Notes on the onchain data layer
Engineering, product, and operations writing from the team building real-time blockchain data and infrastructure.

The Real Constraint in Tokenization Is Scope, Not Technology
Tokenization succeeds or fails on scope, not technology. The issuance question is only about one-sixth of the work. Here's what disciplined scope actually covers, and why planning for optionality matters more than locking in today's assumptions.
tokenizationinfrastructurecompany
Brett Williamson
Indexed Ethereum Data Now Available on the Hgraph App
Indexed Ethereum data is now in beta on the Hgraph app. Blocks, transactions, logs, ERC-20/721/1155 transfers, contracts, and token balances are queryable via GraphQL, through the same API key as our Hedera endpoints.
ethereuminfrastructureproduct
Brett Williamson
What Collecting Digital Art Taught Me About What Matters Onchain
I came into crypto for investment due diligence and ended up collecting tokenized art. Here's what that taught me about provenance, permanence, and what onchain infrastructure actually needs to do for a collection to survive.
ethereumtokenizationcompany
Brett Williamson
Notes from HederaCon and Day 1 of Consensus
Writing from Miami after HederaCon and the start of Consensus. The conversation has shifted, adoption is no longer the question, and a handful of chains are emerging as winners for different use cases.
companytokenizationinfrastructure
Brett Williamson
Moving Value Across Chains: Bridging, Swapping, and the Infrastructure Behind It
Cross-chain crypto is solving the same problem as international wire transfers, moving value when systems don't share a ledger. Here's how bridges, DEX aggregators, and the infrastructure behind them actually work, and the TradFi parallels that explain why.
Brett Williamson
How I Use AI Tools to Lead Bizdev and Ops at a Blockchain Infrastructure Company
I lead business development and operations at Hgraph. I'm not an engineer, but AI tools like Claude Cowork and Claude Code are a core part of how I work every day. Here's what that actually looks like.
company
Brett Williamson
What Is Blockchain Data Indexing and Why Does It Matter?
RPCs give you real-time access to the chain, but they can't search, filter, or aggregate across blocks. Indexing is the layer that turns raw blockchain data into something your app can actually query.
infrastructureguides
Brett Williamson
What Is an RPC and Why Does It Matter?
RPC is how every blockchain app talks to a node. We cover what it is, how it works, what to look for in a provider, and why we just launched our Ethereum RPC.
infrastructureethereumguides
Brett Williamson
7 Things to Consider When Tokenizing Real World Assets (RWAs) Across Chains
The market for tokenized real-world assets is approaching $30 billion. Most of the conversation focuses on the token, but the hard part is everything underneath it. Here's what the full stack actually looks like.
tokenizationguides
Brett Williamson
ERC Token Standards: What They Are, Why They Matter, and Which Ones We're Watching
A breakdown of the ERC token standards that matter most right now, from ERC-20 and ERC-721 to security tokens, tokenized vaults, and the emerging standards for institutional RWAs.
ethereumtokenizationguides
Brett Williamson
McLaren's MCL/COLLECT Drop: What the Onchain Data Shows
McLaren Racing launched MCL/COLLECT on Hedera, free digital collectibles tied to the 2026 F1 season. We pulled the onchain data to see what actually happened across the first three race weekends.
hedera
Brett Williamson
The Opportunity in Blockchain Data
Billions have gone into DeFi, L2 scaling, and wallets, but the data layer that every app, dashboard, and AI agent needs to work has not matured at the same pace. The opportunity is in building the infrastructure that fixes that.
infrastructure
Brett Williamson
Five Things You Can Build for Free Using Onchain Data
You have an idea. You want to test it against real onchain data. You shouldn't have to pull out a credit card to find out if it works. Here's what people are already building on Hgraph's free tier.
guides
Brett Williamson
Digital Assets @ Duke: Signals From The Next Phase Of Onchain Finance
Across regulators, institutions, builders, and investors, one idea was consistent: this market is a stress test. Not just for crypto, but for any organization working with digital assets.
company
Brett Williamson
Announcing Hgraph's ERC Token Data Indexer for Hedera
ERC token metadata, balances, transfer history, and NFT ownership are now available through a single, familiar GraphQL endpoint that updates in real time.
producthedera
Brandon Davenport
Expanding On-Chain Access: Ethereum Indexed Data Coming Soon to Hgraph
Hgraph will soon offer fully indexed Ethereum data via API, bringing the same clarity and performance our Hedera users rely on to one of the most active ecosystems in the blockchain industry.
productethereum
Brett Williamson
Hgraph Develops Interoperability Solution in Collaboration with AP+ for Project Acacia
Under the Project Acacia initiative, Australian Payments Plus (AP+) has partnered with Hgraph to build the bridging and interoperability layer for regulated digital money experiments.
companytokenization
Brett Williamson
Beyond TVL: Why Transaction Routing Defines the Next Era of DeFi
TVL is a snapshot of market sentiment, not a measure of network utility. Intelligent routing turns static liquidity into dynamic economic energy.
defi
Brett Williamson
Hgraph Acquires EtaSwap and Launches EtaFinance, Unifying Cross-Chain DeFi Infrastructure
Hgraph has acquired EtaSwap and introduced EtaFinance, uniting EtaBridge and EtaSwap into a cohesive ecosystem supporting stablecoin liquidity and cross-chain connectivity.
companydefi
Brett Williamson
The Next Frontier for Digital Assets: Why Tokenization, Multi-Chain, and AI Will Redefine Finance
Takeaways from Georgetown University's Financial Markets Quality Conference, where leaders from the Federal Reserve, SEC, and private sector discussed how finance, technology, and trust will be re-engineered in real time.
tokenizationcompany
Brett Williamson
EtaBridge Joins Hgraph to Unlock Seamless Bridging and Liquidity on Hedera
Hgraph announces EtaBridge as a core infrastructure offering, enabling seamless one-step USDC transfers across multiple chains via LayerZero's secure technology.
productdefihedera
Brandon Davenport
Brett Williamson Joins Hgraph as Head of Business Development
Brett Williamson, a financial services veteran with experience at UBS, Standard Chartered, and Wells Fargo, has joined Hgraph as Head of Business Development.
company
Brandon Davenport
Hgraph Unveils New API Plans and Tools: Powering Hedera's Next Wave of Innovation
From Consensus 2025 in Toronto, Hgraph announces open API access, developer tools, and scalable infrastructure tailored for Hedera and beyond.
producthedera
Brandon Davenport
Introducing Hedera Stats: Unlocking Powerful and Transparent Network Insights Powered by Hgraph
Open-source tooling, APIs and a demo Grafana dashboard empower developers, enterprises, and investors with Hedera network data.
producthedera
Brandon Davenport
Mirror Nodes: The Other Half of Hedera
The Hedera network features a distinctive two-part architecture separating transaction validation from data access. Mirror nodes are the underappreciated other half.
hederainfrastructureguides
Brandon Davenport