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dYdX Chain: A Comprehensive Overview of the Launch Incentives Program

Cover Image for dYdX Chain: A Comprehensive Overview of the Launch Incentives Program
  1. Introducing the dYdX Chain Launch Incentives Program
    1. The Structure of the Program
    2. Incentives for Traders
    3. Market Maker Incentives
    4. Addressing Wash Trading
    5. The Broader Impact
  2. Objectives of the dYdX Chain Launch Incentives Program
    1. Bootstrap Liquidity on dYdX Chain
    2. Bootstrap Staked DYDX
    3. Governance
    4. Efficient Rewards Distribution
  3. Principles Guiding the dYdX Chain Launch Incentives Program
    1. Neutrality in Trading Activity
    2. Balancing Trading Volumes with Market Liquidity
    3. Focus on Activities that Benefit the dYdX Chain
  4. Incentives Theory Through Goal-Setting
    1. Application to dYdX Chain
    2. Traders Goals
      1. Enhancing Profitability
      2. Increasing Trading Volumes
    3. Liquidity Goals
      1. Tighter Spreads
      2. Liquidity Used for Liquidations
    4. Staking Goals
    5. Governance Goals
  5. dYdX Chain Launch Incentives: Trading Activity and Performance-Based Rewards
    1. Trading Activity-Based Allocation
    2. Performance-Based Prizes
  6. LP in the dYdX Chain Launch Incentives Program
    1. Target Audience
    2. Approach to Liquidity Rewards
    3. Supplemental LP Reward Formula
  7. Calculating Launch Incentives Allocations Recommendations
    1. Trading Rewards Activity Allocation
  8. Performance-Based Prizes
  9. Liquidity Provider Rewards
  10. Summary of Incentives Distribution
  11. Wash Trading Detection
  12. Sanity Checks
  13. Success Metrics
  14. Conclusion
    1. For Traders
    2. For Liquidity Providers
    3. A Holistic Approach to Growth
      1. Disclaimer

Introducing the dYdX Chain Launch Incentives Program

In a move to foster early adoption and ensure a smooth transition to the new dYdX Chain, Chaos Labs, in collaboration with dYdX Governance, is launching a $20 million liquidity incentives program. The dYdX Chain Launch Incentives Program, approved by the dYdX Governance via Snapshot and an on-chain vote, is tailored to expand and transition the current dYdX user base to the new protocol, emphasizing the importance of liquidity and efficient migration for the success of the dYdX Chain.

The Structure of the Program

This program spans approximately six months and is designed to encourage a diverse range of participants to migrate and engage with the dYdX Chain. Our approach involves specific objectives for different user groups, each crafted to maximize the program's effectiveness.

Incentives for Traders

Traders are at the core of this program. Rewards are based on the level of trading activity, gauged by the trading fees paid. We're also introducing a performance-based component structured to foster healthy competition and encourage participation across various levels of trading experience.

Market Maker Incentives

Recognizing the pivotal role of market makers in ensuring liquidity, the program includes specific incentives for those who exceed a maker volume threshold of 0.25%. These incentives are structured to encourage a competitive environment among market makers, leading to tighter market spreads and more robust liquidity. Risk management is also a focus in this segment, with liquidation flows incentivized more, de-risking the protocol and leaving liquidated traders with more margin due to less liquidation slippage.

Addressing Wash Trading

Maintaining the integrity of the program is paramount. Chaos Labs will deploy a proprietary algorithm at the end of each trading season to address potential wash trading. This measure aims to identify and disqualify any participants engaged in such practices, ensuring the rewards are allocated to genuine participants.

The Broader Impact

The dYdX Chain Launch Incentives Program is more than an initiative to boost early adoption. It's a strategic move to enhance the platform's market position and support the growth of the perpetual futures market. Through this program, we aim to build a stronger, more dynamic community around the dYdX Chain, setting the stage for its long-term success.

Objectives of the dYdX Chain Launch Incentives Program

Bootstrap Liquidity on dYdX Chain

A crucial short-term goal is encouraging market makers to prioritize the dYdX Chain, enhancing the trading experience through tighter spreads and larger trade sizes. We aim to promptly integrate their services with our exchange by incentivizing market makers for six months. This will mitigate risk by stabilizing markets, maintaining low funding rates, and facilitating efficient liquidations.

Bootstrap Staked DYDX

Securing the dYdX chain is essential, with trading activity directly influencing staking APYs and attracting more stakes. While this objective currently holds a 0% weight in direct incentives, adjustments may be considered based on the effectiveness of the existing mechanisms.

Governance

In the current framework, dYdX Chain validators hold governance power on behalf of stakers. While stakers have the option to override their validators' votes, we assume that those who do not actively vote are less likely to engage meaningfully with governance issues. Although currently, there are no direct incentives allocated to this objective, governance-related developments such as the potential introduction of a governance delegate program warrant a reassessment of the incentive structures in this area.

Efficient Rewards Distribution

A key focus is to minimize rewards that might be exploited by strategies not aligned with the long-term success of dYdX Chain, such as wash trading or volume pumping at the end of a trading season.

Wash trading is defined as creating a false impression of market activity by performing trades without taking on market risk, such as offsetting trades between multiple accounts held by the same or related parties.

These activities, while boosting short-term numbers, do not contribute to the platform's sustainable growth and should be discouraged. Our approach aims to maximize the efficiency of rewards, directing them towards users genuinely engaged with the product.

Principles Guiding the dYdX Chain Launch Incentives Program

The dYdX Chain Launch Incentives Program is built upon a set of core principles, each designed to ensure that the program aligns with the strategic objectives of the platform and addresses the needs of its diverse user base. These principles are fundamental to designing and implementing the incentives, ensuring they are fair, effective, and beneficial for the dYdX Chain ecosystem.

Neutrality in Trading Activity

A fundamental principle of the dYdX Chain is to remain neutral regarding where trading activity occurs. The platform must support traders utilizing the product to maximize their value without bias towards specific markets or trading strategies. This neutrality extends to differentiating the needs of traders engaging in perpetual futures and liquidity providers who profit from market spreads. The platform’s role is to facilitate trading across all markets without preference.

Balancing Trading Volumes with Market Liquidity

While trading volumes are a crucial metric, they can sometimes underrepresent the importance of market liquidity. Sufficient liquidity is necessary across all markets to ensure efficient trading. Market makers, naturally incentivized to optimize for fees, might create disparities in liquidity, especially in less popular markets. To address this, the program includes differentiated incentives for various markets, ensuring liquidity is adequately priced, particularly in long-tail markets. This approach mitigates risks such as the failure of liquidations to clear.

Focus on Activities that Benefit the dYdX Chain

The effectiveness of the incentives program hinges on its ability to target activities that directly benefit the dYdX Chain. Each program element is purposefully designed and closely aligned with the specific activity it aims to incentivize. This targeted approach ensures that the incentives are impactful, driving meaningful engagement and adoption of the platform.

Incentives Theory Through Goal-Setting

The dYdX Chain Launch Incentives Program is grounded in the Locke & Latham theory of motivation, a renowned framework in goal setting. This theory underlines the importance of specific, measurable, and performance-related goals in driving motivation and effective incentives. The thesis suggests that goals serve to:

  1. Direct attention and effort toward relevant activities.
  2. Energize individuals with higher goals, eliciting more effort.
  3. Increase persistence in pursuit of objectives.
  4. Foster the discovery of strategies and knowledge pertinent to the task.

Application to dYdX Chain

Drawing from the above theory, we propose initial goals for the dYdX Chain Launch Incentives Program, optimized for activity within cost and risk constraints. The time-bound nature of the incentives, lasting approximately six months and divided into trading seasons, emphasizes the importance of swift action for participants seeking rewards.

Traders Goals

Reflecting on the success of token incentives in boosting the adoption of dYdX v3, we aim to replicate and exceed these results with the dYdX Chain.

The native rewards implementation caps rewards at the amount of fees paid. This program can increase rewards beyond that, similar to the early days of dYdX v3 rewards.

The program focuses on two primary goals for traders:

Enhancing Profitability

Targeting the more ambitious segment of traders, we aim to incentivize improvements in trading proficiency. This approach, coupled with tiered incentives, is designed to motivate traders of all levels to invest time and effort in enhancing their skills on the dYdX Chain.

Increasing Trading Volumes

Volume-based incentives provide a clear, quantifiable target for the broader user base, mainly recreational retail traders. This strategy proved highly effective in dYdX v3 and will be a cornerstone of the dYdX Chain incentives.

Liquidity Goals

Liquidity goals are structured akin to standard corporate KPIs, focusing on increasing market efficiency and competition:

Tighter Spreads

Market makers should reduce the bid-ask spread and offer larger sizes.

Liquidity Used for Liquidations

Orderbook exchanges face the risk of bad debt when accounts are liquidated. Liquidity specifically used in liquidation flows is incentivized as another layer of protection for the protocol.

Staking Goals

Initially, the staking component of the program will not have a direct incentive weight. The focus will be monitoring the volume of DYDX staked, hypothesizing that native yield from trading fees will be sufficient to attract stakers. Adjustments, including direct incentives, may be considered based on the staking trends observed during the program.

Governance Goals

Given the current limitations in the dYdX Chain governance structure, governance goals start with zero weight. However, should some developments necessitate incentivization in this area, the program is designed to adapt and incorporate these changes.

dYdX Chain Launch Incentives: Trading Activity and Performance-Based Rewards

The dYdX Chain Launch Incentives Program is meticulously designed to reward trading activity and performance with a structured approach that encourages participation and excellence.

Trading Activity-Based Allocation

A significant portion of the incentives program’s trading rewards, totaling 70-85%, is dedicated to trading activity. This distribution method is backward-engineered to ensure that some rewards remain attractive to traders across all tiers.

Performance-Based Prizes

Complementing the activity-based rewards are the performance-based prizes, constituting 15-30% of the total trading rewards allocation. These prizes incentivize profitable trading, focusing on leading retail traders. Percentage returns measure performance, and the top performers in each trading season receive a share of this reward pool.

The rewards are distributed across different tiers, each with its prize pool and criteria:

Promotion/Relegation Criteria will be based on top performance percentages, with details to be determined.

The performance-based rewards will commence in the second trading season of the incentives program, allowing traders to sort themselves into tiers based on the first season's data. This approach aims to foster a competitive and rewarding environment for traders at all levels.

LP in the dYdX Chain Launch Incentives Program

The liquidity provision allocation of the dYdX Chain Launch Incentives Program is designed to supplement the existing rebate program, focusing on rewarding activities underpriced by purely volume-based measures. The goal is to motivate market makers to integrate their infrastructure with the dYdX Chain by recognizing and compensating valuable liquidity-providing activities.

Target Audience

This component of the rewards program is intended for professional liquidity providers and applies only to accounts constituting over 0.25% of maker volume in a trading season.

Approach to Liquidity Rewards

The program primarily uses maker volume as a basis for rewards, promoting competition among market makers to provide liquidity. However, it also acknowledges that certain market-making activities, especially those involving higher risk or being of more excellent value to dYdX Chain, may not adequately compensate by volume alone. To address this, the program applies weighted factors to certain types of liquidity:

  • Liquidity Used for Liquidations: The program encourages market makers to compete to fulfill liquidation orders.
  • Liquidity in Smaller, Less Active, or Developing Markets: To ensure the safe operation of all markets, the program includes fixed rewards to correct potential under-allocation in specific markets. This is specifically intended to bootstrap market liquidity to a minimum threshold and not to subsidize liquidity in markets that do not demand it over the long term.

The initial allocation of weights for each category is set at 80% for trading activity and 20% for market maker activity, with stakes and governance currently holding a 0% weight. However, this distribution is subject to ongoing evaluation and may be adjusted in response to the evolving dynamics of the protocol.

Supplemental LP Reward Formula

The formula for the supplemented LP rewards is structured to incentivize impactful liquidity provision on dYdX Chain:

The supplemented LP Reward formula specifically targeted at incentivizing the most impactful liquidity on dYdX Chain is as follows:

rewardScoreFlowi=α×θ×Volumeiwhere:α:=marketLiquidityFactor[1,5)θ:={5when Liquidity Consumed in a Liquidation1otherwiserewardScoreFlow_i = \alpha \times \theta \times Volume_i \newline where: \newline \alpha := marketLiquidityFactor \in [1, 5) \newline \theta := \begin{cases} 5 & \text{when Liquidity Consumed in a Liquidation}\\ 1 & \text{otherwise} \end{cases}

Where:

  • α is a market liquidity factor that upweights volumes in less active markets.
  • θ adjusts incentives to compete for liquidation flows.

Parameters:

  • For BTC and ETH, α starts at 1, while for SOL, MATIC, and AVAX, it's 1.25, and 1.5 for other markets.
  • θ is set to significantly increase the value of providing liquidity against a liquidation, offsetting some risks over these usually volatile periods. This liquidity is highly valuable to dYdX Chain as a risk mitigant against bad debt.

Calculating Launch Incentives Allocations Recommendations

The dYdX Chain Launch Incentives Program systematically allocates rewards across various categories, ensuring transparency and fairness.

Trading Rewards Activity Allocation

Activity Score Calculation: For each account i with positive trading volume, calculate the activity score as the sum of taker fees.

activityScorei=takerFeesiactivityScore_i = \sum takerFees_i

Proportional Allocation: Sum all activity scores. Each account's share of the activity score is calculated as a proportion of the total.

proportionalAlloctioni=activityScoreisumactivityScoreiproportionalAlloction_i = \frac{activityScore_i}{sum activityScore_i}

Reward Distribution: The actual reward allocation of each account is calculated using the formula below.

activityTradingRewards=activityScoreactivityScore×DYDXActivityAllocationactivityTradingRewards = \newline \frac{activityScore}{\sum{activityScore}} \times DYDXActivityAllocation

Where using the proposed 80% allocation to Trading rewards and between 70 and 85% Trading reward allocation to the volume allocation:

DYDXActivityAllocation=totalSeasonRewards×0.8×tradingActivityAllocationDYDXActivityAllocation = \newline totalSeasonRewards \times 0.8 \times tradingActivityAllocation

Performance-Based Prizes

ROI Calculation: Calculate the Return on Investment (ROI) for each trader as:

ROI=PNL($)collateralwhere:collateral=openingCollateral+depositROI = \frac{PNL(\$)}{collateral} \newline where: \newline collateral = openingCollateral + \sum{deposit}

Reward Allocation: Allocate rewards to traders in each tier according to the predefined tables based on their ROI.

Liquidity Provider Rewards

  1. Eligibility Determination: Identify eligible market makers, focusing on those contributing over 0.25% of maker volume.
  2. Reward Calculation: Assign a reward score to each trade and sum these for each eligible market maker. The reward share for each market maker is then determined as a proportion of the total reward score.

Summary of Incentives Distribution

Note: The percentage for each type of incentive will be established at the start of each trading season, allowing for adaptability and integrating insights from past seasons to enhance the allocation of incentives.

Wash Trading Detection

Utilize the Chaos Labs wash trading detection algorithm to identify and exclude any accounts engaged in such practices.

Sanity Checks

Conduct manual checks on performance-based rewards and plot LP rewards against the volume of eligible market makers to detect any irregularities or potential abuses.

Success Metrics

The program's success will be evaluated based on several metrics, comparing them to recent dYdX v3 metrics to assess the effectiveness of the rewards program in driving migration to the dYdX Chain:

  • Trading Activity: Target average daily volume in the first trading season to exceed 40% of the average trading volume in dYdX v3 over specified epochs.
  • Liquidity Metrics: Aim for the median order book liquidity to be within 50% of dYdX v3 levels over comparable periods.

Additional metrics will be monitored to gauge the nuanced impact of the incentives and guide potential adjustments to the program.

Conclusion

A Strategic Approach to Incentivizing Early Adoption of dYdX Chain

As we embark on the exciting journey of launching the dYdX Chain, our incentive methodology is meticulously crafted to catalyze the platform's growth during its initial phase. This approach is tailored to resonate with diverse stakeholders, ensuring each participant finds value in engaging with the platform.

For Traders

Traders are at the heart of the dYdX Chain. The program's activity-based rewards are designed to provide tangible benefits that likely surpass the fees paid, creating a compelling incentive for participation. Additionally, the innovative structure of trading leagues offers a unique opportunity for traders to enhance their skills. By rewarding top performance, these leagues motivate traders to explore new strategies and improve their profitability, fostering a dynamic and competitive trading environment.

For Liquidity Providers

The success of the dYdX Chain is also closely tied to the robustness of its liquidity. Recognizing this, our program incentivizes liquidity providers to integrate their infrastructure with the dYdX Chain. The LP reward program is thoughtfully structured to compensate market makers significantly contributing to trading volume. By applying multipliers to impactful liquidity contributions, such as those in less active markets or during periods of volatility, we ensure that rewards are aligned with the platform's needs. This approach aims to attract high-quality liquidity providers, providing a smooth trading experience for all users.

A Holistic Approach to Growth

The dYdX Chain Launch Incentives Program represents a holistic approach to fostering early adoption and sustained engagement with the platform. By thoughtfully aligning the incentives with the needs and behaviors of different user groups, we are confident that this program will drive significant early adoption, establishing dYdX Chain as a leading platform in the decentralized finance landscape.

Disclaimer

This post is for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation for any security, nor does it constitute an offer to provide investment advisory or other services by Chaos Labs. No reference to any specific security constitutes a recommendation to buy, sell, or hold that security or any additional security. Nothing in this post shall be considered a solicitation or offer to buy or sell any security, future, option, or other financial instrument or offer or provide investment advice or service to any person in any jurisdiction. Nothing contained in this post constitutes investment advice or offers any opinion with respect to the suitability of any security, and the views expressed in this post should not be taken as advice to buy, sell, or hold any security. The information in this post should not be relied upon for investing. In preparing the information in this post, we have not considered any particular investor's investment needs, objectives, and financial circumstances. This information has no regard for the specific investment objectives, financial situation, and particular needs of any specific recipient of this information, and the investments discussed may not be suitable for all investors. Any views expressed in this post were prepared based on the data available when such views were written. Changed or additional information could cause such views to change. All information is subject to possible correction. Information may quickly become unreliable, including market or economic changes.

Throughout the program, Chaos Labs' role is confined to providing recommendations regarding the allocation of rewards. The actual implementation and distribution of said rewards are subject to the formal approval process of the dYdX Chain governance votes. Any actions pertaining to reward distribution shall only be executed following affirmative governance votes within the dYdX Chain framework.

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Cover Image for Chaos Labs Partners with Ostium

Chaos Labs Partners with Ostium

Chaos Labs will work closely with Ostium Protocol to improve their mechanism design and create a risk modeling and monitoring system. The partnership will prioritize the system's robustness and secure functioning, helping bridge the gap between on-chain trading and off-chain asset offerings.

Omer Goldberg
Omer Goldberg
Cover Image for GMX V2 Risk Portal Product Launch

GMX V2 Risk Portal Product Launch

Chaos Labs is excited to launch the GMX V2 Synthetics Risk Hub, expanding our existing V1 GLP Risk Hub to provide complete coverage, including all protocol versions.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Partners with Ethena Labs for Mechanism Design, Economic Security and Risk Optimization

Chaos Labs Partners with Ethena Labs for Mechanism Design, Economic Security and Risk Optimization

Chaos Labs is partnering with Ethena Labs to fortify mechanism design and develop risk frameworks for the novel protocol. This collaboration is set to amplify the economic security and robustness of Ethena's innovative stablecoin, USDe.

Omer Goldberg
Omer Goldberg
Cover Image for crvUSD Risk Monitoring And Alerting Platform

crvUSD Risk Monitoring And Alerting Platform

Chaos Labs launches the crvUSD Risk Monitoring and Alerting Platform, providing thorough analytics and visibility and serving as a central hub for the crvUSD community to access a wealth of data and risk insights related to the protocol.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Risk Portal 2.0 Launch

Chaos Labs Risk Portal 2.0 Launch

Chaos Labs is proud to announce the official launch of the latest version of our Risk Hub.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Partners with Nexus Mutual for Economic Security and Risk Optimization

Chaos Labs Partners with Nexus Mutual for Economic Security and Risk Optimization

After an extensive RFP process, the Nexus Mutual Foundation selected Chaos Labs as an economic security and risk partner. This collaboration is set to fortify the future of the Ratcheting AMM (RAMM) design, a critical component of the Nexus Mutual protocol.

Omer Goldberg
Omer Goldberg
Cover Image for Radiant Risk Monitoring and Alerting Platform

Radiant Risk Monitoring and Alerting Platform

Chaos Labs launches the Radiant Risk Monitoring and Alerting Platform, providing thorough analytics and visibility and serving as a central hub for the Radiant community to access a wealth of data and risk insights related to the protocol.

Omer Goldberg
Omer Goldberg
Cover Image for Venus Risk Monitoring and Alerting Platform

Venus Risk Monitoring and Alerting Platform

Chaos Labs launches the Venus Risk Monitoring and Alerting Platform, providing thorough analytics and visibility and serving as a central hub for the Venus community to access a wealth of data and risk insights related to the protocol.

Omer Goldberg
Omer Goldberg
Cover Image for Compound Multi Chain Risk Monitoring Hub

Compound Multi Chain Risk Monitoring Hub

Chaos Labs has partnered with Compound via the Grants program, launching a state-of-the-art Compound Cross-Chain Analytics and Observability platform.

Omer Goldberg
Omer Goldberg
Cover Image for dYdX Risk Parameter Recommendation Portal

dYdX Risk Parameter Recommendation Portal

Chaos Labs and Considered.finance are excited to present our collaboration, the dYdX Risk Parameter Recommendation Portal 4. This dashboard provides real-time parameter recommendations informed by market liquidity and objective order book liquidity measures.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Partners with TapiocaDAO for Risk Management and Optimization

Chaos Labs Partners with TapiocaDAO for Risk Management and Optimization

Chaos Labs is thrilled to announce a strategic partnership with TapiocaDAO, centered around risk management and parameter optimization for the imminent launch of the omni-chain money market protocol and USDO.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Launches the Aave Asset Listing Portal to Streamline New Collateral Onboarding

Chaos Labs Launches the Aave Asset Listing Portal to Streamline New Collateral Onboarding

Chaos Labs has launched the Aave Asset Listing Portal, a tool that will streamline onboarding new collateral to the Aave protocol. The portal automates collecting and analyzing key market data around assets, enabling the community to make informed decisions and enhance risk management.

Omer Goldberg
Omer Goldberg
Cover Image for GMX GLP Risk Hub: A Public Derivative Risk Monitoring and Analytics Platform

GMX GLP Risk Hub: A Public Derivative Risk Monitoring and Analytics Platform

Chaos Labs is proud to partner with GMX, a leading DeFi perpetual platform, to launch the GMX GLP Public Risk Hub (Version 0), a cutting-edge platform designed to provide real-time user metrics, margin-at-risk analysis, alerting, and market simulations to assess the value at risk (VaR) in fluctuating markets.

Omer Goldberg
Omer Goldberg
Cover Image for Uniswap V3 TWAP: Assessing TWAP Market  Risk

Uniswap V3 TWAP: Assessing TWAP Market Risk

Assessing the likelihood and feasibility of manipulating Uniswap's V3 TWAP oracles, focusing on the worst-case scenario for low liquidity assets.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Partners with Compound for Cross-Chain Risk Analytics Grant

Chaos Labs Partners with Compound for Cross-Chain Risk Analytics Grant

Chaos Labs, a cloud-based risk management platform for DeFi applications, has been awarded a Compound Grant to build a Cross-Chain Risk and Analytics platform.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Risk Dashboard Launches Live Alerts for Real-Time Risk Management

Chaos Risk Dashboard Launches Live Alerts for Real-Time Risk Management

Chaos Risk Dashboard has rolled out new functionality that provides real-time alerts covering crucial indicators on the Aave v3 Risk Dashboard and BENQI Risk Dashboard.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs USDC Depeg - War Room Summary

Chaos Labs USDC Depeg - War Room Summary

Chaos Labs summarizes the USDC depeg event and risk management efforts following the collapse of SVB.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Launches the BENQI Parameter Recommendations Platform

Chaos Labs Launches the BENQI Parameter Recommendations Platform

Chaos Labs launches the BENQI Parameter Recommendations Platform to streamline risk parameter recommendations for the BENQI protocol.

Omer Goldberg
Omer Goldberg
Cover Image for Introducing the GHO Risk Monitoring Dashboard by Chaos Labs

Introducing the GHO Risk Monitoring Dashboard by Chaos Labs

Chaos Labs unveils a new version of the Aave v3 Collateral At Risk Dashboard monitoring the GHO deployment on the Goerli testnet in preparation for mainnet launch.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Raises $20M in Seed Funding to Automate On-Chain Risk Optimization

Chaos Labs Raises $20M in Seed Funding to Automate On-Chain Risk Optimization

Chaos Labs raises Seed funding led by Galaxy and Paypal Ventures to automate on-chain risk optimization.

Omer Goldberg
Omer Goldberg
Cover Image for AAVE v3 Collateral At Risk Dashboard Expands Deployments Support to Ethereum v3

AAVE v3 Collateral At Risk Dashboard Expands Deployments Support to Ethereum v3

Following the successful launch of the AAVE v3 Collateral At Risk Dashboard, we're proud to announce expanded support for Ethereum v3.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Unveils Parameter Recommendation Platform.

Chaos Labs Unveils Parameter Recommendation Platform.

After becoming full-time contributors to the Aave protocol in 2022, Chaos Labs has been working on all fronts to deliver tools that will increase the community’s understanding of Aave and its potential. We’re proud to publish V0 of the Chaos Labs parameter recommendation platform to the community!

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Selected by Uniswap Foundation for TWAP Oracle Research Grant

Chaos Labs Selected by Uniswap Foundation for TWAP Oracle Research Grant

Preceded by earlier V3 TWAP oracle research, the Uniswap Foundation announces a Chaos Labs grant.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs & Hathor Nodes launch platform to optimize Osmosis incentive distribution

Chaos Labs & Hathor Nodes launch platform to optimize Osmosis incentive distribution

Funded by the Osmosis Grants Program, the pair launches an open-sourced incentives model and community dashboards.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs receives a Uniswap Foundation grant for LP strategies for V3

Chaos Labs receives a Uniswap Foundation grant for LP strategies for V3

Chaos Labs has been awarded a grant from the Uniswap Foundation to test and simulate sophisticated LP strategies.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs helps navigate DeFi volatility with an expanded Aave V2 risk partnership

Chaos Labs helps navigate DeFi volatility with an expanded Aave V2 risk partnership

Chaos Labs announces further collaboration with Aave to include Aave V2 risk coverage.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Osmosis Liquidity Incentives Portal Update

Chaos Labs Osmosis Liquidity Incentives Portal Update

An update on the Osmosis Liquidity Incentives Portal collaboration with Hathor Nodes.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Launches Benqi Risk Dashboard

Chaos Labs Launches Benqi Risk Dashboard

Chaos Labs is launching the Benqi Risk Dashboard, utilizing real-time user metrics to understand the value at risk across volatile markets as well as yield earned and paid over time.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Asset Protection Tool

Chaos Labs Asset Protection Tool

Chaos is unveiling a new tool to measure price manipulation risk and protect against it. Introducing the Chaos Labs Asset Protection Tool

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Joins AAVE as Full-Time Contributor

Chaos Labs Joins AAVE as Full-Time Contributor

After a successful governance vote, Chaos Labs is joining Aave as a full-time contributor to focus on risk management and parameter recommendations for all Aave v3 markets.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Receives Osmosis Grant

Chaos Labs Receives Osmosis Grant

Chaos Labs has received a grant from the Osmosis Grants Program and will partner with Hathor Nodes on optimizing the Osmosis incentives program.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs <> Benqi veQI Calculator

Chaos Labs <> Benqi veQI Calculator

Chaos Labs, a cloud security platform for DeFi applications, announces the launch of the Benqi veQI calculator.

Omer Goldberg
Omer Goldberg
Cover Image for Maker Simulation Series: Auction Price Curve & Keeper Gas Strategies (Pt. 4)

Maker Simulation Series: Auction Price Curve & Keeper Gas Strategies (Pt. 4)

Chaos Labs, a cloud-based simulation platform for smart contract applications, has collaborated with Maker to model and simulate how Keepers with competing gas strategies impact the Auction Price Curve for liquidations.

Omer Goldberg
Omer Goldberg
Cover Image for Benqi veQI Economic Analysis

Benqi veQI Economic Analysis

Diving deep into Benqi's veQI tokenomics and utility.

Omer Goldberg
Omer Goldberg
Cover Image for Maker Simulation Series: Peg Stability Module (Pt. 3)

Maker Simulation Series: Peg Stability Module (Pt. 3)

Chaos Labs, a cloud-based simulation platform for smart contract applications, has collaborated with Maker to model PSM simulations.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs launches AAVE v3 Risk Bot

Chaos Labs launches AAVE v3 Risk Bot

The AAVE v3 Risk bot will provide monitoring, notifications and daily summaries for risk related activity across all v3 deployments.

Omer Goldberg
Omer Goldberg
Cover Image for Maker Simulation Series: Flapper Surplus Dai Auctions (Pt. 2)

Maker Simulation Series: Flapper Surplus Dai Auctions (Pt. 2)

Chaos Labs, a cloud-based simulation platform for smart contract applications, has collaborated with Maker to model and simulate Flapper Surplus DAI auctions.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Launches AAVE v3 Risk Application

Chaos Labs Launches AAVE v3 Risk Application

Chaos Labs, a cloud security platform for DeFi applications, has launched an AAVE v3 collateral at risk and real-time user metrics dashboard.

Omer Goldberg
Omer Goldberg
Cover Image for Maker Simulation Series: Flipper Black Thursday (Pt. 1)

Maker Simulation Series: Flipper Black Thursday (Pt. 1)

Chaos Labs, a cloud-based simulation platform for smart contract applications, has collaborated with Maker to model and simulate Flip Auctions, liquidations and auctions.

Omer Goldberg
Omer Goldberg
Cover Image for AAVE Simulation Series: stETH:ETH Depeg (Pt. 0)

AAVE Simulation Series: stETH:ETH Depeg (Pt. 0)

A simulation series focused on economic security for the AAVE protocol. Let's examine the effect of a stETH:ETH depeg.

Omer Goldberg
Omer Goldberg
Cover Image for Maker Simulation Series: Introduction (Pt. 0)

Maker Simulation Series: Introduction (Pt. 0)

Chaos Labs, a cloud-based simulation platform for smart contract applications, has collaborated with Maker to model and simulate liquidations and auction mechanisms.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Dives Deep Into AAVE v3 Data Validity

Chaos Labs Dives Deep Into AAVE v3 Data Validity

Chaos Labs, a cloud security platform for DeFi applications, has discovered

Ron Lev
Ron Lev
Cover Image for Chaos Labs Collaborates with Benqi For Liquid Staking Analytics

Chaos Labs Collaborates with Benqi For Liquid Staking Analytics

Chaos Labs, a cloud security platform for DeFi applications, announces a partnership with Benqi to support Liquid Staking on the Avalanche network.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Receives AAVE Grant

Chaos Labs Receives AAVE Grant

Chaos Labs, a cloud security platform for DeFi applications, has been awarded an AAVE Grant to build a collateral at risk and real-time user metrics dashboard.

Omer Goldberg
Omer Goldberg
Cover Image for Pushing Economic Security Boundaries with MakerDAO Pt. 2

Pushing Economic Security Boundaries with MakerDAO Pt. 2

Chaos Labs, a cloud security and testing platform for smart contract applications, has created a cloud platform for Maker to test their liquidation and auction mechanisms.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Open Source Uniswap v3 TWAP Hardhat Plugin

Chaos Labs Open Source Uniswap v3 TWAP Hardhat Plugin

Chaos Labs, a cloud security platform for DeFi applications, has open source a utility package for interfacing with Uniswap v3.

Omer Goldberg
Omer Goldberg
Cover Image for Uniswap V3 TWAP Oracle Deep Dive - Pt. 2

Uniswap V3 TWAP Oracle Deep Dive - Pt. 2

An in depth look at Uniswap v3 TWAP architecture and usage in development.

Omer Goldberg
Omer Goldberg
Cover Image for dYdX Maker Liquidity Rewards Distribution Report

dYdX Maker Liquidity Rewards Distribution Report

Chaos Labs releases the dYdX Market Maker Liquidity Rewards Distribution Report.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Receives Chainlink Grant to build Terra Oracle Infrastructure

Chaos Labs Receives Chainlink Grant to build Terra Oracle Infrastructure

Chaos Labs, a cloud security platform for DeFi applications, has been awarded a Chainlink Grant to build tooling and infrastructure for Terra Oracles.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs releases the dYdX Perpetual Funding Rate App

Chaos Labs releases the dYdX Perpetual Funding Rate App

Chaos Labs releases the dYdX Perpetual Funding Rate application for the dYdX ecosystem.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Open Sources Chainlink Price Feed NPM Module

Chaos Labs Open Sources Chainlink Price Feed NPM Module

Chaos Labs, a cloud security platform for DeFi applications, has open source a utility package for interfacing with Chainlink price feeds.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Open Sources dYdX Trading CLI

Chaos Labs Open Sources dYdX Trading CLI

Chaos Labs, a cloud security platform for DeFi applications, has open sourced a trading tool for the dYdX ecosystem.

Omer Goldberg
Omer Goldberg
Cover Image for Pushing Economic Security Boundaries with MakerDAO

Pushing Economic Security Boundaries with MakerDAO

Chaos Labs, a cloud security and testing platform for smart contract applications, has created a cloud platform for Maker to test their liquidation and auction mechanisms.

Omer Goldberg
Omer Goldberg
Cover Image for Uniswap v3 TWAP Oracle Tooling and Deep Dive Pt. 1

Uniswap v3 TWAP Oracle Tooling and Deep Dive Pt. 1

Chaos Labs, a cloud security platform for DeFi applications, has released open source tooling for developing with Uniswap v3 TWAP Oracles.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Receives dYdX Grant

Chaos Labs Receives dYdX Grant

Chaos Labs, a cloud security platform for DeFi applications, has been awarded a dYdX Grant to build analytics and tooling for the dYdX ecosystem.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Receives Uniswap Grant

Chaos Labs Receives Uniswap Grant

Chaos Labs, a cloud security platform for DeFi applications, has been awarded a Uniswap Grant to build tooling for Uniswap v3 TWAP Oracles.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Adds Chainlink Oracle Cloud Integrations

Chaos Labs Adds Chainlink Oracle Cloud Integrations

Chaos Labs receives grant to enhance Chainlink Oracle Cloud Testing Environment.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs joins Maker SES

Chaos Labs joins Maker SES

Chaos Labs, a cloud security and testing platform for smart contract applications, has recently joined the SES incubation program.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Receives Chainlink Grant

Chaos Labs Receives Chainlink Grant

Chaos Labs, a cloud security platform for DeFi applications, has been awarded a Chainlink Grant.

Omer Goldberg
Omer Goldberg
Cover Image for Chaos Labs Mission Statement

Chaos Labs Mission Statement

Chaos Labs is a cloud security and testing platform for smart contract applications. Mission statement coming soon 🎉 🥳

Omer Goldberg
Omer Goldberg