yonke into kabusha ukuze nje uzame nge-AI. Uma kulula ukwakha, abantu abaningi bayozimisela ukudala izinhlelo ezintsha. Kimi, iphrojekthi akukhona nje kuphela ngobuchwepheshe; futhi imayelana nolwazi enikeza onjiniyela. Amathuluzi amahle angenza umehluko omkhulu. #OPG #opg #python #sdk #BTC☀ 💭 Uma ubusebenza iphrojekthi ye-AI namuhla, ubungakhetha iPython noma enye ulimi lokuhlela?
I-Python SDK kubayili.

Ngesikhathi sengiqalile ukuhlola @OpenGradient into eyodwa egqame kakhulu kwakuyi-Python SDK yayo.

Uma wake wakha okuthile ngePython uzokwazi ukuthi i-SDK ingawenza lula kangakanani umsebenzi wokuthuthukisa.

Esikhundleni sokukhathazeka ngemininingwane yobuchwepheshe ngayinye, onjiniyela bangachitha isikhathi esiningi kwakha futhi benze ukuhlola imibono yabo.

Yilokho engikuthandayo ngale ndlela $OPG .

I-Python SDK yakhelwe ukusiza onjiniyela ukuthi bahlanganyele nenethiwekhi futhi bakhe Izinhlelo ze-AI ngaphandle kokuqala kusukela ekuqaleni.

Ngicabanga ukuthi amathuluzi afana nalawa abalulekile ngoba anciphisa umgoqo wokungena. Akudingekile ukuba usungule yonke into kabusha ukuze nje uzame nge-AI. Uma kulula ukwakha, abantu abaningi bayozimisela ukudala izinhlelo ezintsha.

Kimi, iphrojekthi akukhona nje kuphela ngobuchwepheshe; futhi imayelana nolwazi enikeza onjiniyela. Amathuluzi amahle angenza umehluko omkhulu.

#OPG #opg #python #sdk #BTC☀

💭 Uma ubusebenza iphrojekthi ye-AI namuhla, ubungakhetha iPython noma enye ulimi lokuhlela?
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