Composable Observability Frameworks

Hey everyone,

One of the biggest challenges in Web3 development today is observability across complex, multi-layered stacks. As more projects adopt modular architectures with L1 blockchains, L2 rollups, off-chain data pipelines, and middleware services, developers are often left struggling with fragmented monitoring tools. Traditional observability systems are designed for centralized infrastructures and are not well-suited for decentralized, composable environments. This creates blind spots that make debugging, performance optimization, and security monitoring far more difficult than in Web2 systems.

A potential solution is the idea of composable observability frameworks. Instead of relying on one rigid system, developers could assemble observability layers much like they build dApps: by plugging in interoperable components for logs, metrics, and traces. Tools like OpenTelemetry already provide a base, but applying these standards consistently across chains and off-chain services remains an unsolved challenge. The goal would be a modular toolkit where developers can choose components that best fit their stack, while ensuring the entire system produces coherent and reliable insights.

This approach could also address scalability and privacy issues when collecting observability data from permissionless networks. It would be interesting to hear how others here are tackling observability in complex Web3 deployments, and what tools or practices have worked best so far.