Discover and read the best of Twitter Threads about #dag
Most recents (24)
Well @Justin_Bons that is why $DAG exists 😉
Let's explore together how @Conste11ation validates data at the edge and why Metagraphs are the perfect solution for integrating AI with Blockchain
#edgecomputing #EdgeData #BigData
Ready set go 🚀
Down the #HGTP rabbit hole 👇
Let's explore together how @Conste11ation validates data at the edge and why Metagraphs are the perfect solution for integrating AI with Blockchain
#edgecomputing #EdgeData #BigData
Ready set go 🚀
Down the #HGTP rabbit hole 👇
AI is only as good as its data. With the rise of IoT devices and real-time data processing, the need for efficient and scalable edge computing solutions is paramount. Enter HGTP and Metagraphs by @Conste11ation $DAG #AI #EdgeComputing
Those fading $DAG gonna regret it!
why?
@Conste11ation is not just a Layer Zero protocol; it's a game-changer in the world of distributed ledger technology (DLT).
why?
@Conste11ation is not just a Layer Zero protocol; it's a game-changer in the world of distributed ledger technology (DLT).
Its modular blockchains provide a more scalable, flexible, and efficient alternative to traditional monolithic blockchains.
By separating the tasks of consensus, execution, and data availability, Constellation allows for greater throughput and can better adapt to the specific needs of different applications.
Es clave analizar proyectos punteros en tecnología de cara al próximo bullmarket
Una de mis apuestas personales es $AZERO
Hoy os traigo un análisis fundamental de este gran proyecto al completo
Dentro hilo🧵
Una de mis apuestas personales es $AZERO
Hoy os traigo un análisis fundamental de este gran proyecto al completo
Dentro hilo🧵
$AZERO es un proyecto que llevo siguiendo desde que salió a mercado.
Han tenido una gran robustez en bear marker y no han parado de crecer.
INDICE DE TODO LO QUE VAMOS A VER
⬇️⬇️⬇️
Han tenido una gran robustez en bear marker y no han parado de crecer.
INDICE DE TODO LO QUE VAMOS A VER
⬇️⬇️⬇️
Aleph Zero es una blockchain pública que tiene como objetivo resolver el trilema (lo vimos en el hilo de ayer)
1️⃣Emplea un consenso #PoS rotativo para aumentar la #Descentralización.
2️⃣Utiliza 2 tipos de #DLT que la hacen más escalable: #DAG + #Blockchain
3⃣Privacidad… twitter.com/i/web/status/1…
1️⃣Emplea un consenso #PoS rotativo para aumentar la #Descentralización.
2️⃣Utiliza 2 tipos de #DLT que la hacen más escalable: #DAG + #Blockchain
3⃣Privacidad… twitter.com/i/web/status/1…
$DAG 🧵
@Conste11ation & #Metagraphs: Modular Blockchain for Massive Adoption
1/10
Constellation is a scalable, interoperable blockchain based on #DAG & metagraphs, designed for efficient #data processing, adapting to diverse industries & applications.
@Conste11ation & #Metagraphs: Modular Blockchain for Massive Adoption
1/10
Constellation is a scalable, interoperable blockchain based on #DAG & metagraphs, designed for efficient #data processing, adapting to diverse industries & applications.
2/10 #Modularity:
@Conste11ation's modular design enables custom components like consensus algorithms, cryptographic schemes & data structures, catering to specific requirements.
@Conste11ation's modular design enables custom components like consensus algorithms, cryptographic schemes & data structures, catering to specific requirements.
3/10 #Metagraphs:
Metagraphs extend traditional smart contract functionality, providing flexibility & adaptability for complex data structures & various use cases.
Metagraphs extend traditional smart contract functionality, providing flexibility & adaptability for complex data structures & various use cases.
0/ @SuiNetwork is valued at USD 2 BILLION & is close to launching a mainnet able of processing >100'000 TPS 🚀
NO AIRDROP but the $SUI TSUNAMI is still coming and YOU should get ready to surf it in 2023 🌊🏄♂️
so time to DYOR 📚🔍
ALPHA-packed GIGA research 🧵 on #Sui (0/47) 💧
NO AIRDROP but the $SUI TSUNAMI is still coming and YOU should get ready to surf it in 2023 🌊🏄♂️
so time to DYOR 📚🔍
ALPHA-packed GIGA research 🧵 on #Sui (0/47) 💧
1/ contents:
🖥️ Move Language (2-8)
🤝 Consensus Mechanism (9-16)
⛓ Parallel Execution (17-20
💾 Data Storage Fund (21-23)
⛽️ Gas Pricing Mechanism (24-26)
🪙 Tokenomics (27-32)
⚖️ Governance (33)
💼 Team & Funding (34-38)
🌐 Ecosystem (39-44)
🔍 Conclusion (45-47)
🖥️ Move Language (2-8)
🤝 Consensus Mechanism (9-16)
⛓ Parallel Execution (17-20
💾 Data Storage Fund (21-23)
⛽️ Gas Pricing Mechanism (24-26)
🪙 Tokenomics (27-32)
⚖️ Governance (33)
💼 Team & Funding (34-38)
🌐 Ecosystem (39-44)
🔍 Conclusion (45-47)
0/ being able to process 160'000 TPS & <1s TTF, @Aptos_Network might be the fastest L1 out there 🚀
born out of @Meta's #Diem project, well funded and with a fast growing ecosystem, $APT is one of the alts to watch in 2023 📈👀
ALPHA-packed GIGA research 🧵 on #Aptos (0/62) 👇
born out of @Meta's #Diem project, well funded and with a fast growing ecosystem, $APT is one of the alts to watch in 2023 📈👀
ALPHA-packed GIGA research 🧵 on #Aptos (0/62) 👇
1/ contents:
🖥️ Move Language (2-5)
⚖️ Consensus: Proof of Stake (6-16)
🔀 Consensus: Narwhal and Tusk (17-25)
⛓ Parallel Execution (26-33)
🔒 Security Features (34-39)
🪙 Tokenomics (40-46)
🗳 Governance (47)
💼 Team & Funding (48-53)
🌐 Ecosystem (54-59)
🔍 Conclusion (60-62)
🖥️ Move Language (2-5)
⚖️ Consensus: Proof of Stake (6-16)
🔀 Consensus: Narwhal and Tusk (17-25)
⛓ Parallel Execution (26-33)
🔒 Security Features (34-39)
🪙 Tokenomics (40-46)
🗳 Governance (47)
💼 Team & Funding (48-53)
🌐 Ecosystem (54-59)
🔍 Conclusion (60-62)
[1/12] 🧵 @Conste11ation ( $DAG) is a highly scalable and secure distributed ledger technology (DLT) that achieves zero/low trust interaction platforms, peer-to-peer (P2P) internet overlay protocols, and platform-neutral computation description language. Let's dive in! 🚀
[2/12] 🔐Zero/Low Trust Interaction Platforms (Shared Security):
@Conste11ation creates a shared security environment through its L0 consensus mechanism. L0 allows metagraphs (custom consensus apps) to maintain their own L1 layer while sharing L0 security with the global network.
@Conste11ation creates a shared security environment through its L0 consensus mechanism. L0 allows metagraphs (custom consensus apps) to maintain their own L1 layer while sharing L0 security with the global network.
[3/12] 🌐This shared security model reduces the need for trust as metagraphs inherit the security of the global L0 network. It's similar to Polkadot's shared security model, where parachains share security provided by the relay chain. #cryptocurrency #DAG
1/🔍SEC Chairman Gensler suggests Proof-of-Stake (PoS) tokens may be securities under the Howey Test, but @Conste11ation's $DAG with Proof-of-Reputable-Observation (PRO) evades this definition. Let's dive in!🧵
coindesk.com/policy/2023/03…
coindesk.com/policy/2023/03…
2/💡PoS tokens raise concerns as investors expect returns by purchasing and staking tokens. However, in @Conste11ation's PRO, tokens are bonded to increase the reputation of a node, not directly tied to utility.
3/📈With $DAG, tokens are directly tied to bandwidth, not mere staking for returns. This distinction separates $DAG from other PoS tokens and potentially keeps it out of the SEC's securities classification.
1/🌐 Data derivatives on @NasdaqExchange, powered by @Conste11ation Hypergraph $DAG, can revolutionize financial markets. Let's explore why Constellation is the perfect network for it:
2/⚡️ Speed & Scalability: Hypergraph technology enables high throughput for rapid processing of vast data, which is crucial for efficient data derivatives trading on #NASDAQ.
3/🔒 Security & Validation: Decentralized consensus ensures secure, tamper-proof data transmission, maintaining the integrity of data derivatives in financial markets.
Aleph Zero is the blockchain that prioritizes privacy and solves the shortcomings of most distributed ledger tech platforms.
The game-changing blockchain is built with customizable business solutions in mind.
Let’s dive in👇🏼🧵
The game-changing blockchain is built with customizable business solutions in mind.
Let’s dive in👇🏼🧵
Aleph Zero is a public blockchain that prioritizes privacy and solves the shortcomings of currently distributed ledger tech platforms. It's faster, more scalable, and more secure thanks to a custom algorithm that utilizes #DAG technology.
#Aleph Zero's hub and spoke model allows businesses to interact with each other in a trustless manner while maintaining their own private network. Validation times are always fast, no matter how many transactions happen.
Impressive, right?
Impressive, right?
How to get $BLUR airdrop for free. An autopsie: (@WuBlockchain)
Twitter user FreeBlock shared his experience of earning millions by participating in the third round of Blur’s airdrop program through various bidding strategies in a scientific manner.
Twitter user FreeBlock shared his experience of earning millions by participating in the third round of Blur’s airdrop program through various bidding strategies in a scientific manner.
1 By monitoring the memory pool, if there is an offer transaction that accepts his bid, he will use higher gas fees to withdraw the bid account balance, causing the transaction to fail (high feasibility);
2 With the restriction that #NFTs cannot be traded within 3 hours of going live on Blur, bids can be confidently placed (not a key strategy);
With #smartcontracts on the scalable and feeless #Shimmer network, we will see the rise of frictionless, decentralized and scalable #web3 economies. 🚀
We gathered our six major use cases for you! 🧵👇
We gathered our six major use cases for you! 🧵👇
1) Energy management
Shimmer is well suited for energy markets, real-time data management and moving #carboncredit or #renewable energy certificates without transaction costs.
Shimmer is well suited for energy markets, real-time data management and moving #carboncredit or #renewable energy certificates without transaction costs.
2) Digital Identity
Shimmer is ideal for #NFTs, native tokens and smart contracts to interact with digital identities. Identities can control other identities, which enables flexible modeling.
Shimmer is ideal for #NFTs, native tokens and smart contracts to interact with digital identities. Identities can control other identities, which enables flexible modeling.
Going into 2023 I'm set to find promising altcoin for the next #BullRun 🚀
One interesting point is the fusion between #DAG and blockchain
That's why I decided to write a deep-dive thread on $AZERO 👇
1/20 🧵
One interesting point is the fusion between #DAG and blockchain
That's why I decided to write a deep-dive thread on $AZERO 👇
1/20 🧵
2/
What is this thread about? 🧵
$AZERO cutting-edge technology is a hybrid of blockchain and directed acyclic graph, #DAG ⛓️
It has a unique set of privacy smart contracts
Users can choose what data to share with the public while still maintaining their privacy 👁️
What is this thread about? 🧵
$AZERO cutting-edge technology is a hybrid of blockchain and directed acyclic graph, #DAG ⛓️
It has a unique set of privacy smart contracts
Users can choose what data to share with the public while still maintaining their privacy 👁️
3/
Here is what the thread covers:
1️⃣ What is @Aleph__Zero
2️⃣ #DAG
3️⃣ Privacy and Liminal
4️⃣ Use-cases
5️⃣ The Team
Here is what the thread covers:
1️⃣ What is @Aleph__Zero
2️⃣ #DAG
3️⃣ Privacy and Liminal
4️⃣ Use-cases
5️⃣ The Team
More or less a year ago the #IOTA Foundation announced two new networks.
#Shimmer a staging network and #Assembly a permissionless Layer2 network building on top of #IOTA.
Let's put together everything we know and speculate about their adoption and price.
A👇🧵
1/44
#Shimmer a staging network and #Assembly a permissionless Layer2 network building on top of #IOTA.
Let's put together everything we know and speculate about their adoption and price.
A👇🧵
1/44
Okay so first we need to get a little bit of an overview of everything #IOTA.
We need to separate between networks and technology upgrades. This is necessary to keep a clear picture of everything we will talk about in this Thread
2/44
We need to separate between networks and technology upgrades. This is necessary to keep a clear picture of everything we will talk about in this Thread
2/44
[1/🧵] I've been reading a lot about #XRPL #scalability recently.
Let me quickly go through how #XRPL performs and #scales on these metrics:
▶️ Scale up "vertically"
▶️ Scale out "horizontally"
▶️ High volume & High value TX
▶️ High value & Low speed
Let me quickly go through how #XRPL performs and #scales on these metrics:
▶️ Scale up "vertically"
▶️ Scale out "horizontally"
▶️ High volume & High value TX
▶️ High value & Low speed
[2/17] 👉 Asynchronous TX speed—Scale up "vertically"
In contrast to #DAG-based systems, which operate in "chaotic order" and execute transactions in parallel, the #XRPL validates transactions in canonical transaction order—one Ledger at a time.
🔗 bitcoin.stackexchange.com/questions/7857…
. . .
In contrast to #DAG-based systems, which operate in "chaotic order" and execute transactions in parallel, the #XRPL validates transactions in canonical transaction order—one Ledger at a time.
🔗 bitcoin.stackexchange.com/questions/7857…
. . .
[3/17] . . .
❓ The approach for #DLT/#Blockchain-based systems such as #XRPL:
☑️ "Payment Channels"
🧐 It's a sophisticated feature for transmitting "asynchronous" #XRP #payments that may be broken into extremely small amounts and paid in total order afterwards.
. . .
❓ The approach for #DLT/#Blockchain-based systems such as #XRPL:
☑️ "Payment Channels"
🧐 It's a sophisticated feature for transmitting "asynchronous" #XRP #payments that may be broken into extremely small amounts and paid in total order afterwards.
. . .
The #IOTA community has been lately very impatient about the release of the #ShimmerEVM which follows the #Stardust upgrade.
But what is #Stardust? What is #ShimmerEVM? What do they bring to #IOTA / #Shimmer and why are people so excited about it?
A 🧵👇 (1/33)
But what is #Stardust? What is #ShimmerEVM? What do they bring to #IOTA / #Shimmer and why are people so excited about it?
A 🧵👇 (1/33)
While trying to put a thread together on the different #IOTA ecosystem networks and their respective usecase, i realized we first need to get a in depth understanding of #Stardust and #ShimmerEVM. So let's not waste time and dive right into this 🐰🕳️
(2/33)
(2/33)
✨ Visualize your pipelines as beautiful graphs of connected stages using “dvc dag” command.
Here's different types of graphs you can explore 🗺️
✅ Full DAG
➡️ DAG of outputs
🧜♀️ Mermaid flowchart
⚪️ DOT format
📣 Verbose
@Iterativeai @DVCorg
#data #pipeline #dag
🧵[1/7]
Here's different types of graphs you can explore 🗺️
✅ Full DAG
➡️ DAG of outputs
🧜♀️ Mermaid flowchart
⚪️ DOT format
📣 Verbose
@Iterativeai @DVCorg
#data #pipeline #dag
🧵[1/7]
✅ Full DAG
“dvc dag --full” shows the full DAG that the target stage belongs to, instead of showing only its ancestors.
🧵[2/7]
“dvc dag --full” shows the full DAG that the target stage belongs to, instead of showing only its ancestors.
🧵[2/7]
➡️ DAG of outputs
“dvc dag --outs” shows a DAG of chained dependencies and outputs instead of the stages themselves.
🧵[3/7]
“dvc dag --outs” shows a DAG of chained dependencies and outputs instead of the stages themselves.
🧵[3/7]
Yesterday @jonastheis_ joined a space with @CryptoMiners_Co and talked about #IOTA 2.0
He did provide very valuable information about the development of #IOTA2, that i want to put together for you.
Link to the space:
twitter.com/i/spaces/1Mnxn…
🧵👇
He did provide very valuable information about the development of #IOTA2, that i want to put together for you.
Link to the space:
twitter.com/i/spaces/1Mnxn…
🧵👇
1/40
Let's start with an overview about everything #IOTA.
The #IOTA Ecosystem consists of 2 live networks 🌐🟢
and one running development network 🌐🟠
1) 🟢 The #IOTA 1.5 Network
2) 🟢 The #Shimmer Staging Network
3) 🟠 The #IOTA2 Development Network
Let's start with an overview about everything #IOTA.
The #IOTA Ecosystem consists of 2 live networks 🌐🟢
and one running development network 🌐🟠
1) 🟢 The #IOTA 1.5 Network
2) 🟢 The #Shimmer Staging Network
3) 🟠 The #IOTA2 Development Network
2/40
1) The IOTA 1.5 Network is the acutal running #IOTA network. The token is $MIOTA. It still has a coordinator (COO). A centralized unit issuing milestones in the dag. This network is able to perform value and data transactions. It has no #SmartContracts (sc) and no #NFTs yet
1) The IOTA 1.5 Network is the acutal running #IOTA network. The token is $MIOTA. It still has a coordinator (COO). A centralized unit issuing milestones in the dag. This network is able to perform value and data transactions. It has no #SmartContracts (sc) and no #NFTs yet
🦉 Here’s a quick brief from Iterative Community👇
🪐 GitHub Universe
🤝 Hacktoberfest Contributions
📹 Closure Session 2 event
♾️ CML at NeurIPS
🇬🇧 MLOps Summit London
🇺🇸 ODSC West
@Iterativeai @DVCorg
#mlOps #data #pipeline #dag
🧵[1/8]
🪐 GitHub Universe
🤝 Hacktoberfest Contributions
📹 Closure Session 2 event
♾️ CML at NeurIPS
🇬🇧 MLOps Summit London
🇺🇸 ODSC West
@Iterativeai @DVCorg
#mlOps #data #pipeline #dag
🧵[1/8]
🪐 Dmitry at GitHub Universe
Dmitry Petrov (@FullStackML) spoke at #GitHubUniverse on “ML with Git: experiment tracking in Codespaces” on 8th November.
He presented how to use the DVC extension for VS Code and Codespaces to streamline ML experimentation process.
🧵[2/8]
Dmitry Petrov (@FullStackML) spoke at #GitHubUniverse on “ML with Git: experiment tracking in Codespaces” on 8th November.
He presented how to use the DVC extension for VS Code and Codespaces to streamline ML experimentation process.
🧵[2/8]
🤝 Hacktoberfest Contributions
Huge thanks to @francesco086, vvssttkk, and @DeepyamanDatta for their contributions!
We are sending personalized shirts to them.
Special thanks to @mertbozkirr for leading the Hacktoberfest charge!
🧵[3/8]
Huge thanks to @francesco086, vvssttkk, and @DeepyamanDatta for their contributions!
We are sending personalized shirts to them.
Special thanks to @mertbozkirr for leading the Hacktoberfest charge!
🧵[3/8]
Crypto Has A Bad Name Because:
1. 99% of #DLT Tokens Are Scams W/ No Utility🚨
2. 79% of Crypto Influencers Are💰Motivated & Invest On Hype
3. Mainstream Media Says It's💩
This Should NOT Distract You From The Technology Transformation Currently Taking Place.
-A 🧵 of Threads-
1. 99% of #DLT Tokens Are Scams W/ No Utility🚨
2. 79% of Crypto Influencers Are💰Motivated & Invest On Hype
3. Mainstream Media Says It's💩
This Should NOT Distract You From The Technology Transformation Currently Taking Place.
-A 🧵 of Threads-
I hope you can set some time aside to research!
I donated 5 hours to create this🧵to help others see topics around new era technology. 🧠
As I am tired of Mainstream Media covering up important things around the future of our global monetary system.
I donated 5 hours to create this🧵to help others see topics around new era technology. 🧠
As I am tired of Mainstream Media covering up important things around the future of our global monetary system.
1. Research Technology & DLT Projects With Real🌎Utility
Not Up Hyped Meme Coins ⛓
The content I cover is:
• CBDC's
• Crypto
• IoT + IoV
• Big Data
• Payments
• Innovation
• Paperless Trade
• DLT Interoperability
• Payment infrastructure
• Industry 4.0 Technology
Not Up Hyped Meme Coins ⛓
The content I cover is:
• CBDC's
• Crypto
• IoT + IoV
• Big Data
• Payments
• Innovation
• Paperless Trade
• DLT Interoperability
• Payment infrastructure
• Industry 4.0 Technology
🦉 Here’s some exciting news brief this month from Iterative Community 👇
🤝 October Meetup
🎉 Hacktoberfest
🐲 DVC-Hydra Integration
♾️ CML in Research
📄 DVC Wikipedia Page
@Iterativeai @DVCorg
#mlOps #data #pipeline #dag
🧵 [1/7]
🤝 October Meetup
🎉 Hacktoberfest
🐲 DVC-Hydra Integration
♾️ CML in Research
📄 DVC Wikipedia Page
@Iterativeai @DVCorg
#mlOps #data #pipeline #dag
🧵 [1/7]
🤝 October Meetup
@NadiaIIT presented her team's research on Collaboration Challenges in Building ML-Enabled Systems in the October Meetup. If you missed it, visit .
🧵 [2/7]
@NadiaIIT presented her team's research on Collaboration Challenges in Building ML-Enabled Systems in the October Meetup. If you missed it, visit .
🧵 [2/7]
🎉 Hacktoberfest
Contributions are pouring in, as Hacktoberfest proceeds. Find out all the issues with #hacktoberfest tags in our repos.
🧵 [3/7]
Contributions are pouring in, as Hacktoberfest proceeds. Find out all the issues with #hacktoberfest tags in our repos.
🧵 [3/7]
$DAG is looking to redefine Web3 interoperability with L0 consensus.
Secure, feeless, decentralized and infinitely scalable.
but what is a L0 and how would that even work?
Secure, feeless, decentralized and infinitely scalable.
but what is a L0 and how would that even work?
Constellation (DAG) is a protocol that uses a directed acyclic graph architecture to achieve a consensus that is, in theory, capable of infinite scalability.
How @Ripple is becoming a huge part of payment systems in the UK / Europe & USA and soon the rest of the world 🌎
through @ModulrFinance & @volantetech
Thread 🧵👇
#XRP #XRPCommunity #ripple #DLT #iso20022 #allthemoney
through @ModulrFinance & @volantetech
Thread 🧵👇
#XRP #XRPCommunity #ripple #DLT #iso20022 #allthemoney
I’ll start with “Faster payments”
Faster payments is the new payment system we use in our mobile banking apps when sending money in the UK.
Anyone that sends money from one bank to another goes through faster payments (FPS)
Faster payments is the new payment system we use in our mobile banking apps when sending money in the UK.
Anyone that sends money from one bank to another goes through faster payments (FPS)
I stumbled across faster payments a while ago when I sent a friend money and my Halifax app shown it said “faster payments ongoing”
That’s when I started to dig and stumbled across @ModulrFinance ..
That’s when I started to dig and stumbled across @ModulrFinance ..
$AZERO may be one of the most talked about altcoins at the moment.
• DAG Hybrid blockchain
• Privacy Smart Contracts
• 3RD FEATURE
Let's find out what all the hype is about!
Strap in 🕵️♂️ Alpha Connoisseur
1/23 🧵
• DAG Hybrid blockchain
• Privacy Smart Contracts
• 3RD FEATURE
Let's find out what all the hype is about!
Strap in 🕵️♂️ Alpha Connoisseur
1/23 🧵
$AZERO Token Overview:
・Price: $1.20
・ICO price: $0.1 USD
・MC: +$200m
・ATH: $3.06
・Circulating Supply: 76m $AZERO
・Holders: 32k
~800 Smart contracts up on mainnet and the first IDO launchpad and #NFT projects are starting to appear.
2/23 🧵
・Price: $1.20
・ICO price: $0.1 USD
・MC: +$200m
・ATH: $3.06
・Circulating Supply: 76m $AZERO
・Holders: 32k
~800 Smart contracts up on mainnet and the first IDO launchpad and #NFT projects are starting to appear.
2/23 🧵
3/ What I'll cover in this thread:
✖️ What is $AZERO
✖️ DAG Hybrid blockchain
✖️ Privacy Smart Contracts
✖️ Team
✖️ ICO & Tokenomics Distribution
✖️ Community and Marketing
✖️ Partnerships
✖️ Future Roadmap
✖️ Use Cases
✖️ Unlocks
Let's take a look🕵️♂️
3/23 🧵
✖️ What is $AZERO
✖️ DAG Hybrid blockchain
✖️ Privacy Smart Contracts
✖️ Team
✖️ ICO & Tokenomics Distribution
✖️ Community and Marketing
✖️ Partnerships
✖️ Future Roadmap
✖️ Use Cases
✖️ Unlocks
Let's take a look🕵️♂️
3/23 🧵
