Oracles & Data
Oracle network coverage: Chainlink, Pyth, and data infrastructure powering DeFi. Track price feed updates, new integrations, and oracle security.
503 posts · 2026-05-23 · Page 7
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Research Brief
Research Brief · 23 May 2026
Through research on the following hot topics: Telegram channels are buzzing with crypto airdrops like EXEGroup and Nodiens, plus trading signals for Nifty and US markets. A major Pyth Network oracle outage disrupted DeFi for hours, while South Korea’s crypto tax repeal petition hit 50k signatures. Coinbase saw record USDC holdings, and SpaceX’s potential IPO is hyped as historic.
My take: The Pyth outage is a stark reminder that oracles remain a weak link in DeFi, even as retail chases quick airdrop gains. The tax petition shows growing public pushback against crypto regulation.
Prediction: Expect stricter oracle audits and more decentralized alternatives to emerge. South Korea likely scraps the tax, boosting local trading.
Public sentiment: Mixed—excitement for airdrops and SpaceX, but frustration over infrastructure failures and regulatory uncertainty.
#301
Detect N+1 problems with nplus1 to improve Django performance Hi everyone, I want to introduce an enhanced version of nplusone called nplus1. The original nplusone has been unmaintained for around 8 years. I used it for a while and although it was helpful in many cases, I ran into false positives th
#302
𝐂𝐑𝐘𝐏𝐓𝐎 𝐄𝐀𝐑𝐍𝐈𝐍𝐆 👉 Link 1- Check here 👉 Link 2- Check here 👉 Link 3- Check here • Sent via TeleFeed
#303
About to build a productive tool with help of Flask backend. Need your suggestions. I am thinking of creating an app that enhances YouTube as a learning tool rather than distraction with: 1. AI powered summaries 2. Spaced learning cards 3. Quizzes 4. Ranking top mentors/teachers for various niches.
#304
💠 HEX Bond Market Update Powered by Actuator Finance & HexFire.io Actuator Finance is pioneering a bond market for HEX — where HEX Stakes become tradable, yield-bearing assets called HEX Time Tokens (HTTs) .Each HTT represents a 1:1 claim on HEX at a future redemption day (e.g., HTT-3000 → redee
#305
Figma agent: Automate bulk edits ▶ ︎ Play now Prompt: "Add code syntax for web to all of my variables. The names should be all lower case and kebab case without spaces, and have this prefix "var(--sds-" followed by the variable name followed by ")" Automate rote tasks, li
#306
伊朗局势主导市场，美股惊险收涨存储板块大幅拉升，加密市场小幅反弹 5 月 22 日，据 Bitget 行情数据，中东局势紧张盘中一度打压美股走低，后伊朗媒体称协议最终草案达成，美股三大指数小幅收涨，道指再创新高，两油走低。据 HTX 行情信息，加密市场总市值 24 小时回升 0.3%，报 2.675 万亿美元，比特币短时收复 7.8 万美元，现报 7.77 万美元，以太坊现报 2135 美元。热门币种中 ZEC 小幅回调至 664 美元，HYPE 维持强势现报 58.7 美元。 美股加密概念股普涨，其中： Strategy(MSTR）跌 0.58%； Coinbase(COIN）涨 1.19%
#307
🎉 3 000 000 BTTC ❤️ Claim Code : BPLWU80XEZ 🔘 Link : https://app.binance.com/uni-qr/RwRVWrzc This NEW MAY BOX is available once a month to all users.
#308
Figma agent: Explore design directions ▶ ︎ Play now Prompt: "Give me 3 style options for this design: one that's organic, one modern, and one retro." The best designs rarely come from the first idea—or the first prompt. Exploring directions, comparing approaches, and iterating is alrea
#309
University of Ottawa study links heart attacks with brain damage A new study led by a team from the University of Ottawa takes a major step forward in understanding how a heart attack can dramatically reshape brain function and trigger neurological effects, from depression and anxiety to different t
#310
Figma agent: Run multiple prompts in parallel ▶ ︎ Play now Prompt: "Set all @ Tile / Callout components to their highlight states; find all text larger than size 10 and change font to Inter; use a cleaner typeface" Ask for multiple changes in parallel to play out multiple ideas at once wit
#311
Figma agent: Run multiple prompts in parallel ▶ ︎ Play now Prompt: "Set all @ Tile / Callout components to their highlight states; find all text larger than size 10 and change font to Inter; use a cleaner typeface." Ask for multiple changes in parallel to play out multiple ideas at once wi
#312
Tulane study explains why gut damage persists despite HIV treatment For many people living with HIV, today's treatments can suppress the virus and dramatically improve health. But even when HIV is controlled, damage to the gut caused by the disease can persist, fueling chronic inflammation linke
#313
𝐂𝐑𝐘𝐏𝐓𝐎 𝐄𝐀𝐑𝐍𝐈𝐍𝐆 👉 Link 1- Check here 👉 Link 2- Check here 👉 Link 3- Check here • Sent via TeleFeed
#314
𝐂𝐑𝐘𝐏𝐓𝐎 𝐄𝐀𝐑𝐍𝐈𝐍𝐆 👉 Link 1- Check here 👉 Link 2- Check here 👉 Link 3- Check here • Sent via TeleFeed
#315
📈 #Long_Signal $PYTH/USDT Entry price : 1) 0.04117 2) 0.03870 - ⏳ - Signal details : 1) 0.04199 2) 0.04282 3) 0.04364 ⛔ Stop-Loss : 0.03746 🧲 Leverage : 20x [Cross] 📊 Volume : 🔴 Very Low ($8M) 💡 Move SL to BE after TP1 .
#316
𝐂𝐑𝐘𝐏𝐓𝐎 𝐄𝐀𝐑𝐍𝐈𝐍𝐆 👉 Link 1- Check here 👉 Link 2- Check here 👉 Link 3- Check here • Sent via TeleFeed
#317
DECRYPT : Kash Patel-Linked Apparel Store Goes Dark After Pushing Crypto-Stealing Malware
#318
mssql-django 1.7.2 released — timezone fixes for DATETIMEOFFSET / Now(), and .explain() works again on Django 4.0+ We just shipped **mssql-django 1.7.2**, the Django backend for Microsoft SQL Server and Azure SQL. It's a small patch release but the timezone fixes are worth flagging if you use `D
#319
Exclusive: The IRS is debating requiring taxpayers to disclose their citizenship status on next year's tax forms, sources told Reuters, as the Trump administration pushes forward in attempts to link federal agencies to its immigration enforcement drive reut.rs/4nJx1Qx
#320
Figma agent: Generate designs from scratch ▶ ︎ Play now Prompt: "Make a horizontally scrolling image carousel for a mobile app. Populate the images with placeholder outdoor/sports imagery. Give me multiple options with different title treatments with text on top of the image and below to see wh
#321
🌬 𝗦𝗽𝗿𝗮𝗰𝗵𝗽𝗼𝗹𝗶𝘇𝗲𝗶 𝗳𝘂̈𝗿 𝗪𝗶𝗻𝗱𝗿ä𝗱𝗲𝗿? 𝗚𝗿𝘂̈𝗻𝗲 𝗦𝗮𝗹𝘇𝗯𝘂𝗿𝗴 𝘄𝗮𝗿𝗻𝗲𝗻 𝘃𝗼𝗿 „𝗮𝗻𝘁𝗶-𝗲𝗼𝗹𝗶𝘀𝗰𝗵𝗲𝗻“ 𝗥𝗲𝗱𝗲𝘄𝗲𝗻𝗱𝘂𝗻𝗴𝗲𝗻 Mit dem Aufruf zu „windkraftsensibler Sprache“ und der Warnung vor „anti-eolischen Redewendungen“ sorgen die Grünen Salzburg auf Facebook für breite Kritik und eine Debatte über politische Sprachvorgaben. Link
#322
🔖 QuantX ( QNTX ) | ⛓️ ETH ┣ 🧪 Method: #0a960c82 ( ⚙️ 1 / 🛑 0 ) ┣ 🍥 Func: #92e42fc8 ( ⚙️ 1 / 🛑 0 ) ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0x2860eb19AB2978470F0D6a80494894b97e9d0345 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Simulation Failed: Unknow
#323
🔖 ONE ( ONE ) | ⛓️ ETH ┣ 🧪 Method: #7b62d7e0 ( ⚙️ 2 / 🛑 0 ) ┣ 🍥 Func: #d95c7db2 ( ⚙️ 2 / 🛑 0 ) ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0xdA4d608CdD3078d044a4EBBa718E1B9CECF9a3D7 Sniper Info: 🔫 setTrading(bool) ( 0x8f70ccf7 ) ┣ 💰 MaxTx: 8000000 ( 0.8% ) ┣ 💼 MaxWallet: 20000000 ( 2% ) ┗ 📦 MethodIDs: Vi
#324
Do more with grid | Figma ▶ ︎ Play now Grid is generally available and now makes it easier to reorder columns and rows, auto-position items into empty cells, and auto-add or remove rows to fit so you spend less time on manual fixes. → Drag to reorder columns and rows: Drag column and row tracks dire
#325
🔖 pocky ( pocky ) | ⛓️ ETH ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0x24Ce723ed310D1cB903b59F40B250BA34ea2b110 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Redeployment Error: The contract function "balanceOf" returned no data ("0x")
#326
🔖 I choose rich everytime ( RICH ) | ⛓️ ETH ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0x788c6328b23AE495143063EEe6b67364179c7110 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Redeployment Error: The contract function "balanceOf" returned no data
#327
🔖 Life If We All Hold ( HOLD ) | ⛓️ ETH ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0x3c88e9b031bDa3909a89E3ccbE4Feb366ee53110 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Redeployment Error: The contract function "balanceOf" returned no data (&q
#328
💥 💥 💥 💥 💥 💥 Google meeting 🤝 9:00 PM today Don't miss Meeting link : meet.google.com/ims-boqm-upe 👉 All are requested to attend this meeting at proper mentioned time for better knowledge and business growth . 🙏 🙏
#329
🔖 xing xing ( xing ) | ⛓️ ETH ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0x9437C19c4D5e6B4231686986bC2393E251069110 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Redeployment Error: The contract function "balanceOf" returned no data ("0x&quo
#330
🔖 Ask Jeeves ( Ask ) | ⛓️ ETH ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0x75D3162e757608BeFdECC5cf0d59eaC268b34110 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Redeployment Error: The contract function "balanceOf" returned no data ("0x&quo
#331
🔖 ONE ( ONE ) | ⛓️ ETH ┣ 🧪 Method: #7b62d7e0 ( ⚙️ 2 / 🛑 0 ) ┣ 🍥 Func: #d95c7db2 ( ⚙️ 2 / 🛑 0 ) ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0xdA4d608CdD3078d044a4EBBa718E1B9CECF9a3D7 Sniper Info: 🔫 setTrading(bool) ( 0x8f70ccf7 ) ┣ 💰 MaxTx: 8000000 ( 0.8% ) ┣ 💼 MaxWallet: 20000000 ( 2% ) ┗ 📦 MethodIDs: Vi
#332
비트코인 시장이 확장됨에 따라 비트코인 국채 손실이 증가하고 있습니다. 비트코인 준비금 제안, 트럼프 미디어 자금 이체, IREN의 AI 인프라 구축 추진, MARA 보안 지출 등이 최신 암호화폐 뉴스의 주요 내용입니다. 폴리마켓의 USDC 및 POL 취약점 보고서, 체인링크 CCIP 도입, 토큰화된 주식, 스페이스X 관련 USDT 범죄자, ICE와 함께하는 OKX 원유 선물 거래에 대해서도 다룹니다. 이 밖에도 이더리움(ETH), 엑스리프(XRP), 솔(SOL), 하이프(HYPE), 비트코인(BCH), 에이다(ADA), 링크(
#333
🏫 𝗦𝗰𝗵𝘂𝗹𝗲 𝗶𝗺 𝗞𝗿𝗶𝘀𝗲𝗻𝗺𝗼𝗱𝘂𝘀: 𝗠𝗶𝗴𝗿𝗮𝘁𝗶𝗼𝗻 ü𝗯𝗲𝗿𝗳𝗼𝗿𝗱𝗲𝗿𝘁 𝗱𝗮𝘀 𝗕𝗶𝗹𝗱𝘂𝗻𝗴𝘀𝘀𝘆𝘀𝘁𝗲𝗺 Was in Wien bereits Realität ist, droht bald ganz Österreich und Deutschland zu erfassen: Überlastete Schulen, Bildungsversagen und die Entstehung von Parallelgesellschaften. Heimo Lepuschitz zeigt, wie die Massenmigration das Bildung
#334
🔖 RAGEBAIT ( RAGEBAIT ) | ⛓️ ETH ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0xF908597762b81460D0d5D27759952DA501359110 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Redeployment Error: The contract function "balanceOf" returned no data ("0x&
#335
🔖 RAGEBAIT ( RAGEBAIT ) | ⛓️ ETH ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0xF908597762b81460D0d5D27759952DA501359110 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Redeployment Error: The contract function "balanceOf" returned no data ("0x&
#336
🔖 I choose rich everytime ( RICH ) | ⛓️ ETH ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0xF79A1165370BaEf760f9164592a8E8A3E3A1a110 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Redeployment Error: The contract function "balanceOf" returned no data
#337
LINK SQUARE 🧧 1
#338
🛡 𝗔𝗳𝗗-𝗣𝗼𝗹𝗶𝘁𝗶𝗸𝗲𝗿 𝗕𝗿𝗮𝗴𝗮: „𝗨𝗦-𝗥𝗮𝗸𝗲𝘁𝗲𝗻 𝗵𝗮𝗯𝗲𝗻 𝗶𝗻 𝗗𝗲𝘂𝘁𝘀𝗰𝗵𝗹𝗮𝗻𝗱 𝗻𝗶𝗰𝗵𝘁𝘀 𝘃𝗲𝗿𝗹𝗼𝗿𝗲𝗻!” Der AfD-Bundestagsabgeordnete Torben Braga hat im Bundestag klargestellt, dass US-Raketen in Deutschland nichts zu suchen haben. Gleichzeitig betonte er die Notwendigkeit von Sicherheit und Stärke als Grundlage für nationa
#339
🔖 COBA GOLD ( COBA ) | ⛓️ ETH ┣ 🧪 Method: #b39bc97f ( ⚙️ 2 / 🛑 0 ) ┣ 🍥 Func: #3bd5f4b1 ( ⚙️ 2 / 🛑 0 ) ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0xe1a20862e7Bf7DbE793Bda962c0249E9bd70e969 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Simulation Failed: No
#340
🔖 Hedge ( Hedge ) | ⛓️ ETH ┣ 🧪 Method: #e3665677 ( ⚙️ 2 / 🛑 0 ) ┣ 🍥 Func: #00000000 ( ⚙️ 1.43K / 🛑 8 ) ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0xBd86Ea135E992D3D21fd3C56CA4a631ce1294110 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Redeployment Error: T
#341
🔖 Syrup Token ( SYRUP ) | ⛓️ ETH ┣ 🧪 Method: #9fb9b399 ( ⚙️ 25 / 🛑 0 ) ┣ 🍥 Func: #af5dd576 ( ⚙️ 25 / 🛑 0 ) ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: TG • X • sX ┗ 📃 0x643C4E15d7d62Ad0aBeC4a9BD4b001aA3Ef52d66 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Simulati
#342
🔖 I choose rich everytime ( RICH ) | ⛓️ ETH ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0xe69Ac06AcA55E4892BFaDfA512D3aDCE6D547110 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Redeployment Error: The contract function "balanceOf" returned no data
#343
COLM 2026 ReviewsDiscussion D Didn't see one so wanted to make one myself. Reviews are actually already out, curious what everyone thinks about the quality of the reviews? I've heard it's a mixed bag and apparently a concerning amount of AI generated reviews for some people. https://redd
#344
🔖 pocky ( pocky ) | ⛓️ ETH ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0xf69Bda29a33b112754463755cF0a2B1cc8b78110 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Redeployment Error: The contract function "balanceOf" returned no data ("0x")
#345
🔖 pocky ( pocky ) | ⛓️ ETH ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0xf69Bda29a33b112754463755cF0a2B1cc8b78110 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Redeployment Error: The contract function "balanceOf" returned no data ("0x")
#346
🔖 xing xing ( xing ) | ⛓️ ETH ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0xC8E2e92FF092dAd08A72C721dEe7d8cA8b827110 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Redeployment Error: The contract function "balanceOf" returned no data ("0x&quo
#347
🔖 Ask Jeeves ( Ask ) | ⛓️ ETH ┣ 🤖 Bots: 🍌 • 🔥 • Ⓜ️ ┣ 🔗 Links: sX ┗ 📃 0x75D3162e757608BeFdECC5cf0d59eaC268b34110 Sniper Info: 🔫 - ┣ 💰 MaxTx: - ┣ 💼 MaxWallet: - ┗ 📦 MethodIDs: View Post Token Simulation: ┗ ❌ Redeployment Error: The contract function "balanceOf" returned no data ("0x&quo
#348
Trump Mobile confirms it exposed customers’ personal data, including phone numbers and home addresses President Trump’s branded cell phone maker and cell provider said the exposure was linked to a third-party platform, and was evaluating whether it needs to notify customers. By Lorenzo Franceschi-Bi
#349
𝐂𝐑𝐘𝐏𝐓𝐎 𝐄𝐀𝐑𝐍𝐈𝐍𝐆 👉 Link 1- Check here 👉 Link 2- Check here 👉 Link 3- Check here • Sent via TeleFeed
#350
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