I just shared a workflow with stakeholders @sparkdotfi — get data insights directly through @claudeai + @Dune MCP, no analyst needed. 🧵
➢ The workflow: 3 steps
1. Identify the right dashboard
Match the stakeholder's question to the relevant dashboard.
Each dashboard sits on top of pre-validated intermediate tables I maintain — two reasons this matters:
• Accuracy — data is validated before AI even touches it
• Cost — pre-aggregated tables consume far fewer Dune credits than pulling raw on-chain data
2. Drop the dashboard URL into Claude
No SQL. No data wrangling. Just a prompt.
3. Keep drilling down in the same chat
The tables are granular enough for follow-up questions without starting over.
➢ Why dashboards?
Raw tables are slow and error-prone.
Dashboards are pre-validated, pre-aggregated, and always fresh.
You get accurate data instantly — and the AI can reason on top of it without guessing.
➢ Example prompt for SparkLend weekly analysis:
Please use Dune MCP to pull the latest data from these dashboards. Summarize key changes over the past 7 days:
TVL, utilization, whale activity, top risks.
One message. One minute. Done.
➢ Somewhere along the way, I became the AI's data engineer.
I build the tables. I validate the logic. I maintain the pipelines.
The AI does the analysis.
Honestly? I'm fine with that.
That's what frees me up to learn more, ask better questions, and do the work that actually matters.
Setup Dune MCP: https://t.co/rboB014FhC
Thanks @Dune for building this — making it genuinely easy to bring AI into on-chain data workflows. 🙏 cc @blstamm11@kdotkrisp@fr0zensun
seems a crazy chart to me that no one talks about -
Polygon's recent usage is entirely surged by Polymarket, who has claimed to leave the chain in the future...
is this a pivotal moment for Polygon to figure out a deal with Polymarket?
(🎙️interview coming with JW on @indexed_pod soon this week!)
Hyperliquid is transforming.
While most people are still thinking its a simple onchain perp DEX, the data says otherwise.
That's why we built a dashboard that tracks volume, OI, fees, flow structure, user behavior, and more
Here’s what’s actually happening 👇
Stablecoins move trillions. Now you can see exactly where and how.
Introducing Dune's Stablecoin Dataset👇
▪️200+ Stablecoins ( USD-backes & Local)
▪️37 chains covered ( 35 @ethereum EVM chains, @solana & @trondao)
▪️Enriched labelling on Balances and Activities
▪️Powering the upcoming @Visa Local Stablecoin Report
Built in collaboration with @SteakhouseFi.
Do you know blockchain data & infra? Are you excited about helping bring world on chain? Do you want to be a part of a global, multi-cultural team of genuine, fun, and passionate people?
Come say hello!
Actively hiring at @EthereumDenver this week across 10+ roles at @dune including GTM talent: BD/Sales, PMM, CS, Data.
Building the team that's bringing blockchain data to every enterprise.
Come find us at the #Dune booth in the main conference venue to talk opportunities.