ETHGlobal · Oct 9, 2025

Discover how to build effective AI Agents on Ethereum (or any chain) without over-engineered frameworks! Kirill Balakhonov (Nethermind) shares composable patterns—like simple prompt chaining, routing, evaluator-optimizer loops, and minimal autonomous loops—that deliver real results for agentic applications. Learn why starting small and combining well-defined building blocks often yields more reliable, debuggable AI Agents than large “all-in-one” frameworks. Explore real-world examples (like code review, translation workflows, dynamic orchestration) that demonstrate how to harness LLMs efficiently. If you’re looking to streamline AI-driven dApps, this talk is a must-watch! 00:00 Introduction & Background 00:49 Observations on Building AI Agents 01:26 Defining Agentic Systems vs. Workflows 02:40 When to Use Fully Autonomous Agents 04:13 Comparing Existing Frameworks 05:01 Simple Composable Patterns 06:26 Pattern 1: Prompt Chaining 07:21 Pattern 2: Routing & Classification 09:37 Pattern 3: Parallelization 11:22 Pattern 4: Orchestration & Workflows 15:51 Pattern 5: Evaluator–Optimizer Loop 20:10 Minimal Autonomous Agents 24:30 Example: A Minimal Agent’s Internal Loop 29:30 Practical Example (Pricing Summary Agent) 33:00 Combining Patterns & Handling Complexity 36:00 Kirill’s Current Projects & Wrap-Up 37:03 Q&A: Multi-Agent Systems vs. Workflows _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 🤖 *Agentic Ethereum* Agentic Ethereum is an online, async hackathon that runs from Jan. 31 to Feb. 12, 2025. With over $175,000 USD in prizes, Agentic Ethereum is a great way to dive into the world of autonomous AI agents and explore how they can revolutionize projects on Ethereum. Start the year with groundbreaking innovation! Watch the full playlist: https://youtube.com/playlist?list=PLXzKMXK2aHh7jxP_flgRf5nZ_WDgFpBy3&si=RZozbd9C5KrG6Bf3 _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ ✅ *Follow Kirill Balakhonov* X: https://x.com/balakhonoff ✅ *Follow Nethermind* X: https://x.com/NethermindEth Website: https://www.nethermind.io ✅ *Follow ETHGlobal* X: https://x.com/ETHGlobal​ Warpcast: https://warpcast.com/ethglobal Website: https://ethglobal.com YouTube: https://www.youtube.com/c/ETHGlobal _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _Are you interested in Ethereum development and entrepreneurship?_ 👉 Sign up for the next ETHGlobal event: https://ethglobal.com/events 🎁 Get exclusive access and perks with ETHGlobal Plus! https://ethglobal.com/plus 📣 Want us to throw an event in your city? Tell us where! https://ethglobal.com/city _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

Luka Kropec

Conflux - Web3 UX Unconference · Nov 16, 2023

No description The video features Luca discussing the importance of translating Ethereum-related content to make it accessible to non-English speakers worldwide. He highlights that only a small percentage of the global population speaks English natively, and with Ethereum's impact growing in developing countries, removing language barriers is crucial. Machine translations are not sufficient due to the technical nature and constant evolution of blockchain technology. The literal translation of terms like "roll up" or "staking" can be misleading without proper context. Therefore, human translations are needed for clarity and accuracy. Luca mentions Ethereum.org's commitment to multilingual content, with the website now available in 62 languages and over 3,600 translated pages. This effort has led to a significant increase in non-English page views. The talk also introduces a new initiative to translate images and infographics using a plugin that integrates with Figma, aiding visual learners. He invites others who are interested in translating their content or improving their translation efforts to reach out for support or advice. Luca then addresses questions about the unique challenges of translating UX elements and whether certain technical terms should be translated or not. He suggests maintaining a glossary of terms for consistency across translations and mentions the possibility of creating standalone versions of websites for certain languages. In conclusion, Luca emphasizes the importance of making