Tuesday, March 24, 2026

Enhancing AI Agent Safety: The Case for Improved Guardrails Beyond Code Reviews – Eric Mann’s Blog

Transforming AI Agents into Productive Partners: Lessons from tss-ceremony

In the world of AI development, treating coding agents as junior engineers can yield impressive results, but pitfalls may arise. My latest project centers on tss-ceremony, an interactive terminal animation for ECDSA signing ceremonies, and the journey revealed invaluable insights into agentic development.

What the AI Agents Excelled At:

  • Protocol Layer: Solid cryptographic primitives like nonce generation and signature computation.
  • Visuals: Engaging animations and well-structured scenes, enhancing user experience.
  • Architecture: Clean, modular design with easily composable components.

Where They Stumbled:

  • Core Signing Ceremony: Key functionalities were never built, leading to a gap in the project.
  • Integration Issues: Disconnection between layers resulted in incomplete workflows.

Key Takeaways:

  • Implement milestone completion gates to ensure each aspect of a project aligns.
  • Establish data contracts to maintain coherence throughout the development process.
  • Enforce stricter testing protocols to highlight integration gaps sooner.

The lessons extend beyond coding — investing in development processes is crucial for maximizing AI’s potential.

Join the conversation! How do you ensure your AI projects connect holistically? Share your thoughts!

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