The Graph's Hidden Network: How Human Operators Power Web3's Data Layer

Traditional financial institutions are increasingly building on blockchain technology, creating demand for enterprise-grade data infrastructure. **Key Requirements:** - Compliance with regulatory standards - High-throughput data processing - Reliable operation at scale Substreams, a blockchain data infrastructure solution, was specifically designed to meet these institutional needs. The technology already powers data pipelines for major multichain DeFi protocols processing billions in volume across multiple chains. This development signals a significant shift as traditional finance moves beyond experimentation to production-level blockchain deployment.

**Tempo's Moderato and Mainnet networks are now compatible with The Graph's Subgraphs**, enabling developers to convert raw blockchain data into queryable GraphQL APIs without building custom infrastructure. **Key benefits for Tempo developers:** - Transform onchain data into clean, structured APIs - No need to maintain custom indexing infrastructure - Access to GraphQL query capabilities This integration follows The Graph's recent release of four major Subgraph features, including: - **Dev Mode** for faster local testing without IPFS - **Subgraph Composition** for modular, reusable data structures - **Aggregations** for pre-computed analytics (hourly/daily trends) - **Declarative eth_calls** for parallel contract reads The timing aligns with The Graph's push to make blockchain data more accessible and developer-friendly, particularly for analytics use cases.

**The Graph protocol addresses a fundamental challenge in DeFi: composability.** For decentralized finance protocols to work together seamlessly, they need: - Access to each other's state data - Consistent application programming interfaces (APIs) - Shared data infrastructure at scale **The Graph provides this critical layer**, enabling protocols and applications to read and interact with blockchain data efficiently. This infrastructure makes it possible for DeFi's building-block approach to function at scale, where different protocols can connect and interact like modular components. Without reliable shared data infrastructure, the composability that gives DeFi its power would be severely limited.

**Substreams is now accessible for developers looking to work with blockchain data.** Getting started requires three simple steps: - Obtain an API key (no personal information needed) - Select a package from the Registry or create your own - Configure your preferred sink: Subgraph, SQL, PubSub, or direct streaming The Substreams Registry contains hundreds of ready-to-use packages for various use cases. The modular architecture allows developers to chain packages together, building on existing community work without starting from scratch. This approach eliminates the need for custom development in many cases—simply find a suitable package, configure your data sink, and begin streaming.

**The Graph has officially launched Amp**, a blockchain-native database designed specifically for enterprise analytics and compliance needs. **Key Features:** - SQL-first interface for familiar data querying - Multi-chain support across different blockchains - Built-in compliance and auditability features - Transforms raw blockchain data into structured, verifiable datasets Amp represents an evolution from The Graph's original Subgraph technology, positioning itself as an **enterprise-grade solution** for organizations requiring real-time blockchain data access with audit trails. The platform offers flexible deployment options and aims to accelerate institutional blockchain adoption by making onchain data accessible through standard database tools.