EPISODE · Jun 25, 2026 · 38 MIN
AI Is Changing How We Work with Crypto Data
from Indexed Podcast · host Indexed Podcast
In today's episode, we're joined by Kofi (@0xKofi) to discuss how AI agents are fundamentally changing crypto data analysis, research, and engineering workflows.We discuss:The evolution from manual coding to AI-assisted developmentHow MCPs unlock onchain data explorationUsing Herd MCP to analyze smart contractsAI agents for protocol research and data engineeringContext windows, planning, and agent workflowsCursor vs OpenCode vs Claude CodeManaging multiple agents simultaneouslyModel selection, costs, and productivity tradeoffsBuilding internal AI knowledge basesAgent orchestration and autonomous workflowsTraining agents to replicate human expertiseThe future of AI-powered crypto analyticsAnd much more—enjoy!—Timestamps:(00:00) Introduction(01:24) AI replaces frontends(03:24) Herd MCP demo(05:40) Exploring contracts with AI(08:06) Exploration, planning, execution(11:38) Investigating onchain activity(17:10) Managing agent workflows(20:20) Multi-agent productivity(23:01) Model selection tradeoffs(29:11) Trusting AI outputs(31:28) Missing links today(34:37) Agent orchestration future(38:02) Training agents from work(38:20) Outro—Content links:https://x.com/0xKofi/status/2059375006367490340?s=20https://x.com/addyosmani/status/2059844244907696186?s=20—Follow the guest:https://x.com/0xKofiFollow the co-hosts:https://x.com/hildobbyhttps://x.com/0xBoxerhttps://x.com/sui414Follow the Indexed Podcast:https://x.com/indexed_pod—The Indexed Podcast discusses hot topics, trendy metrics and chart crimes in the crypto industry, with a new episode every 1st and 3rd Thursday of the month, brought to you by wizards @hildobby @0xBoxer @sui414.Subscribe/follow the show and leave a comment to help us grow the show!—DISCLAIMER: All information presented here should not be relied upon as legal, financial, investment, tax or even life advice. The views expressed in the podcast are not representative of hosts' employers views. We are acting independently of our respective professional roles.
What this episode covers
In today's episode, we're joined by Kofi (@0xKofi) to discuss how AI agents are fundamentally changing crypto data analysis, research, and engineering workflows.We discuss:The evolution from manual coding to AI-assisted developmentHow MCPs unlock onchain data explorationUsing Herd MCP to analyze smart contractsAI agents for protocol research and data engineeringContext windows, planning, and agent workflowsCursor vs OpenCode vs Claude CodeManaging multiple agents simultaneouslyModel selection, costs, and productivity tradeoffsBuilding internal AI knowledge basesAgent orchestration and autonomous workflowsTraining agents to replicate human expertiseThe future of AI-powered crypto analyticsAnd much more—enjoy!—Timestamps:(00:00) Introduction(01:24) AI replaces frontends(03:24) Herd MCP demo(05:40) Exploring contracts with AI(08:06) Exploration, planning, execution(11:38) Investigating onchain activity(17:10) Managing agent workflows(20:20) Multi-agent productivity(23:01) Model selection tradeoffs(29:11) Trusting AI outputs(31:28) Missing links today(34:37) Agent orchestration future(38:02) Training agents from work(38:20) Outro—Content links:https://x.com/0xKofi/status/2059375006367490340?s=20https://x.com/addyosmani/status/2059844244907696186?s=20—Follow the guest:https://x.com/0xKofiFollow the co-hosts:https://x.com/hildobbyhttps://x.com/0xBoxerhttps://x.com/sui414Follow the Indexed Podcast:https://x.com/indexed_pod—The Indexed Podcast discusses hot topics, trendy metrics and chart crimes in the crypto industry, with a new episode every 1st and 3rd Thursday of the month, brought to you by wizards @hildobby @0xBoxer @sui414.Subscribe/follow the show and leave a comment to help us grow the show!—DISCLAIMER: All information presented here should not be relied upon as legal, financial, investment, tax or even life advice. The views expressed in the podcast are not representative of hosts' employers views. We are acting independently of our respective professional roles.
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AI Is Changing How We Work with Crypto Data
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