Blockchain developers today aren’t just asking for faster indexing — they’re asking for an entirely different class of infrastructure. One that adapts to modular architectures, works across sovereign ...

<p></p><img src="https://static.fwimg.io/img/feed/686f865ffd929409f98d5726.png" data-content-value="followin-img"/><div></div><p>Blockchain developers today aren’t just asking for faster indexing — they’re asking for an entirely different class of infrastructure. One that adapts to <a href="https://www.zeeve.io/blog/modular-vs-monolithic-blockchain" rel="nofollow">modular </a>architectures, works across <a href="https://www.zeeve.io/blog/cosmoss-new-interchain-stack-the-one-level-up-sdk-for-sovereign-l1-builders" rel="nofollow">sovereign </a>and shared chains, enables real-time responsiveness, and scales cost-effectively with zero operational drag. So, the expectations from a modern <a href="https://www.zeeve.io/blog/how-defi-applications-can-benefit-using-subgraphs-for-data-indexing" rel="nofollow">data indexer</a> have changed.</p><p>In this piece, we explore the essential features that define modern data indexing infrastructure — and how Traceye has built these features into a single platform purpose-built for <a href="https://www.zeeve.io/rollups/" rel="nofollow">rollups</a>, <a href="https://www.zeeve.io/appchains/" rel="nofollow">appchains</a>, and enterprise use-case-specific chains.</p><h1>What Makes a Data Indexing Infrastructure Truly Modern?</h1><p>At its core, modern data indexing is about three things: instant access to structured on-chain data, real-time triggers to power interactive apps, and flexible setups to support highly modular, evolving networks. And none of that should require months of DevOps or absolute expertise in Postgres.</p><p>So what separates today’s leading indexers from legacy systems? Start with these must-have features:</p><h1>1. Zero-Hassle Indexer Launches for GraphQL APIs</h1><p>Rollups and appchains often need to expose <a href="https://www.zeeve.io/blog/how-enterprises-can-leverage-sui-blockchain-for-on-chain-asset-optimization" rel="nofollow">on-chain</a> data to frontends, <a href="https://www.zeeve.io/blog/high-traffic-dapps-how-rollups-unlock-low-cost-massive-throughput-for-them" rel="nofollow">dApps</a>, analytics tools, or external partners — fast. But launching GraphQL APIs is often a painful and dev-heavy experience, involving RPC setups, schema configs, and infra provisioning.</p><p>Modern indexing infra should let you launch GraphQL APIs in minutes, without DevOps.</p><img src="https://miro.medium.com/v2/resize:fit:875/0*Yb0257T8o6NHZpua" data-content-value="followin-img"/><p>That’s exactly what Traceye allows. For Ethereum-compatible chains like OP Stack, Arbitrum Orbit, <a href="https://www.zeeve.io/appchains/zksync-hyperchains-zkrollups/" rel="nofollow">ZKsync Hyperchains</a>, or custom blockchain stacks like <a href="https://www.zeeve.io/blog/rise-of-ai-l1s-on-avalanche-whats-their-biggest-motivation" rel="nofollow">Avalanche Layer1s</a>, Traceye offers a no-code GraphQL API builder. It supports key API types (ERC-20, NFT, transaction data) and makes them available on top of your archive RPC in under 10 minutes.</p><p><strong>&gt; Read more on launching APIs with Traceye: </strong><a href="https://traceye.io/blog/launching-blockchain-graphql-apis-shouldnt-be-hard-costly-switch-to-traceye/" rel="nofollow"><strong>Launching Blockchain GraphQL APIs Shouldn’t be Hard &amp; Costly</strong></a></p><p>2. <strong>Real-Time Data Streaming with Webhooks</strong></p><p>In modern applications — especially <a href="https://www.zeeve.io/web3-infrastructure-for-defi/" rel="nofollow">DeFi</a>, <a href="https://www.zeeve.io/web3-infrastructure-for-gaming/" rel="nofollow">gaming</a>, or social apps — polling for data isn’t good enough. Builders need real-time event triggers that respond instantly to on-chain activity.</p><p>Webhooks are now a must-have.</p><p>Traceye supports unmetered webhooks for both Graph and SubQuery indexers, delivering real-time updates on new events directly to your app or backend. Whether it’s a new token mint, lending activity, or a leaderboard update, data is streamed in real-time — unmetered — from your dedicated node to your application.</p><p><strong>&gt; Read More on: </strong><a href="https://traceye.io/blog/new-feature-alert-webhooks-for-dedicated-indexing-nodes-now-available-on-traceye/" rel="nofollow"><strong>How Traceye handles real-time data: Webhooks for Dedicated Indexing Nodes.</strong></a></p><p><strong>3. Ultra-Fast Data Indexing for SubQuery and Graph Protocols</strong></p><p>For new chains or dApps indexing historical data, speed is everything. Nobody wants to wait hours (or days) for syncs to complete, especially when launching in production.</p><p>Modern infrastructure must offer high-speed backfill, reduced lag, and automatic re-org syncs.</p><p>Traceye supports both The Graph and SubQuery. But the edge lies in how it handles them: 5x faster backfilling, automatic chain re-orgs, and 99.99% uptime. For SubQuery specifically, Traceye supports dedicated nodes, hosted infrastructure, and even BYO-RPC setups that drastically cut deployment costs for newer rollups.</p><p><strong>&gt; Read more:</strong> <a href="https://traceye.io/blog/traceye-subquery-an-ideal-indexer-for-newly-launched-rollups-appchains/" rel="nofollow">Traceye SubQuery: An Ideal Indexer for Newly-Launched Rollups &amp; Appchains</a></p><h1>4. Powerful Data Pruning for Speed and Storage Efficiency</h1><p>Indexers store massive volumes of data, but most dApps don’t need historical info forever. Keeping everything bloats the database, slows queries, and inflates costs.</p><p>Modern infra should let you prune unnecessary data automatically.</p><img src="https://miro.medium.com/v2/resize:fit:875/0*5xQCL9oxk71odY_P" data-content-value="followin-img"/><p>Traceye gives full pruning (both ledger data and indexed data) control to builders. You can retain only recent block data (e.g., 10k blocks), prune older indexed entities, and optimize performance without extra cost.</p><p><strong>› Read More: </strong><a href="https://traceye.io/blog/latest-addition-to-traceyes-developer-suite-storage-query-optimizers-via-pruning-ledger-meta-data-and-indexed-data/" rel="nofollow"><strong>Learn how pruning works in Traceye</strong></a></p><h1>5. Direct Database Access for Complex Queries</h1><p>APIs are great — but what if your analytics team wants to run SQL, or a data scientist wants raw tables?</p><p>Modern infrastructure should support both GraphQL APIs and direct database access.</p><p>Traceye allows direct access to its underlying Postgres instance via custom or Elastic Search. It gives your devs full freedom to run complex queries directly on indexed data — perfect for analytics, dashboards, or custom logic layers.</p><h1>6. Visual Dashboards for BI and Analytics (Built-in)</h1><p>For devs and product teams, seeing on-chain data in human-readable formats — tables, charts, dashboards — is critical.</p><p>Modern indexing solutions should come with built-in BI tools.</p><img src="https://miro.medium.com/v2/resize:fit:875/0*sFDb5TRzg0Neva8M" data-content-value="followin-img"/><p>Traceye integrates Apache Superset as part of its BI engine, enabling you to create full dashboards on top of subgraphs or SubQuery data. Whether it’s tracking lending activity, gaming stats, or AI Agent interactions, visualizations are just a few clicks away.</p><p><strong>&gt; Read More: </strong><a href="https://traceye.io/blog/turn-subquery-data-into-eye-catchy-bi-reports/" rel="nofollow"><strong>The ‘Traceye’ Secret: Turn Subquery Data into Eye-Catchy BI Reports!</strong></a></p><h1>7. 24/7 Monitoring with Auto-Issue Resolution</h1><p>When your indexer powers production apps, outages aren’t acceptable. Builders need to know when memory, disk, or CPU is spiking — and they need resolution, not just visibility.</p><p>Modern infra must offer full monitoring and self-healing automation because you can’t fix what you can’t see.</p><p>Traceye provides 24/7 node monitoring, real-time service alerts, infra utilization charts, and automated issue resolution. All metrics are accessible through an intuitive dashboard.</p><img src="https://miro.medium.com/v2/resize:fit:875/0*qWdwjawUX_37fvOE" data-content-value="followin-img"/><p><strong>› Read The List of Features Here:</strong></p><ul><li><div><a href="https://traceye.io/blog/elevating-performance-traceyes-advanced-monitoring-for-subquery-nodes/" rel="nofollow"><strong>Traceye’s Advanced Monitoring For SubQuery Nodes</strong></a></div></li><li><div><a href="https://traceye.io/blog/traceye-introduces-advanced-monitoring-capabilities-for-dedicated-graph-nodes/" rel="nofollow"><strong>Advanced Monitoring Capabilities for Dedicated Graph Nodes</strong></a></div></li></ul><p><strong>8. Support for Shared &amp; Dedicated Infrastructure</strong></p><p>Early-stage projects may not need a full <a href="https://www.zeeve.io/blog/shared-apis-vs-dedicated-nodes-which-is-a-viable-option-for-your-dapp" rel="nofollow">dedicated node</a>. But scaling one’s will. You should never have to switch platforms just because your infrastructure needs have changed.</p><p>Modern infra must support both shared and dedicated setups with seamless migration.</p><img src="https://miro.medium.com/v2/resize:fit:875/0*aND6w6sTmYnJS9fY" data-content-value="followin-img"/><p>Traceye offers:</p><ul><li><div>Shared infra at just $60/mo for growing public chains</div></li><li><div>Dedicated indexers with full control, custom SLAs, and real-time add-ons</div></li></ul><p><strong>› Read more: </strong><a href="https://traceye.io/blog/shared-infrastructure-for-subquery-projects/" rel="nofollow"><strong>Affordable Indexing for SubQuery? Traceye’s Shared Infra Makes It Easy</strong></a></p><h1>9. Compatibility with Today’s Most Important Stacks</h1><p>Most indexers focus on just a handful of ecosystems. But if you’re serious about modular chains and rollup ecosystems, you need broader support.</p><p>Traceye supports:</p><ul><li><div>OP Stack chains (L2s and L3s)</div></li><li><div>Arbitrum Orbit (L3s)</div></li><li><div>ZKsync Hyperchains</div></li><li><div>Avalanche Layer1s</div></li><li><div>Cosmos SDK and Substrate chains</div></li><li><div>Hyperledger &amp; permissioned appchains</div></li></ul><p>No matter the framework, there’s full support for launching, monitoring, scaling, and optimizing your indexing setup.</p><p>Ready to explore what modern indexing should feel like?</p><p>Start with Traceye’s free plan, explore shared infra, or book a walkthrough with the team. From Orbit chains to zkSync rollups to <a href="https://www.zeeve.io/appchains/avalanche-l1s/" rel="nofollow">Avalanche subnets</a> — Traceye is the modern answer to your data indexing needs.</p><h1>FAQs</h1><p><strong>Q: Does Traceye support both SubQuery and The Graph?</strong>Yes. You can deploy indexers for either protocol or both, based on your architecture.</p><p><strong>Q: Can I use Traceye with my own RPC endpoint?</strong>Absolutely. Bring your own archive RPC and deploy fast with reduced costs.</p><p><strong>Q: How does pricing work?</strong>Free plans are available for testing. Shared infra starts at $60. Dedicated nodes include full add-on support and custom SLAs.</p><p><strong>Q: Is the BI and pruning available on all plans?</strong>Only on dedicated infrastructure. Shared nodes come with basic monitoring but not BI or pruning.</p><p><strong>Q: How long does deployment take?</strong>Under 10 minutes using Traceye’s low-code, guided deployment panel.The Best Features of Modern Blockchain Data Indexing Infrastructures</p>

Followin

The Best Features of Modern Blockchain Data Indexing Infrastructures

如今的區塊鏈開發者不僅僅要求更快的索引，他們還要求一種完全不同型別的基礎設施。這種基礎設施能夠適應模組化架構，並且能夠跨越主權...

區塊鏈開發者如今不僅僅要求更快的索引 — 他們正在尋求一種完全不同型別的基礎設施。這種基礎設施能夠適應模組化架構，跨主權和共享鏈工作，實現實時響應，並且能夠成本效益地擴充套件，且運營開銷為零。因此，對現代資料索引器的期望已經發生了變化。

在這篇文章中，我們將探討定義現代資料索引基礎設施的essential特性 — 以及Traceye如何將這些特性構建到一個專門為Rollups、應用鏈和企業特定用例鏈而設計的單一平臺中。

什麼使資料索引基礎設施真正現代化？

在其核心，現代資料索引主要關注三個方面：即時訪問結構化鏈上資料、驅動互動式應用的實時觸發器，以及支援高度模組化、不斷發展的網路的靈活設定。而這一切都不應需要數月的DevOps工作或對Postgres的絕對專業知識。

那麼，當今領先的索引器與傳統系統有何不同？從以下必備特性開始：

[後續內容保持原有的翻譯風格，完整翻譯全文]

現代區塊鏈數據索引基礎設施的最佳特性

以太坊 (ETH) 創始人 Vitalik Buterin 繼續拋售發送到他錢包中的低交易量山寨幣。
過去兩天，Buterin共售出114,500份KNC、3057萬份STRAYDOG和10.5億份……

以太坊創始人 Vitalik Buterin 出售了三種山寨幣，鏈上數據顯示

堅持下來，找到自己的優勢，你將會獲得回報。
文章作者：0xJeff
文章來源：深潮TechFlow
2025 年充滿了前所未見的動盪與變化。我們迎來了一位據稱支持加密貨幣和人工智能的美國總統。然而，2025 年的市場並未迎來期待中的牛市，反而成為了整個行業的“屠殺”之年。
- 大多數山寨幣在 2025 年經歷了 80%-99% 的暴跌
- 比特幣市值佔比回到 2019-2020 年的水平（超過 6...

2026 年必須瞭解的 7 大加密趨勢與教訓

作者：Santiago Roel Santos
編譯：Tim，PANews
價格與採用悖論
加密採用將繼續，但市場價格可能很長時間不會回升。
現實採用加速與市場價格滯後之間的這種矛盾並非缺陷，而是當前加密市場演進階段的一個必要特徵。
如果你以十年期視角看待加密市場，那麼它的前景將非常具有吸引力。然而，保持這種長期視角在心理層面充滿挑戰。你應當做好這樣的準備：看著採用率不斷擴張，而價格卻停滯不前或緩...