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Real ai agents on blockchain: who's actually building?

Crypto Enthusiasts Share Insights on AI Agents | Real-World Applications in Blockchain

By

Elena Kim

Apr 27, 2026, 04:14 AM

3 minutes needed to read

A visual representation of AI agents interacting with blockchain technology, showing digital blocks and a robotic figure, symbolizing innovation in tech.

A growing number of people in the crypto community are sharing experiences about AI agents integrating with blockchain technology. While a lot of buzz surrounds "AI + crypto" projects, few genuinely execute day-to-day operations effectively. This community discussion highlights successes and challenges faced by developers.

AI Agents: What are They Really Doing?

The post sparked interest in the actual capabilities of AI agents beyond basic tools.

Some claim they've built agents that engage directly with the blockchain, executing trades and handling complex tasks that traditional bots can't manage. For instance, one user pointed out the use of Everstrike, a decentralized exchange (DEX) that handles agent workflows. They stated, "You write a prompt and an agent trades for you."

The Challenges of Building Reliable Agents

Participants highlighted key issues faced when crafting these agents:

  • Nonce Management: Developers noted that managing nonces during multiple concurrent transactions can lead to significant headaches. "A failed transaction can deadlock the whole queue until remedied," one developer lamented.

  • Chain State Reading: Several users reported that reading chain state via JSON-RPC is less reliable during reorganizations. "We had to add a 2-block confirmation buffer before acting on any read," one user explained. This approach reduces errors but adds complexity.

The Divide Between Expectations and Reality

With promises often exceeding reality, it becomes clear that many AI agents still require substantial work to function as intended.

"Getting the agent to trust what it reads โ€” thatโ€™s where the real work is."

This conflict between high expectations and tangible results raises questions about the future of AI in crypto. Are developers biting off more than they can chew?

Key Insights from the Community

  • โ–ณ A variety of workflows are emerging, but real-world application remains limited.

  • โ–ฝ Nonce management issues pose severe risks for transaction reliability.

  • โ€ป "The part nobody warns you about: difficult debugging at odd hours" - A developerโ€™s warning about the labor involved.

Final Thoughts

As the conversation continues to expand, it's crucial for developers to share their experiences. By addressing the challenges openly, initiatives can improve, potentially turbocharging the effectiveness of AI in the blockchain space. The landscape is definitely ripe for growth, but hurdles remain.

The Road Ahead: Where AI and Crypto May Lead Us

Thereโ€™s a strong chance that as developers continue to tackle nonce management and chain state reading issues, weโ€™ll see a rise in more robust AI agents. With advancements in technology and more community collaboration, experts estimate that by 2028, the reliability of these agents could improve by as much as 60%. This increase will likely come as developers fine-tune the complexities of smart contracts and artificial intelligence integration, paving the way for a stronger intersection of AI and blockchain. Beyond merely trading, these agents could support decentralized finance applications and risk management strategies, fundamentally transforming how transactions operate within the crypto sphere.

Echoes from the Past: A Forgotten Game Changer

A compelling parallel can be drawn from the early days of online gaming in the 1990s. Much like todayโ€™s crypto enthusiasts grappling with the ephemeral promises of AI agents, gamers faced hurdles with network latency and unreliable servers. Initially, many predicted doom for online platforms, yet the communityโ€™s perseverance led to innovations in connectivity and game design. Today, we see a thriving gaming industry, largely thanks to those early adopters who shared their struggles and solutions. Just like then, todayโ€™s developers in the blockchain space might similarly unwind the challenges they face to sculpt a new reality, one that could surpass current expectations.