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Web3 - Defi, Data, Degen

Defi, Data, Degen

Nov 13

Getting the Sui Latest Object States

How “Latest State” Works on SuiThe latest-state pattern is one of the most important techniques for anyone working with Sui object data. This technique generalizes to every Sui object type and forms the backbone for any analysis rooted in the chain’s actual state. Every asset—whether a coin, NFT, or protocol object—exists as a Move object that evolves through a sequence of versions. Each mutation creates a new version, deleted objects remain visible with object_status = 'Deleted', and there i...

Defi, Data, Degen

Nov 12

Calculating Coin Transfers on Sui with Dune

OutlineMental Model of Sui ObjectsQuerying USDC Coin Transfers on DuneTransfer HeuristicsQuery OptimizationsThis post shows how to calculate USDC transfers on the Sui blockchain using Dune’s Trino SQL engine. Sui is object-centric - meaning that every object has their own lifecycle, ownership history, versioning, and special object type data. This means that coins and addresses on Sui are also Move objects. To calculate balance transfers, we must compare the state of multiple coin objects, no...

Defi, Data, Degen

Aug 22

LLM-Enabled Data Pipeline for Analyzing Smart Contracts (Featuring Move Packages)

This article presents an AI-powered, LLM-enabled data pipeline for smart contract analytics on the Sui blockchain. Using Snowflake, it curates structured event and object catalogues from 95k+ Move packages, enabling LLMs to perform on-chain data analysis at scale. The pipeline automates SQL generation for DeFi metrics like trading volume, funding rates, DAUs, and open interest, showcasing a scalable approach to blockchain data pipelines.

Defi, Data, Degen

Nov 13

Getting the Sui Latest Object States

Defi, Data, Degen

Nov 12

Calculating Coin Transfers on Sui with Dune

Defi, Data, Degen

Aug 22

LLM-Enabled Data Pipeline for Analyzing Smart Contracts (Featuring Move Packages)

Defi, Data, Degen

Aug 22

LLM-Enabled Data Pipeline for Analyzing Smart Contracts (Featuring Move Packages)

Defi, Data, Degen

Aug 22

LLM-Enabled Data Pipeline for Analyzing Smart Contracts (Featuring Move Packages)

Defi, Data, Degen

Dec 18

Data Observability with Sentio Pipelines

Sentio Referral Code: Reach out to @is_ye in the sentio telegram chat and give the referral code evandekim2025 for a 20% discount for Sentio subscription! IntroSentio is a game-changing development platform that enables end-to-end data observability for web3 data pipelines. The platform provides a fully integrated, hosted experience that combines modern monitoring, alerting, and debugging capabilities. What makes Sentio particularly powerful is its real-time processing architecture: developer...

Defi, Data, Degen

May 12

Past Writings

defi, data, degen, mev, math

Defi, Data, Degen

Dec 18

Data Observability with Sentio Pipelines

Defi, Data, Degen

May 12

Past Writings

defi, data, degen, mev, math

Defi, Data, Degen

May 12

Past Writings

defi, data, degen, mev, math

Defi, Data, Degen

May 12

Past Writings

defi, data, degen, mev, math

Defi, Data, Degen

Nov 12

Calculating Coin Transfers on Sui with Dune

Defi, Data, Degen

Nov 12

Calculating Coin Transfers on Sui with Dune

Defi, Data, Degen

Nov 13

Getting the Sui Latest Object States

Defi, Data, Degen

Nov 13

Getting the Sui Latest Object States