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Lightweight and Flexible Data Access for Algorand
March 24, 2023
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Algorand has released a new tool for blockchain data access: Conduit. Conduit is a modular plugin-based tool and a powerful upgrade to the one-size-fits-all Indexer. Conduit allows dapps to get exactly the data they need in an affordable deployment.

Useful, but bulky: the Indexer

The Indexer is a ready-to-go open-source tool that pulls the data from the blockchain, stores it in a database, and offers an API to serve that data. The existence of the Indexer has been a significant boon for the Algorand ecosystem, allowing anybody to easily read the Algorand blockchain.

However, the Indexer has historically had one major drawback: it is expensive to run. There are two main reasons for this:

  1. Running an Indexer requires also running an archival node that stores every block since the beginning of the blockchain.
  2. The Indexer collects the entire blockchain history (every transaction since block zero) in a Postgres database.

These facts make the Indexer a multi-Terabyte deployment. A typical Indexer requires a number of expensive resources, and these multiply for production deployments needing redundancy, load-balancing, and covering multiple regions.

The scale of the Indexer also makes it slow to initialize, and only capable of serving the specific queries for which it is indexed. As the Algorand blockchain has grown, it has become impractical for smaller projects to maintain their own Indexers.

Consequently, the ecosystem mostly relies on a few API/data providers. These providers run Indexers and charge dapps for their API calls. This is more economical and practical than each group running their own Indexer, but it presents other inflexibilities.

Dapps should have an accessible option to own their own data access infrastructure. This is what Conduit was built for.

Conduit, the Basics

Conduit is a new solution with several major advantages:

  1. Conduit does not require running an archival algod node.
  2. Conduit lets users filter incoming blockchain data, allowing them to collect strictly the data they need for their applications.
  3. Conduit offers a data pruning feature that allows users to automatically delete old transactions when pruning is enabled.
  4. With Conduit, users can build custom data exporters that use the data destination of their choice.
  5. Conduit is designed as an extensible plugin architecture. Any community-contributed plugin can be integrated by anyone.

Conduit allows users to configure their own data pipelines for filtering, aggregation, and storage of transactions and accounts on any Algorand network.

A Conduit pipeline is composed of an importer, optional processor(s), and exporter plugins. Along with the Conduit release, the following noteworthy plugins are made available.

  • Algod importer — fetches blocks from an algod REST API.
  • Filter processor — filters data based on transaction fields.
  • Postgres exporter — writes the data to a Postgres database.
  • File writer exporter — writes the data to a file.

Configuring a Conduit pipeline requires defining which plugins to use, and if necessary, configuring the plugins. For example, the filter processor requires a definition of what to filter.

This is best demonstrated with an example. See a basic walkthrough here.

Conduit’s Filter Processor

The filter processor is a key new feature introduced with Conduit. It allows users to filter the transaction data based on any transaction field — transaction type, app ID, asset ID, sender, receiver, amount, etc. These filters can also be combined.

Since many transactions are submitted as grouped transactions, the filter processor allows users to choose whether or not to include the entire transaction group when the filter conditions are met.

The filter processor will always include inner transactions for transactions that match the specified filter conditions.

Full details on the filter processor are here.

A New Node Configuration for Conduit: Follow Mode

Conduit is used to track data from the blockchain and make it available to the off-chain world. Every time a new block is created on-chain, Conduit is informed about every change to every piece of state since the prior block, such as new accounts created, app states updated, boxes deleted, etc.

Some dapps use an object called the ApplyData to track some kinds of state changes, however this approach is technically limited. Not all changes are reflected in this object, and ApplyData are only cached for 4 rounds on non-archival nodes, meaning that delayed handling of ApplyData updates for more than 15 or so seconds will result in an unrecoverable state error.

The old Indexer architecture solved these challenges by requiring access to an archival algod node. Indexer used a “local ledger” to track the state changes from round to round, and thus avoided the incomplete ApplyData object. The drawback of this design is the need for an expensive archival node.

Conduit instead requires access to a node in a new lightweight “follow mode” configuration which replaces the need for the archival configuration. Conduit can pause and unpause this node’s round updates as required. The pause functionality ensures that the Conduit process will not miss out on any blockchain state updates. Conduit also makes use of a new “state delta” endpoint introduced in the node to eliminate the requirement for a large local ledger.

A node with follow mode enabled cannot participate in consensus, as votes based on paused state information would be rejected. Similarly, submitting transactions to such a node is not possible, as acceptance based on paused, outdated state information might be judged invalid by the rest of the blockchain.

Conduit as an Extensible Tool

Focusing on open-source principles and decentralization, Conduit’s design encourages custom-built solutions, setting it apart from the Indexer. In our initial release, we encourage new plugin submissions via PRs to the Conduit repository. We aim for the plugin framework to inspire community involvement, allowing everyone to benefit from shared efforts. Currently, we’re engaging the community to identify optimal management for externally-supported plugins long-term (join the conversation on Discord #conduit channel!)

We have already seen the development of a Kafka plugin by a community member (Iridium#4127 on Discord), who has this to say about Conduit:

“… it [Conduit] allows [you] to choose your … targeted product (e.g. Kafka) to quickly build a plugin and let the data flow. Mainly it’s just importing the correct library — configure your connection and use the library to send messages to your system. Receiving is already handled by Conduit.”

Comparing Deployments: Legacy Indexer vs. Conduit Architecture

Indexer, legacy architecture

  • Requires an archival algod node, which requires at least 1.1 TB of storage.
  • Requires a Postgres database with full historical data, or 1.5 TB of storage.

Source for the above: howbigisalgorand.com

Conduit architecture

  • Requires a node with “follow mode” enabled, which requires 40 GB of storage (like other non-archival nodes).
  • Conduit can use a Postgres database, or a different data store. The user can store full historical data, or a subset. This is at most 1.5 TB if storing the full history, and could be as little as a few GB.

The costs of these deployments will vary depending on whether users are self-hosted or using cloud providers (and vary greatly by provider). However, the storage costs will be strictly less for a Conduit-backed deployment.

Note that storage will likely be the major cost factor, and bandwidth and compute requirements are similar across both architectures.

Continued Indexer Support

We are continuing to support the existing releases of Indexer which run its old architecture (using the archival node) at this time. If users would like to continue using the Indexer but also want to save costs by removing the need for an archival node, they have the option to run an Indexer backed by Conduit. The Indexer interface remains the same. See our migration guide here.

Conduit Builds Better Apps

Conduit was designed to be flexible and extensible, intended to allow developers to build whatever data solution fits their needs. As such, Conduit has countless applications.

Want to run Conduit to support your dapp reporting needs?

Want to extend the Indexer API?

Want to power an event-driven system based on on-chain events?

Want to scale your API Provider service by using CockroachDB?

Want to dump everything to S3 and just query that?

The limitations imposed by the Indexer’s rigidity no longer apply. While Conduit doesn’t provide everything for free, it offers users the flexibility to build what they need.

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Found this analysis of Pyth Network’s groundbreaking PYTH buybacks program helpful? Share this article with fellow crypto enthusiasts on Twitter, LinkedIn, or your favorite social platform to spread awareness about this innovative approach to token economics!

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Stellar CEO Reveals Where Real Opportunity Lies in Crypto Market: Details

In a recent tweet, Stellar Development Foundation (SDF) CEO and Executive Director Denelle Dixon defines what "real opportunity" is in blockchain as a new financial future beckons.

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Stellar eyes privacy upgrade

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XDC Network's acquisition of Contour Network

XDC Network's acquisition of Contour Network marks a silent shift to connect the digital trade infrastructure to real-time, tokenized settlement rails.

In a world where cross-border payments still take days and trap trillions in idle liquidity, integrating Contour’s trade workflows with XDC Network Blockchains' ISO 20022 financial messaging standard to bridge TradFi and Web3 in Trade Finance.

The Current State of Cross-Border Trade Settlements

Cross-border payments remain one of the most inefficient parts of global finance. For decades, companies have inter-dependency with banks and their correspondent banks across the world, forcing them to maintain trillions of dollars in pre-funded nostro and vostro balances — the capital that sits idle while transactions crawl across borders.

Traditional settlement is slow, often 1–5 days, and often with ~2-3% in FX and conversion fees. For every hour a corporation can’t access its own cash increases the cost of financing, tightens liquidity that could be used for other purposes, which in turn slows economic activity.

Before SWIFT, payments were fully manual. Intermediary banks maintained ledgers, and reconciliation across multiple institutions limited speed and volume.

SWIFT reshaped global payments by introducing a secure, standardized messaging infrastructure through ISO 20022 - which quickly became the language of money for 11,000+ institutions in 200 countries.

But SWIFT only fixed the messaging — not the movement. Actual value still moves through slow, capital-intensive correspondent chains.

Regulated and Compliant Stablecoin such as USDC (Circle) solves the part SWIFT never could: instant, on-chain settlement.

Stablecoin Settlement revamping Trade and Tokenization

Stablecoin such as USDC is a digital token pegged to the US Dollar, still the most widely used currency for trade, enabling the movement of funds instantly 24*7 globally - transparently, instantly, and without the need for any intermediaries and the need to lock in trillions of dollars of idle cash.

Tokenized settlement replaces multi-day reconciliation with on-chain finality, reducing:

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For corporates trapped in long working capital cycles, this is transformative.

Digital dollars like USDC make the process simple:

Fiat → Stablecoin → On-Chain Transfer → Fiat

This hybrid model is already widely used across remittances, payouts, and treasury flows.

But one critical piece of global commerce is still lagging:

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The Missing link is still Trade Finance Infrastructure.

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The XDC + Contour Shift: A Silent Revolution

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Documentation → Validation → Settlement all under a single infrastructure.

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The Bottom Line

Payments alone won’t transform Global Trade Finance — Trade finance + Tokenized Settlement will.

This is the shift happening underway XDC Network's acquisition of Contour is the quiet catalyst.

Learn how trade finance is being revolutionised:

https://www.reuters.com/press-releases/xdc-ventures-acquires-contour-network-launches-stablecoin-lab-trade-finance-2025-10-22/

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Inside The Deal That Made Polymarket’s Founder One Of The Youngest Billionaires On Earth🌍

One year ago, the FBI raided Polymarket founder Shayne Coplan’s apartment. Now, the college dropout is a billionaire at age 27.

In July, Jeffrey Sprecher, the 70-year-old billionaire CEO of Intercontinental Exchange, the parent company of the New York Stock Exchange, sat at Manhatta, an upscale restaurant in the financial district overlooking the sprawling New York City skyline from the 60th floor. As a sommelier weaved through tables pouring wine, in walked Shayne Coplan—in a T-shirt and jeans, clutching a plastic water bottle and a paper bag with a bagel he’d picked up en route. Sprecher chuckles as he recalls his first impression of the boyish, eccentric entrepreneur: “An old bald guy that works at the New York Stock Exchange, where we require that you wear a suit and tie, next to a mop-headed guy in a T-shirt that's 27.” But Sprecher was fascinated by Polymarket, Coplan’s blockchain-based prediction market, and after dinner, he made his move: “I asked Shayne if he would consider selling us his company.”

Prediction markets like Polymarket let thousands of ordinary people bet on future events—the unemployment rate, say, or when BitCoin will hit an all-time high. In aggregate, prediction market bets have proven to be something of a crystal ball with the wisdom of the crowd often proving itself more prescient than expert opinion. For instance, Polymarket punters predicted that Trump would prevail in the 2024 presidential election, when many national pundits were sure that Kamala Harris would win.

Coplan initially turned down Sprecher’s buyout offer. But discussions led to negotiations and eventually a deal. In October, Intercontinental announced it had invested $2 billion for an up to 25% stake in the company, bringing the young solo founder the balance he was looking for. “We're consumer, we’re viral, we're culture. They’re finance, they’re headless and they’re infrastructure,” Coplan tells Forbes in a recent interview.

At the same time, Coplan announced investments from other billionaires including Figma’s Dylan Field, Zynga’s Mark Pincus, Uber’s Travis Kalanick and hedge fund manager Glenn Dubin. A longtime Red Hot Chili Peppers fan, Coplan even convinced lead singer Anthony Kiedis to invest after a mutual acquaintance brought the musician to Coplan’s apartment one day. “He's buzzing my door, and I’m like, ‘holy shit,'” Coplan recalls, his bright blue eyes widening. “I love their music. A lot of the inspiration [for my work] comes from the music that I listen to.”

Thanks to the deals, Polymarket’s valuation quickly shot to $9 billion, making the 2025 Under 30 alum the world’s youngest self-made billionaire, with an estimated 11% stake worth $1 billion. His reign was short: twenty days later, he was overtaken as the youngest by the three 22-year-old founders of AI startup Mercor.

Young entrepreneurs are minting ten-figure fortunes faster than ever. In addition to the Mercor trio and Coplan, 15 other Under 30 alumni—including ScaleAI cofounder Lucy Guo, Reddit’s Steve Huffman and Cursor’s cofounders—became billionaires this year, while Guo’s cofounder Alexandr Wang and Robinhood’s Vlad Tenev (both former Under 30 honorees) regained their billionaire status after having fallen out of the ranks.

The budding billionaire has long been fascinated by markets and tech. When he was just 14, Coplan emailed the regional Securities and Exchange Commission office to ask how to create new marketplaces. “I did not get a response, but it’s a really funny email,” he says, grinning playfully as he thinks of his younger self. “It just shows that this stuff takes over a decade of percolating in your mind.”

Two years later, Coplan showed up at the offices of internet startup Genius uninvited after multiple emails of his asking for an internship went ignored. At age 16—at least a decade younger than anyone in that office—he secured his first job after making a memorable impression with his “wild curls” and “encyclopedic knowledge of billionaire tech entrepreneurs.” “If he chooses to become a tech entrepreneur, which seems likely, I have no doubt that we’ll be seeing his name again in the press before long,” Chris Glazek, his manager at the time, wrote in Coplan’s college recommendation letter.

Coplan went on to study computer science at NYU, but dropped out in 2017 to work on various crypto projects that never took off. In 2020, he founded Polymarket to create a solution to the “rampant misinformation” he saw in the world: The company’s first market allowed users to bet on when New York City would reopen amid the pandemic. He soon expanded into elections and pop culture happenings, among other events.

But it didn’t take long for the company to butt heads with regulators. In January 2022, Polymarket paid a $1.4 million fine to the Commodity Futures Trading Commission for offering unregistered markets. It was also ordered to block all U.S. users, but activity on Polymarket skyrocketed particularly during the 2024 U.S. presidential election, with bets totaling $3.6 billion. A week after the election, the FBI raided Coplan's apartment and seized his devices as part of an investigation into a possible violation of this agreement. Shortly after, Coplan posted on his X account that he saw the raid as “a last-ditch effort” from the Biden administration “to go after companies they deem to be associated with political opponents.”

In July, the Department of Justice and CFTC dropped the investigations—after which Sprecher reached out to Coplan for dinner—and less than a week later, Polymarket announced it had acquired CFTC-licensed derivatives exchange QCX to prepare for a compliant U.S. launch. QCX applied to be a federally-registered exchange in 2022—an application that was left dormant for three years before receiving approval less than two weeks before the acquisition was announced. When asked about the timing of the deal, Coplan points to CFTC acting chairwoman Caroline Pham, who President Trump tapped to lead the agency in January. “Caroline deserves a lot of credit for getting every single license that had been paused for no reason approved, as acting chairwoman in less than a year,” he says. Coplan had realized an acquisition might be the only way for Polymarket to legally operate in the U.S. as early as 2021 due to the lengthy federal approval process, a source familiar with the deal told Forbes.

Just two months after the acquisition and days after Donald Trump Jr. joined Polymarket’s advisory board, the company received federal approval to launch in the U.S. (Trump Jr. has also served as a strategic advisor to Polymarket’s main competitor Kalshi since January.)

Polymarket’s rapid rise has drawn critics. Dennis Kelleher, co-founder and CEO of Washington-based financial advocacy group Better Markets, told Forbes in an email that the current administration’s deregulation around prediction markets has unlocked a regulatory “loophole” to enable “unregulated gambling” under the CFTC, “which has zero expertise, capacity or resources to regulate and police these markets.” Kelleher added that with backing from the Trump family “who are directly trying to profit on this new gambling den… the massive deregulation and crypto hysteria will almost certainly end badly for the American people.”

Investors and businesses are scrambling to seize the moment of deregulation. “We had opportunities to invest in events markets earlier, but there was a lot of risk,” Sprecher says, listing the regulatory changes in favor of crypto and prediction markets under the current administration. “This was the moment to invest if we wanted to still be early in the space.”

In the last few months, Trump’s Truth Social and sportsbook FanDuel, as well as cryptocurrency exchanges Crypto.com, Coinbase and Gemini all announced their own plans to offer prediction markets. Robinhood CEO Vlad Tenev said prediction markets, which were integrated into its platform in March, were helping drive record activity for the retail brokerage in its third quarter earnings call.

“People are starting to realize right now that the opportunities are endless,” says Dubin, the billionaire hedge fund veteran who invested in Polymarket earlier this year. He points to sports betting companies, which have been regulated by states as gambling activity and taxed accordingly. States like New York can tax up to 51% of sportsbooks’ revenue, but federally-regulated prediction markets can bypass state laws, avoiding taxes and operating in all 50 states. With the realization that prediction markets could upend the sports betting industry—which brought in $13.7 billion in revenue in 2024—businesses are quickly jumping on board despite pushback from state gambling regulators. In October, both Polymarket and Kalshi secured partnerships with sportsbook PrizePicks and the National Hockey League, and Polymarket announced exclusive partnerships with sportsbook DraftKings and the Ultimate Fighting Championship.

The disruption won’t be limited to sports betting. Alongside its investment, Intercontinental’s tens of thousands of institutional clients including large hedge funds and over 750 third-party providers of data will soon have access to Polymarket data, as it gets integrated into Intercontinental’s products such as indices to better inform investment decisions. It also hopes to work with Polymarket to work on initiatives around tokenization—or converting financial assets into digital tokens on blockchain technology—to allow traders on Intercontinental’s exchanges to trade more flexibly at all hours of the day, Sprecher says. What’s more, in November, Google Finance announced it would integrate Polymarket and Kalshi data into its search results, while Yahoo Finance also announced an exclusive partnership with Polymarket.

Despite flashy investors, partnerships and a record $2.4 billion of trading volume in November, Polymarket has yet to launch in the U.S. or turn a profit. Coplan and his investors have hinted at ways the company could make money one day—selling its data, charging fees to users, launching a cryptocurrency token (similar to Ethereum or Bitcoin)—but decline to confirm any specifics. For now, the only thing that’s certain is the bet Coplan is making on himself. “Going for it and having it not pan out is an infinitely better outcome than living your life as a what if,” he says.

Standing across from the New York Stock Exchange building, Coplan tilts his head up as he watches a massive banner with Polymarket’s logo get hoisted onto the exterior of the building. It’s been five years since founding. One year since the FBI raid. He’s taking it all in. “Against all odds,” the bright blue banner reads, rippling in the wind alongside three American flags protruding from the building.

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