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Our 2026 Roadmap: Scaling SubQuery With Purpose

Today we’re launching the SubQuery 2026 Roadmap. This post is not about listing every feature. It’s about explaining where we’re heading and why. At a high level, our goal for 2026 is simple: convert the strength of our infrastructure into scalable, monetizable intelligence.
Published on Thu Mar 05 2026

Product Announcements

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A case study article on how Gamma uses SubQuery for their onchain blockchain data indexing.

Indexing Nibiru Data with SubQuery: A Case Study on Gamma

For Web3 applications, fast and reliable blockchain data access is not optional, it’s foundational. Whether powering user-facing dashboards, analytics, or DeFi automation, teams need indexing infrastructure that works seamlessly behind the scenes. 
Tue Mar 10 2026
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Our 2026 Roadmap: Scaling SubQuery With Purpose

Today we’re launching the SubQuery 2026 Roadmap. This post is not about listing every feature. It’s about explaining where we’re heading and why. At a high level, our goal for 2026 is simple: convert the strength of our infrastructure into scalable, monetizable intelligence.
Thu Mar 05 2026
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Header image for article outlining examples of blockchain data AI agents that can be built with AskSubQuery.

5 AI Agents You Can Build with AskSubQuery

Blockchain data is one of the richest open datasets in the world, but it’s also one of the hardest to work with. Schemas are complex, queries are verbose, and even experienced teams spend hours just trying to analyze blockchain activity. AskSubQuery changes that.
Thu Jan 29 2026
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Header image for article outlining SubQuery’s two major product launches: Hermes Bittensor subnet and AskSubQuery.

SubQuery Launches Two Major Products for AI and Blockchain Data

A recap of the Hermes Bittensor Subnet and AskSubQuery and how they combine to unlock the future of intelligent Web3 data.
Wed Jan 21 2026
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SubQuery announces the launch of the Hermes Bittensor Subnet 82.

SubQuery Launches Hermes: A New Bittensor Subnet for AI-Powered Blockchain Data

Artificial Intelligence (AI) and blockchain are reshaping technology as we know it. Today, we are thrilled to announce the launch of Hermes, SubQuery’s dedicated Bittensor subnet designed to bring AI and blockchain closer than ever.
Thu Jan 15 2026
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2025: The Year SubQuery Became the AI Data Layer for Web3

2025 will be remembered as the year SubQuery stepped fully into its role as the AI data layer for Web3. What began as a fast, reliable indexing protocol has evolved into a foundation for AI-driven blockchain data intelligence—powered by a decentralised network
Thu Jan 01 2026
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Header image for SubQuery’s new AI Agent product: AskSubQuery

Introducing AskSubQuery — AI That Answers Your Blockchain Questions

Today, we’re excited to officially launch AskSubQuery, a breakthrough AI-powered platform that lets anyone explore blockchain data using plain, natural language. No more writing complex GraphQL queries, deciphering schemas, or navigating technical barriers
Mon Dec 08 2025
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Header image for SubQuery’s CTO letter on Tokenomics 2.0, highlighting updates and insights about the SQT token.

SubQuery Tokenomics 2.0: A Letter on Sustainability, Maturity, and What Comes Next

When SubQuery first launched, inflation was a conscious choice. Like many early-stage networks, we needed a mechanism that could rapidly bootstrap participation, attract Node Operators, and incentivise the behaviours required to bring the network to life.
Fri Dec 05 2025
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Header image for case study article of how Satlayer uses SubQuery in their Bitcoin rewards program.

Turning Bitcoin Activity into Rewards: A Case Study on SatLayer

SatLayer is positioning itself as the economic layer for Bitcoin, enabling the world’s most trusted asset to become fully programmable collateral. Through its Cube by SatLayer LST (Liquid Staking Token) product on Babylon Genesis
Tue Dec 02 2025
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Header image for article titled “The Invisible Role of SubQuery in Web3 Tech Adoption”.

The Invisible Role of SubQuery in Web3 Tech Adoption

Most users never notice the pieces that make their apps smooth, fast, and reliable — and that’s exactly the point. For web3 tech to move from niche experiments into mainstream utility, the industry needs background plumbing that turns raw blockchain data into predictable, low-latency APIs.
Fri Nov 21 2025
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Header image for SubQuery article titled 'Web3 Tech Explained: The Power of Blockchain Data'.

Web3 Technology Explained: How Blockchain Data Powers Smarter Apps

The internet has evolved through several transformative phases — from the static, read-only pages of Web1 to the interactive and social platforms of Web2. Now, we’ve entered a new paradigm: Web3 technology.
Wed Nov 05 2025
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Header image for SubQuery article titled "Vibe Coding Your Blockchain Indexers with AI”.

Vibe Coding Meets AI: The Future of Blockchain Indexer Creation

AI is rapidly changing how blockchain infrastructure is built. Developers are using machine learning to automate smart contract analysis, optimise node operations, and even generate blockchain APIs for real-time data.
Thu Oct 30 2025
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SubQuery banner with roots imagery and text: Analyzing Blockchain Network Data.

How to Analyze Blockchain Networks for Data-Driven Insights

The blockchain ecosystem generates an immense amount of data every second. Transactions, smart contracts, wallets, and decentralized applications all leave behind valuable trails of information.
Mon Oct 13 2025
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SubQuery banner with flower imagery and text: API & Blockchain Integration Made Simple.

API and Blockchain Integration: A Step-by-Step Guide

APIs (or application programming interfaces) are the backbone of modern applications, powering everything from financial services to social media. As blockchain adoption accelerates, the need for seamless API and blockchain integration has never been greater.
Wed Oct 08 2025
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SubQuery banner with abstract graphic and text: AI is Transforming Blockchain Indexing.

Indexers at a Crossroads: How AI is Transforming the Future of Web3

In the rapidly evolving world of blockchain, indexers have become the unsung heroes. They make blockchain data accessible, searchable, and usable for Web3 applications.
Thu Oct 02 2025
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