Crypto Basics

Cardano (ADA) Crypto – What It Is and How It Works?

Learn everything about Cardano (ADA) crypto and how it works in this descriptive guide.
Token Metrics Team
8 minutes
MIN

Cardano (ADA) can be described as a blockchain platform that’s designed to enable the development of decentralized applications and smart contracts. It is the first blockchain platform to be built on a scientific philosophy and to be developed through peer-reviewed research and scientific rigor. Developed by a global team of leading researchers and engineers, Cardano is set to revolutionize the way we use and interact with blockchain technology. 

This beginner's guide to Cardano will provide you with all the information you need to understand the platform, its features, and how to use it. From its unique consensus algorithm to its native token ADA, this guide will provide you with a comprehensive overview of Cardano. Whether you're a beginner interested in learning more about Cardano or a blockchain expert looking for the latest information, this guide has you covered from end-to-end. 

History of Cardano

Cardano was founded by Charles Hoskinson, who also co-founded Ethereum. However, Cardano is a very different platform from Ethereum regarding its design and goals. Whereas Ethereum is a decentralized application ("dapp") platform designed to power all sorts of different decentralized applications, Cardano is designed to be a "first generation" blockchain platform that can be used to build decentralized applications, as well as other things.

The Cardano Foundation, IOHK, and Emurgo are developing the Cardano platform. The three groups are working together to build the Cardano platform and will hold a stake in the Cardano ecosystem. 

The first phase of Cardano's development began in 2015. At the time, a company called Input-Output (IOHK) was contracted to build the platform. In 2017, IOHK decided to hand over control of the project to the Cardano Foundation and Emurgo. The three partners are now working together to bring Cardano to market. The next development phase has been completed sometime between 2020 and 2021. After that, Cardano emerged as a fully decentralized blockchain.

How Does Cardano Work?

The Cardano platform uses a proof of stake (PoS) consensus algorithm to manage its decentralized network. Proof of stake is a consensus algorithm where the right to add new blocks to the blockchain is determined not by computing power but by coin ownership. In PoS-based blockchains, users must "stake" or "deposit" their coins to add new blocks to the blockchain for a certain amount of time. The more coins a user stakes, the greater the chance that the user will be selected to add a new block. Cardano uses the Ouroboros proof of stake algorithm. 

Ouroboros is the first proof of stake algorithm to be proven secure in a peer-reviewed paper. This unique algorithm uses a "random selection of a catch-up fellow" to create a network with no central authority. In other words, no single person or group can control the network. The algorithm works by randomly selecting a "follower" who can "catch up" with the "leader."

The leader is the person responsible for adding new blocks to the blockchain. The follower has one job: to predict what the leader will do. If the follower is correct, they are promoted to the leader and given a chance to add a new block. If the follower is incorrect, they remain a follower, and another random person is selected to catch up. The Ouroboros algorithm was expected to be completed by June 2020. But, according to recent reports, Charles Hoskinson said that the Ouroboros Genesis implementation will be in 2023.

Cardano's Development and Governance

The development and governance of Cardano are handled by three large organizations:

The Cardano Foundation: The Cardano Foundation maintains Cardano's core. This group promotes the platform, manages its marketing and communications, and defends the brand.

IOHK: IOHK leads the team behind Cardano's core. This group is responsible for developing and maintaining the platform's core software and bringing new features to the market.

Emurgo: The third group, Emurgo, brings businesses and investments to the Cardano ecosystem. Emurgo helps businesses integrate with the Cardano network and encourages others to build projects on the Cardano platform.

The functioning of Cardano stands tall because of the highly secured and powerful ecosystem as mentioned above. Now, what is Cardano’s native token ADA?

Cardano's Native Token - ADA

Cardano's native token, ADA, sends money on the Cardano blockchain. It also rewards people who help maintain and build the network. The team behind Cardano has stated that ADA is more than just a token: it also serves as "the fuel that drives the Cardano ecosystem." Cardano’s development team has stated that the platform will be fully decentralized once the network has been around for a few years. Until then, the platform will be maintained by a group of stakeholders who have a vested interest in the platform's success. These stakeholders have a stake in the system and are rewarded with ADA for helping maintain the platform. 

There are 3-easy ways to earn ADA

  • Hosting a node, 
  • Providing software assurance, or 
  • Contributing to the development of Cardano's software or research.

Apart from these, Cardano’s powerful 3-layered ecosystem makes it reliable and trustworthy. 

The 3-Layered Cardano's Ecosystem

Here are the three secured-layers that constitute Cardano (ADA): 

The Cardano Network: The Cardano network is the blockchain that runs the ADA token and smart contracts. It is maintained by the stakeholders, who receive ADA for their work.

Cardano's core technology: The Cardano core represents the core software that powers the Cardano network. This includes the programming languages used to build decentralized applications and the virtual machine that runs those apps.

All the projects built on top of the Cardano platform: The Cardano projects layer lists all the decentralized applications built on top of the Cardano network.
To top it all, you can also enjoy the benefit of smart contracts on Cardano. 

Smart Contracts On Cardano

Although Cardano is designed to be a dapp platform, it can also be used to build smart contracts. The programming language used to build smart contracts on Cardano is called Haskell and Cardano's virtual machine, called the "Computing Resources And Dispatcher" (CRDD), can execute many programming languages.

Any decentralized application built in any programming language can be hosted on the Cardano network. Cardano's smart contracts are unique because they are the first to be verified by a formal verification tool called the "Industrial Strength Verification" (ISV). This tool will help you confirm whether or not a smart contract is safe to use.

Cardano's Use Cases

Use Case #1: The first use case for Cardano is a decentralized application platform. This means that developers can build apps on top of the Cardano blockchain. These dapps will be able to send and receive ADA and use other features like the ability to create a wallet or sign a transaction. 

Use Case #2: The second use case for Cardano is as a financial asset. Investors can buy and sell ADA on cryptocurrency exchanges, and the token could also represent ownership in a company.

Now, let’s see the security measures that Cardano aims to offer.

Security on Cardano

One of the most common questions about Cardano is how secure it is compared to other blockchains. Cardano does not claim to be more secure than other blockchains but seeks to be as secure as possible. The team behind Cardano has said that one of their goals is to be the "safest and most reliable blockchain." 

One way Cardano strives to be more secure is through its unique design. While other blockchains are designed to do one thing well, Cardano is designed to do many different things less well. Cardano's design means no single platform part is crucial to its operation. If one part of the platform fails, many other parts can take its place. This indicates safety at its best.

Is Cardano a Worthy Investment?

There we are swinging again to whether or not Cardano is a good investment. Let’s check out the latest updates before we decide, shall we?

According to the Cryptoglobe’s Report, ADA’s price might soar up to 100% by 31st January, 2023. Major upgrades are being anticipated by investors to improve DeFi’s significance through its oracles.

So, Cardano is something to look forward to owing to its upcoming features. 

Future of Cardano

Let’s dive a bit further into the future. Cryptopolitan thinks the price of ADA will soar up to $21.35 on an average, with a minimum price of $20.55. Changelly also believes that ADA price will rise, but the website thinks the coin price will only peak at $15.69, with an average of $13.92, similar to the data from Price Prediction. The website’s analysts predict that the coin’s maximum price will be $15.69 with a minimum of $13.55.

Most experts predict that Cardano might see a bright future in 2023. With persistent developments Cardano’s ecosystem has been witnessing, and in the crypto asset market as a whole, Cardano can potentially reach a new high.

The Bottom Line

Cardano aims to be a "first generation" blockchain technology. The platform is being built by a group of organizations, each with a specific role in the project.

The team hopes this design will help Cardano achieve its goal of being the most secure blockchain. The platform uses a unique consensus algorithm, and its native token is storable in various wallets. The token can be used to represent ownership in a company. 

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Ethereum and Base Ecosystem Rally: Top Crypto Trading Opportunities in 2025

Token Metrics Team
6 min
MIN

Ethereum and Base Ecosystem Rally: Top Crypto Trading Opportunities in 2025

The cryptocurrency market is experiencing a significant narrative shift, with Ethereum and Base ecosystem projects leading the charge in early 2025. Recent market analysis reveals a concentrated rally in ETH-related tokens, presenting both opportunities and risks for crypto traders.

The Current Market Narrative: Ethereum Dominance

The crypto market has entered what experts are calling "Ethereum season," with ETH positioning itself as the number two highest-rated token in terms of trader grade. This surge isn't coincidental – it's driven by several key factors:

Public Treasury Adoption

Major corporations are increasingly adding Ethereum to their treasury holdings, following the path Bitcoin paved. This institutional adoption has created sustained buying pressure, with Ethereum benefiting from the same "digital gold" narrative that propelled Bitcoin to new heights.

Base Ecosystem Explosion

Coinbase's Layer 2 solution, Base, has become the most relevant L2 network, overtaking Arbitrum's previous dominance. The recent rebranding of Coinbase Wallet to the "Base app" has created a powerful ecosystem effect, benefiting projects deeply integrated with Base infrastructure.

Top Performing Tokens in the Ethereum/Base Narrative

1. Aerodrome (AERO) - The Base Liquidity King

Current Market Cap: $1.2 billion
FDV: $2.3 billion

Aerodrome has emerged as the go-to liquidity solution for the Base ecosystem. With its tight integration into Coinbase's Base app ecosystem, AERO has significant upside potential as the Base app remains in limited beta. Once full access opens to Coinbase's broader user base, liquidity demand could skyrocket.

Key Advantages:

  • Direct Coinbase backing and integration
  • Lower market cap compared to competitors
  • Strong correlation with overall Base ecosystem growth
  • First-mover advantage in Base liquidity provision

2. Pendle (PENDLE) - The New DeFi Infrastructure Play

Current Market Cap: Under $1 billion
FDV: $1.6 billion

Pendle is positioning itself as essential DeFi infrastructure, often compared to the "new Aave." The project has attracted significant institutional investment and offers unique yield trading mechanisms that differentiate it from traditional lending protocols.

Growth Drivers:

  • 40% gain in the past week
  • Strong institutional backing
  • Innovative yield trading products
  • Lower valuation than established competitors

3. Ethena (ENA) - The Synthetic Stablecoin Revolution

Current Market Cap: $2.3 billion
FDV: $11.6 billion

Ethena has created a revolutionary synthetic stablecoin (USDe) that generates yield through delta-neutral trading strategies. The protocol has achieved remarkable growth, reaching 10 billion in stablecoin supply faster than both USDC and Tether historically.

Unique Features:

  • 18% yield generation in 2024
  • Delta-neutral funding rate arbitrage
  • Tier-1 VC backing (Dragonfly, Pantera)
  • Rapid adoption exceeding traditional stablecoins

Trading Strategy: Narrative-Based Approach

The current market requires a narrative-focused trading strategy rather than pure fundamental analysis. Here's why:

Market Psychology Shift

The crypto market has become increasingly trader-oriented, with attention shifting between sectors rapidly. Projects with strong fundamentals can underperform if they're not part of the current narrative cycle.

Historical Pattern Recognition

Previous cycles show clear rotation patterns:

  • AI agents dominated in late 2024 (AXBT, Virtuals)
  • DePIN had its moment earlier
  • Now Ethereum/Base ecosystem is trending

Risk Management Approach

Smart traders are:

  1. Following trending tokens with high trader grades
  2. Setting alerts for signal changes
  3. Taking profits when narratives shift
  4. Avoiding emotional attachment to fundamentally sound projects outside current narratives

The Coinbase Effect: Why Base Matters

Coinbase's strategic moves are creating a "super app" ecosystem similar to WeChat but built on crypto rails:

Multi-Function Integration

  • DEX Trading: Direct access to decentralized exchanges
  • Social Features: Creator economy through Zora integration
  • Mini Apps: Farcaster-powered applications
  • Payments: Base Pay for USDC transactions

Competitive Positioning

Other exchanges are following suit:

  • OKX launching X Layer with OKB as gas token (+100% recently)
  • Kraken developing Inc L2
  • Bybit expanding Mantle ecosystem

Risk Factors and Exit Strategy

Narrative Rotation Risk

History shows that even blue-chip projects can decline 85-90% when narratives shift. AI tokens like AXBT fell from $0.80 to $0.13 despite strong fundamentals.

Timing Considerations

The Ethereum/Base narrative may be reaching maturity. Smart money is:

  • Monitoring correlation breakdowns between related tokens
  • Watching for volume decreases in trending sectors
  • Preparing for the next narrative (potentially AI resurgence or new sector)

Alert-Based Trading

Successful traders are implementing:

  • Price alerts for key support/resistance levels
  • Signal change notifications for trading grade shifts
  • Volume alerts for unusual activity patterns

Looking Ahead: What's Next?

Potential Catalysts

  • Base app public launch could drive another AERO surge
  • Institutional DeFi adoption may benefit Pendle and Morpho
  • Stablecoin regulations could accelerate Ethena adoption

Sector Rotation Preparation

Smart traders are already positioning for potential rotations into:

  • AI agents (oversold, innovation continuing)
  • DePIN projects (fundamental development ongoing)
  • New narrative emergence (RWAs, GameFi resurgence)

Conclusion

The Ethereum and Base ecosystem rally presents compelling short-term opportunities, but requires disciplined execution and risk management. Focus on projects with strong narrative alignment, lower valuations relative to peers, and clear catalysts for continued growth.

Remember: in the current market environment, being right about fundamentals isn't enough – you need to be right about narrative timing. Stay flexible, use alerts effectively, and be prepared to rotate when the market's attention shifts.

The crypto market moves fast. Stay informed with real-time analysis and trading signals to maximize your opportunities while managing risk effectively.

Research

Choosing the Right Crypto API for Your Bot: REST vs WebSockets Explained

Token Metrics Team
6
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As crypto trading automation accelerates into 2025, choosing the right API interface for your bot could be the critical difference between lagging behind or capitalizing on real-time opportunities. But when it comes to REST vs WebSocket crypto APIs, which technology should you select for power, reliability, and performance? This post details the core differences, essential trade-offs, and latest best practices for crypto API comparison, empowering you to make a technical, mission-aligned decision for your next-generation trading bot.

REST and WebSocket: Core Concepts for Crypto APIs

To understand which API protocol is optimal for your crypto bot in 2025, let’s clarify what REST and WebSocket actually do—especially in a high-frequency, automation-driven ecosystem.


     

     


The fundamental contrast: REST works in a "pull" model (request/response), while WebSockets operate in a "push" paradigm (real-time streams). This distinction plays a major role in how bots interact with exchanges and handle crypto market shifts.

Performance, Latency, and Reliability for Crypto Bots

Performance and data freshness are critical for crypto APIs in 2025. High-frequency or latency-sensitive trading bots depend on receiving accurate, instant data on price movements and order book changes.

       

Yet reliability considerations persist. WebSocket connections may experience drops, require reconnection logic, and occasionally miss events during high network volatility. REST, while slower, may provide more consistency under unstable conditions.

Scalability, Security, and Use Cases in Crypto API Comparison

Your crypto bot’s requirements—frequency of updates, types of orders, and compliance frameworks—may drive the API choice. Here’s how REST and WebSocket compare across scenarios relevant in 2025:


     

     


Security-wise, REST can offer granular access controls per endpoint. WebSockets, though encrypted, have unique session management and timeout considerations—especially important for bots managing real funds.

In the ever-evolving crypto automation landscape, developers and researchers are seeing:


     

     

     


Ultimately, the “better” API depends on your bot’s profile: Speed-critical, event-driven bots gravitate to WebSockets, while research bots or those trading on daily signals may remain with REST. Many leading bot frameworks in 2025 offer seamless switching or even run hybrid workflows for best-in-class resilience.

Practical Tips for Comparing REST vs WebSocket Crypto APIs

When evaluating crypto APIs for your bot or automation project, consider these practical criteria:

    Above all, test API performance in real-market scenarios—using sandboxes or historical replays—to ensure your bot’s architecture is future-proofed for 2025 volatility and growth.

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    FAQ: REST vs WebSocket Crypto APIs for Bots in 2025

    What are the main differences between REST and WebSocket APIs?

    REST APIs use isolated request/response cycles and are suited for infrequent or simple queries. WebSocket APIs sustain continuous, two-way connections for real-time market data updates. The choice depends on whether your bot needs static or streaming data.

    Which API type is better for real-time crypto trading bots?

    WebSocket APIs are preferred for real-time trading bots due to their lower latency and ability to push instant data updates. However, implementation complexity and stability must be considered.

    Can I use both REST and WebSocket in the same bot?

    Yes. Many bots use REST for account management or trade execution and WebSocket for live data streams. This hybrid approach leverages the strengths of each protocol.

    Are there security differences between REST and WebSocket crypto APIs?

    Both protocols utilize SSL encryption and API key-based authentication, but WebSocket sessions require more careful management and regular re-authentication to prevent stale or hijacked connections.

    How do I choose the right API for my crypto bot?

    Assess your bot’s use case—speed versus reliability, frequency of queries, data intensity, and integration requirements. Testing both protocols with your trading logic is recommended for optimization.

    Disclaimer

    This content is for educational and informational purposes only. It does not constitute investment, trading, or financial advice. Past performance and API platform capabilities are not guarantees of future results. Always perform independent research and technical due diligence before building or deploying trading bots or utilizing API-based automation tools.

    Research

    Avoid These Common Pitfalls When Creating Your First Crypto Trading Bot

    Token Metrics Team
    6
    MIN

    Coding your first crypto trading bot can be an exciting journey into algorithmic trading, automation, and the world of digital assets. But for many beginners, the path is full of unexpected hurdles. Rushing into bot development without understanding key risks can lead to costly errors, technical failures, and frustration. In this article, we break down the top mistakes to avoid when building your first crypto trading bot, and offer actionable insights so you can start your automation journey on solid ground.

    Jumping in Without Market or Technical Knowledge

    Many new developers are eager to start building a crypto trading bot after seeing success stories or reading about impressive returns from algorithmic strategies. However, skipping foundational learning can result in critical errors:

    • Limited understanding of market structure: Crypto markets operate differently from traditional assets, with unique liquidity, volatility, and trading hours.
    • Lack of programming proficiency: Writing robust, bug-free code is vital. Even minor logic errors can trigger unexpected trades or losses.
    • Neglecting data analysis: Bots rely on processed signals and historical data to inform actions. Without knowing how to interpret or validate data sources, a bot may act on false assumptions.

    Before you start coding, invest time to learn how exchanges work, typical trading strategies, and the programming language you intend to use (often Python or JavaScript for most bot frameworks). Familiarize yourself with basic quantitative analysis and backtesting tools to ground your bot in solid logic.

    Overlooking Risk Management Essentials

    One of the most widespread beginner crypto bot mistakes is failing to build robust risk controls into the automated system. While automation can remove human error and emotion, it cannot protect you from strategy-flaws or market anomalies by default. Major risks include:

    • No stop-loss or position sizing: Without defined parameters, a bot could open positions too large for your portfolio or fail to exit losing trades, compounding losses.
    • Ignoring exchange downtime or slippage: Bots need to account for order execution issues, network delays, or sudden liquidity drops on exchanges.
    • Insufficient monitoring: Set-and-forget mentality is dangerous. Even well-designed bots require monitoring to handle edge-cases or technical glitches.

    Consider embedding risk-limiting features. For example, restrict order sizes to a fraction of your total balance and always code for the possibility of missed, delayed, or partially filled orders.

    Choosing Unstable or Unsafe Exchange APIs

    APIs are the backbone of any crypto trading bot, allowing programmatic access to price data, balances, and order actions. For beginners, choosing subpar or poorly documented APIs is a frequent pitfall. Key issues include:

    • Insecure key storage: API keys grant powerful permissions. Storing them in plain text or repositories increases the risk of theft and account compromise.
    • Throttling and limits: Many exchanges impose usage limits on their APIs. Failing to handle request throttling can break your bot's functionality at critical moments.
    • Lack of redundancy: If your bot depends on a single API and it goes offline, your strategy can fail entirely. Good practice includes fallback data sources and error handling routines.

    Take time to evaluate API documentation, community support, and reliability. Explore well-maintained libraries and modules, and always use environment variables or secure vaults for your credentials.

    Failing to Backtest and Simulate Bot Performance

    It's tempting to deploy your trading bot live the moment it compiles without error. However, skipping backtesting—testing your bot on historical data—or forward-testing on a demo account is a recipe for unexpected behavior. Top mistakes here include:

    • Curve-fitting: Over-optimizing your bot to past data makes it unlikely to work under changing real-world conditions.
    • Test environment differences: Bots may behave differently in a testnet/sandbox compared to mainnet, especially regarding latency and real order matching.
    • Poor scenario coverage: Not simulating rare but critical events (such as flash crashes or API downtime) can leave your bot vulnerable when these inevitabilities occur.

    Carefully test your strategies with a range of market conditions and environments before risking live funds. Look for open-source backtesting libraries and consider using paper trading features offered by many exchanges.

    Neglecting Security and Compliance Considerations

    Crypto trading bots operate with sensitive account access and sometimes large balances at risk. New developers often underestimate the importance of security and regulatory compliance. Watch out for:

    • API abuse or leaks: Credentials, if exposed, can lead to unauthorized actions on your exchange accounts.
    • Open-source hazards: Downloading random code from forums or GitHub can introduce backdoors or exploits.
    • Compliance oversight: Depending on your location, automated trading or data collection may have legal implications. Always review exchange policies and seek out reliable, neutral sources on legal requirements before deploying trading bots.

    Implement best practices for code security and stay attentive to legal developments in your jurisdiction. Avoid shortcuts that could put your assets or reputation in danger.

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    What programming languages are best for building a crypto trading bot?

    Most crypto trading bots are built in Python or JavaScript due to strong libraries and exchange support. Some advanced users deploy bots in Java, C#, or Go for higher performance, but Python is considered beginner-friendly.

    How can I test my crypto bot safely before going live?

    Start with backtesting using historical data, then use exchange-provided sandboxes or paper trading environments. This lets you observe your bot’s actual behavior without risking real money or assets.

    What are best practices for managing API keys securely?

    Store API keys in environment variables or encrypted vaults, restrict key permissions, and never share or publish them. Rotate keys periodically and monitor logs for unauthorized activity.

    Can a crypto bot lose money even with a tested strategy?

    Yes; even well-tested bots can lose money due to market changes, exchange outages, slippage, or unforeseen bugs. Continuous monitoring and updates are essential for risk control.

    What tools or platforms can help beginners build better crypto trading bots?

    Platforms offering real-time market data, robust APIs, and community support can help. AI-powered research tools like Token Metrics can assist with backtesting and market analysis, while open-source frameworks provide learning resources.

    Disclaimer

    This article is for educational purposes only and should not be construed as investment, financial, or trading advice. Crypto trading bots carry risks, and readers should conduct thorough research and consult with professionals as appropriate. Always follow relevant laws and exchange terms of service.

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