Millisecond response target
Shorten the critical processing path for the ever-changing market and allow important changes to enter decision-making horizons faster.
Historical performance of public addresses is only the starting point. Combined with the complete position, trading time difference, slippage and authorization range, you can judge whether a transaction is still worth executing for you.
Address Research → Follow Settings → Difference Check
Understand positions and trading styles
Transactions on the chain are publicly available, but "seeing the transaction at the address" and "keeping up with it at a similar price" are two different things. When choosing an address, the complete cycle, open position risk, liquidity and time difference are more important than the short-term profit list.
Simultaneously look at realized and unrealized results, drawdowns, position concentration, and fund flows to identify the bias of only showing winners.
The real value is to change "can see" into "can judge whether it is worth following".
From address performance to follow-up execution, pay attention to possible deviations at every step.
In addition to short-term gains, you also need to pay attention to concentration, retracement and open positions.
The time difference on the chain needs to be seen and controlled. Separately record on-chain confirmations, data indexes, signal discovery and executable time points, and stop following when the time limit or slippage boundary is exceeded.
Shorten the critical processing path for the ever-changing market and allow important changes to enter decision-making horizons faster.
Data, AI, strategy, risk control and execution each perform their own duties, complex tasks are processed in parallel, and abnormal links are clear and can be located.
Use queues, throttling, and real-time monitoring to handle high-frequency updates and traffic peaks to keep the experience smooth.
Minimal privileges, sensitive information protection, operational auditing and exception suspension are implemented throughout critical links.
With millisecond-level response as the design goal, the critical path of data access, signal processing and risk verification is optimized; each processing node retains status to facilitate locating delays and anomalies.
Each step retains time and processing status, making it easy to identify where delays occur.
Optimize critical links with millisecond-level response as the goal, and continuously test latency, stability, and security performance through monitoring, stress testing, and auditing. Specific indicators are based on the actual operating environment and public measurement caliber.
Organize core capabilities around actual decision-making links so that information, strategies and risk judgments have their own basis.
Separately look at realized and unrealized performance, drawdowns, trading frequency and position concentration.
Record the first opening of a position, adding or subtracting a position, and exiting separately, and mark the block confirmation and indexing time.
Compare the target action with the executable price, and do not follow when the slippage or quota limit is exceeded.
Each direction requires verification of data, tradable prices, and exit conditions. Understand applicable conditions, transaction costs, and failure boundaries through specific strategy scenarios.
Compare trading behavior and capital turnover across full cycles.
Discover the first opening, adding and exit events.
Convert target positions based on capital ratio or fixed budget.
Identify multiple wallets' exposure to the same asset or topic.
Record on-chain time, index time and executable time separately.
Plan for hierarchical read-only observation and transaction permissions.
Product capabilities need to be supported by a transparent verification process. We will test the effect according to the market characteristics of this product line, rather than just showing a beautiful revenue picture.
At the same time, look at closed positions, open positions, retracements, and capital inflows and outflows.
Separate on-chain time, index time and follow account executable time.
Accounts for gas, slippage, transaction taxes and non-exitable assets.
From data to conclusions, the research caliber is disclosed layer by layer. Shown here is the backtesting workflow; the interpretation of results also focuses on retracements, costs and sample intervals.
Check markets, trading pairs, start and end dates, timestamps, and missing data. Let the research object be clearly defined first.
When evaluating strategy performance, please pay attention to the sample range, transaction costs, maximum drawdown and out-of-sample results; the complete caliber can better illustrate the quality of the strategy than a single return number.
From strategy research, AI data to transaction engineering and risk operations, four types of professional capabilities jointly support the continuous iteration of products.
Define strategy assumptions, verification methods, backtest calibers and failure conditions.
Responsible for data quality, model evaluation, feature management and drift monitoring.
Responsible for market conditions, order status, connection stability and fault recovery.
Define permission boundaries, exception handling, information disclosure and user support processes.
Both quantification and follow-up may lead to losses. The following check items are used to illustrate the direction of risk control in product design.
There is a time lag between validation, indexing, and discovery.
Liquidity changes will cause the copy price to deviate from the original address.
The token contract and authorization scope need to be verified item by item.
Transactions already on the chain cannot be withdrawn due to suspension of following.
Follow the principle of least privilege when connecting accounts, keep API keys, private keys and mnemonics properly, and check the authorization scope regularly.
Before officially using the product, understand the capabilities, limitations, and risks.
Won't. Time, price, fund size and fees all make a difference.
First understand the applicable scenarios and risk boundaries, and then start using Nora from the official entrance; if you need team access, you can contact the cooperation team.