DeFi techniques: Methods and tools for decentralised finance - The Data Scientist (2024)

Decentralised finance (DeFi) has become one of the most popular sectors of blockchain. The goal of DeFi, in brief, is to create a blockchain-based financial system without any intermediaries.

Some users are into this for ideological reasons, and some for purely financial reasons. In the end of the day, DeFi manages to combine both harmoniously.

Those who are in this for ideological reasons, believe that a world where financial and economic power is centralised if fundamentally wrong. Decentralisation leads to better and fairer societies.

Those who are in this for financial reasons believe that by removing the intermediaries we can enjoy a better service and lower fees. Plus, we can also enjoy the creation of new financial products with different risk profiles.

DeFi has been definitely keeping some of its promises so far. And also, it has been growing more and more popular. As you can see in the graph below, at the time of writing, the total value locked in DeFi keeps growing and growing.

In this article, I am hoping to describe some of the mechanisms that make DeFi so interesting and special. This will hopefully help you understand DeFi better, but it might also aspire new blockchain entrepreneurs to come up with their own ideas.

Yield

DeFi techniques: Methods and tools for decentralised finance - The Data Scientist (2)

Yield is one of the magic DeFi words. Many users are into DeFi simply because of yield. In general, yield is not one mechanism, but it is the core incentive that lubricates the DeFi machine.

Every DeFi mechanism that is being used is based on two things:

  1. A user provides some sort of liquidity.
  2. The user gets back some reward in the form of an interest rate (yield).

Probably, the most famous and yield-centric project is Yearn Finance. Yearn finance uses an automated system to try and allocate your investment in different defi products, trying to maximise return.

Liquidity pools

The liquidity pool is maybe the most important mechanism in the DeFi ecosystem. One of the first protocols to use liquidity pools was Bancor, but the concept gained more attention with the popularization of Uniswap. Some other popular exchanges that use liquidity pools on Ethereum areSushiSwap,Curve, and Balancer.

The concept of a liquidity pool is an extension of the concept of a market maker. Liquidity pools utilise what is calledautomated market makers. In a traditional exchange, brokers act as middlemen that handle transactions, allowing the users to trade peer-to-peer. A liquidity pool, instead, uses smart incentives to create a peer-to-contract protocol.

A liquidity pool is like a big pile of money where anyone can invest. When someone creates a new pool they are responsible for providing the initial liquidity. The price is between the pair of tokens is defined through an equation. For example, for two tokens x and y, their price can be defined by the relationship x*y=k.

So, when there is more demand for a token (relative to the other) the price will increase. Arbitragers are free to exploit any inefficiencies of the market, bringing the price back to its fair value.

This is a high level description of the concept of liquidity pools. In practice, there are many implementation details that we need to take into account. For example, impermanent loss is a concept that many people find it difficult to wrap their heads around. This is when the users supplying liquidity into a pool, aiming at a nice return, end up being in situation where they would have made more money if they held the token in their wallet.

Borrowing and lending

Borrowing and lending is probably the most popular DeFi use case. It uses the liquidity pool mechanism described earlier in order to allow users to borrow and lend assets. The number 1 project at the time of writing (in terms of market capitalisation) is Aave which is a borrowing and lending protocol.

One of the benefits of blockchain technology is that it allows the creation of use cases that would not exist in the mainstream financial system. One such use cases is flash loans.

Flash Loans

Aave allows certain loans, called “flash loans,” to be instantly issued and settled. These loans require no upfront collateral and happen almost instantly.

Flash loans take advantage of a feature of all blockchains, which is that transactions are only finalized when a new bundle of transactions (known as a block) is accepted by the network.

Adding each new block takes time. On Bitcoin, that interval is roughly 10 minutes. On Ethereum, it’s 13 seconds. An Aave flash loan therefore takes place in that 13-second period.

The flash loan works like this:

  1. A borrower requests funds from Aave. They must pay back those funds, and a small fee, within the same block.
  2. If the borrower doesn’t do this, the entire transaction is cancelled, and no funds are borrowed
  3. As a result, Aave doesn’t take a risk and neither does the borrower.

This can be used in order to capitalise on trading opportunities within a very short timespan.

Collateralization

Another mechanism that we observe in DeFi is the use of collateral to take certain actions. For example, Synthetix allows users to create new synthetic blockchain-based derivatives by placing a certain amount of tokens as collateral.

In a similar fashion, borrowing-and-lending work through collateralization. A user can be at the risk of liquidation if the value of their collateral drops.

Summary

Decentralised finance is definitely one of the most exciting areas of blockchain. Its value is constantly rising and we are seeing more and more use cases and wider adoption every day. In this article we only exposed some of the mechanisms that are used by DeFi protocols. There are many more, and I hope that this has inspired aspiring blockchain founders to look into this area.

DeFi techniques: Methods and tools for decentralised finance - The Data Scientist (2024)

FAQs

What is the DeFi method? ›

Decentralized finance, or DeFi, uses emerging technology to remove third parties and centralized institutions from financial transactions. The components of DeFi are cryptocurrencies, blockchain technology, and software that allow people to transact financially with each other.

What problems DeFi solves? ›

Because DeFi transactions are recorded on a decentralized blockchain, they are resistant to hacking and other forms of fraud. In contrast, traditional finance systems are often vulnerable to cyber attacks and other forms of security breaches. Thirdly, DeFi offers greater accessibility.

What is the methodology of decentralized finance? ›

Decentralized finance (DeFi) represents a novel paradigm that fundamentally transforms the creation, distribution, and utilization of financial services. In the realm of DeFi, software is distributed in a decentralized manner across networks, ushering in a new era of open financial infrastructure [31].

What are DeFi tools? ›

DeFi tools are software applications and platforms that enable users to engage in DeFi. These tools offer services like lending, borrowing, yield farming, and asset management without traditional financial intermediaries. They utilize blockchains to provide secure, transparent, and accessible financial operations.

What is DeFi in simple terms? ›

DeFi — short for decentralized finance — is a new vision of banking and financial services that is based on peer-to-peer payments through blockchain technology. Via blockchain, DeFi allows “trust-less” banking, sidestepping traditional financial middlemen such as banks or brokers.

What is the main purpose of DeFi? ›

Decentralized finance (DeFi) is an emerging model for organizing and enabling cryptocurrency-based transactions, exchanges and financial services. DeFi's core premise is that there is no centralized authority to dictate or control operations.

What is the biggest problem in DeFi? ›

Impermanent loss. Impermanent loss is one of the most common and misunderstood DeFi market risks. When a user provides liquidity, they must deposit two types of assets. As other users buy and sell tokens from the pool, the asset ratios shift, increasing the value of one while lowering the value of the other.

How do you not lose money in DeFi? ›

How to avoid it: If you are swapping an illiquid token, the only thing that can be done to minimize negative price impact is to reduce the amount swapped. As a courtesy, 1inch provides a warning that will show how much you will lose (in percentage terms) to price impact before you make the swap.

What is the weakness of DeFi? ›

Another major disadvantage of DeFi is the high number of risks associated with it. These include market volatility, smart contract failures, and hacking threats.

What are examples of decentralized finance DeFi? ›

As an example, DeFi applications like Uniswap and SushiSwap have revolutionized the way cryptocurrencies are exchanged; both are decentralized exchanges that allow users around the world to swap and exchange a wide variety of digital assets, such ERC20 tokens, an Ethereum token standard for fungible tokens, in the ...

What is decentralized technique? ›

Decentralization or decentralisation is the process by which the activities of an organization, particularly those regarding planning and decision-making, are distributed or delegated away from a central, authoritative location or group and given to smaller factions within it.

What are the different methods of decentralization? ›

It goes through deregulation or privatization. For example, the government privatizes public services such as postal services, schools, and waste management. (5) Functional decentralisation: It implies the vesting of decision-making authority in the specialized units by the central agency.

What are the key components of DeFi? ›

Key components of DeFi
  • Blockchain technology. ...
  • Smart contracts. ...
  • Decentralized applications (dApps) ...
  • Decentralized lending and borrowing. ...
  • Decentralized exchanges (DEXs) ...
  • Decentralized stablecoins. ...
  • Yield farming and liquidity mining.

What is DeFi security tools? ›

DeFi Tools include Decentralized Oracles, Dapp Templates, Relayers, Gas Tools, MEV Tools, Web3 Bridges, MEV Analytics Tools, Token Price APIs, Analytics Tools, Quest-to-Earn Tools. Track Wallet Activity with Alchemy's Transfers API.

How does a DeFi platform work? ›

DeFi, short for Decentralized Finance, works by leveraging blockchain technology to create financial applications that operate without intermediaries like banks. It allows users to access various financial services such as lending, borrowing, trading, and earning interest directly from their digital wallets.

What is DeFi lending and how does it work? ›

In addition to it, the DeFi lending protocol helps lenders to earn interest on crypto assets. As compared to the conventional loan processing system of the banks, DeFi lending enables individuals to become a lender just like a bank. An individual can easily lend their assets to others and accrue interest on that loan.

What are the pros and cons of DeFi? ›

While DeFi has many advantages, such as increased accessibility and transparency, it also has its fair share of disadvantages, such as high volatility and security risks. In this article, we will explore the advantages and disadvantages of DeFi and how they impact the future of finance.

How does DeFi farming work? ›

Similar to other investing and trading activities in DeFi, yield farming is powered by smart contracts, which automate borrowing, lending, and capital exchange. The assets themselves are deposited into a smart contract address associated with a given protocol and may have various lockup periods.

Is DeFi Smart mining real or fake? ›

Yes, decentralized finance (DeFi) is real. DeFi refers to a set of financial services and applications that operate on blockchain technology, primarily the Ethereum blockchain.

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