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紫川ZC

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推 X:@AC66366 我是一个热爱学习的撸子, 18年入圈经历两轮牛熊 |九死一生后转战撸毛 | 投研项目 | 交易 | 目前算是合格的老撸子和交易者,有问题可私信知无不言,携手并进!
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A Review of My 7 Years in Crypto: From Losing 2 Million to Earning 5 Million!I have experienced three deaths and two rescues in the crypto world! I hope my experience can bring you some help and allow you to avoid taking some detours. I entered the crypto world full-time in 2019 with great enthusiasm, and I have been full-time for 7 years now. I haven't made a fortune and have not been eliminated; I am still quite ordinary! Many people say that if you don't make money during a bull market in the crypto world, you should leave! I strongly disagree with this point. There are many ways to survive in the crypto world, and many opportunities to make money. Everyone's opportunities are different, and the methods suitable for them are also different; you can't generalize!

A Review of My 7 Years in Crypto: From Losing 2 Million to Earning 5 Million!

I have experienced three deaths and two rescues in the crypto world!
I hope my experience can bring you some help and allow you to avoid taking some detours.
I entered the crypto world full-time in 2019 with great enthusiasm, and I have been full-time for 7 years now. I haven't made a fortune and have not been eliminated; I am still quite ordinary!
Many people say that if you don't make money during a bull market in the crypto world, you should leave!
I strongly disagree with this point. There are many ways to survive in the crypto world, and many opportunities to make money.
Everyone's opportunities are different, and the methods suitable for them are also different; you can't generalize!
The ones who truly decide whether a chain can take off are often not the most excited.Now I look at whether a project can really take off, and I'm not paying much attention to how well the founder can speak. I'll first think of a scene. In large companies, during meetings, the business leader is very excited, the tech team nods, but the real decision makers who determine whether this can move forward are often those few people sitting nearby who haven't said much: legal, risk control, finance. As soon as they shake their heads, the story ends. @MidnightNetwork This is where I started to look seriously. It's not like many projects that try to persuade the most passionate group right from the start. It's more like doing something harder in reverse, first calming down the people who are most likely to vote against.

The ones who truly decide whether a chain can take off are often not the most excited.

Now I look at whether a project can really take off, and I'm not paying much attention to how well the founder can speak.
I'll first think of a scene.
In large companies, during meetings, the business leader is very excited, the tech team nods, but the real decision makers who determine whether this can move forward are often those few people sitting nearby who haven't said much: legal, risk control, finance.
As soon as they shake their heads, the story ends.
@MidnightNetwork This is where I started to look seriously.
It's not like many projects that try to persuade the most passionate group right from the start.
It's more like doing something harder in reverse, first calming down the people who are most likely to vote against.
People who write code are most afraid of one kind of wasted effort. The repository has been updated, the documentation has been supplemented, the toolchain has been fixed, but when the industry report comes out, the number of developers doesn't count you, and you are not on the ecosystem map. Clearly, things are being done, but outside, only an empty poster is seen. Many chain leaders are busy generating buzz before going online, but when it comes to developers, they haven't even left a spot for you to show what you've done. @MidnightNetwork Recently, I feel quite strongly about these two steps. On March 4th, the official opened the Aliit Fellowship Cohort 2, focusing not on recruiting those who shout for orders, but on those who are truly writing code, making tools, supplementing documentation, and helping others to troubleshoot. The next day, they issued Get your project on the map, stating it very clearly that Midnight must submit the ecosystem map to Electric Capital for the first time, and the developer activity during the period around the mainnet launch will directly affect how this chain is viewed externally. If it's not recorded, it means it hasn't been seen. This action is small, but it clearly indicates the approach of Midnight. It's not just about shouting for builders to come build, but first clarifying who is contributing and who should be counted in the ecosystem. The official directly mentioned in that article that there are already hundreds of active developers in the ecosystem using Compact and deploying applications on Preprod, but if the repo metadata is not configured properly, external tools will not count this work towards Midnight. For a chain that will launch its mainnet in late March 2026, this step is worth more than another slogan. Now looking at Midnight, I feel that what it is doing before the mainnet is not just about attracting people, but first turning the developers' labor into visible assets. Many chains fail, not because no one writes anything, but because the people who write end up feeling like they were never there. Midnight has at least started to seriously address this issue. @MidnightNetwork #night $NIGHT {spot}(NIGHTUSDT)
People who write code are most afraid of one kind of wasted effort.

The repository has been updated, the documentation has been supplemented, the toolchain has been fixed, but when the industry report comes out, the number of developers doesn't count you, and you are not on the ecosystem map.

Clearly, things are being done, but outside, only an empty poster is seen.

Many chain leaders are busy generating buzz before going online, but when it comes to developers, they haven't even left a spot for you to show what you've done.

@MidnightNetwork Recently, I feel quite strongly about these two steps.

On March 4th, the official opened the Aliit Fellowship Cohort 2, focusing not on recruiting those who shout for orders, but on those who are truly writing code, making tools, supplementing documentation, and helping others to troubleshoot.

The next day, they issued Get your project on the map, stating it very clearly that Midnight must submit the ecosystem map to Electric Capital for the first time, and the developer activity during the period around the mainnet launch will directly affect how this chain is viewed externally.

If it's not recorded, it means it hasn't been seen.

This action is small, but it clearly indicates the approach of Midnight.

It's not just about shouting for builders to come build, but first clarifying who is contributing and who should be counted in the ecosystem.

The official directly mentioned in that article that there are already hundreds of active developers in the ecosystem using Compact and deploying applications on Preprod, but if the repo metadata is not configured properly, external tools will not count this work towards Midnight.

For a chain that will launch its mainnet in late March 2026, this step is worth more than another slogan.

Now looking at Midnight, I feel that what it is doing before the mainnet is not just about attracting people, but first turning the developers' labor into visible assets.

Many chains fail, not because no one writes anything, but because the people who write end up feeling like they were never there. Midnight has at least started to seriously address this issue.

@MidnightNetwork #night $NIGHT
At nine in the morning, the trading desk has a meeting. At one in the afternoon, risk control requires the position report. At eight in the evening, the audit team comes to check the accounts again. The problem is not that the reports cannot be created, but that these three reports are not meant for the same group of people. This is the awkwardness that many on-chain businesses face. Public chains excel at putting everything on the table. But the real world does not operate this way. Traders should see part of the information, risk control should see another part, and auditors should see a different part. You cannot just reveal all positions, paths, and counterparty relationships to prove you haven't acted indiscreetly. The core of @MidnightNetwork lies precisely here. It emphasizes not hiding data, but rather selective disclosure. The same underlying information can be divided and shown to different people based on identity, permissions, and scenarios. Risk control needs to confirm risk exposure, which can be verified. Auditors need to ensure compliance in processes, which can also be verified. The part that should not be seen externally will not flow out with the entire package. The official documentation states clearly that what Midnight aims to do is verify correctness without revealing sensitive data. This is also why the design of NIGHT and DUST is not just about token variations. $NIGHT is the public native governance token and also the capital layer. The actual trading and contract execution are performed by DUST generated by NIGHT. When you look at it in this multi-role collaboration scenario, it becomes easy to understand. The system does not end after running a report once; permission verification, status updates, and compliance checks will happen repeatedly, and the underlying resources must be stable. The official also refers to this system as the token-generates-resource model. Many people currently view Midnight as just a privacy chain. I prefer to see it as a layered system that provides answers. Not everyone should see the same set of accounts. But the part that each person should see must stand up to scrutiny. @MidnightNetwork $NIGHT #night {spot}(NIGHTUSDT)
At nine in the morning, the trading desk has a meeting.

At one in the afternoon, risk control requires the position report.

At eight in the evening, the audit team comes to check the accounts again.

The problem is not that the reports cannot be created, but that these three reports are not meant for the same group of people.
This is the awkwardness that many on-chain businesses face.

Public chains excel at putting everything on the table.

But the real world does not operate this way. Traders should see part of the information, risk control should see another part, and auditors should see a different part.

You cannot just reveal all positions, paths, and counterparty relationships to prove you haven't acted indiscreetly.

The core of @MidnightNetwork lies precisely here.

It emphasizes not hiding data, but rather selective disclosure.

The same underlying information can be divided and shown to different people based on identity, permissions, and scenarios.

Risk control needs to confirm risk exposure, which can be verified. Auditors need to ensure compliance in processes, which can also be verified.

The part that should not be seen externally will not flow out with the entire package.

The official documentation states clearly that what Midnight aims to do is verify correctness without revealing sensitive data.

This is also why the design of NIGHT and DUST is not just about token variations.

$NIGHT is the public native governance token and also the capital layer. The actual trading and contract execution are performed by DUST generated by NIGHT.

When you look at it in this multi-role collaboration scenario, it becomes easy to understand.

The system does not end after running a report once; permission verification, status updates, and compliance checks will happen repeatedly, and the underlying resources must be stable.

The official also refers to this system as the token-generates-resource model.

Many people currently view Midnight as just a privacy chain.

I prefer to see it as a layered system that provides answers.

Not everyone should see the same set of accounts.

But the part that each person should see must stand up to scrutiny.
@MidnightNetwork $NIGHT #night
Games that couldn't be played once they were on-chain might really be made by Midnight.When many people mention blockchain games, they first think of assets on the chain, card draws on the chain, and transactions on the chain. But those who have truly played know that the hardest part about going on-chain is actually hiding information. When you play card games, your hand cannot be disclosed. When you play strategic battles, the information about points, layouts, and routes cannot be disclosed. When you play multiplayer games, you can't reveal the next move to the entire audience. But ordinary public blockchains tend to lay everything bare, the rules are transparent, and the game has almost lost its flavor. @MidnightNetwork Placing it in this scene feels very different.

Games that couldn't be played once they were on-chain might really be made by Midnight.

When many people mention blockchain games, they first think of assets on the chain, card draws on the chain, and transactions on the chain. But those who have truly played know that the hardest part about going on-chain is actually hiding information.
When you play card games, your hand cannot be disclosed.
When you play strategic battles, the information about points, layouts, and routes cannot be disclosed.
When you play multiplayer games, you can't reveal the next move to the entire audience.
But ordinary public blockchains tend to lay everything bare, the rules are transparent, and the game has almost lost its flavor.
@MidnightNetwork Placing it in this scene feels very different.
Many reviews cannot go on the chain, but once made public, they are easily distorted.When a research funding application reaches the review stage, what is often feared is not the lack of materials, but the personal connections that have already influenced the process. Who reviewed whom, who gave high scores, who pressed the votes, everything is already sensitive off-chain. If this process is really moved to the public chain, the problems will only get bigger. Reviewers are afraid to speak harshly, and applicants will guess who has blocked them based on the address. What is ultimately hung on the chain is not fairness, but pressure. @MidnightNetwork Suitable for viewing in this kind of scene. The official directly listed Confidential Grant Review and Confidential Academic Peer Review in the Request for Startups, which is very clear: reviews can be anonymous, scores can be confidential, but the process and results can still be verified.

Many reviews cannot go on the chain, but once made public, they are easily distorted.

When a research funding application reaches the review stage, what is often feared is not the lack of materials, but the personal connections that have already influenced the process.
Who reviewed whom, who gave high scores, who pressed the votes, everything is already sensitive off-chain.
If this process is really moved to the public chain, the problems will only get bigger. Reviewers are afraid to speak harshly, and applicants will guess who has blocked them based on the address.
What is ultimately hung on the chain is not fairness, but pressure.
@MidnightNetwork Suitable for viewing in this kind of scene.
The official directly listed Confidential Grant Review and Confidential Academic Peer Review in the Request for Startups, which is very clear: reviews can be anonymous, scores can be confidential, but the process and results can still be verified.
After FTX, everyone knows that exchanges will eventually have to prove they still have money. But when it comes to proving reserves, the problems arise again. Users want to see if the platform is still alive, and regulators want to see if the accounts match up, but exchanges cannot possibly expose all wallets, market-making paths, and asset allocation rhythms. Once the books are open, trust may be established, but the bottom cards are also revealed. @MidnightNetwork is quite suitable for this task. When the official provided guidance for startups, they directly presented the ZK Proof-of-Reserves Auditor, and the idea is very clear: what the platform needs to present is proof of "I have sufficient reserves," not the entire underlying asset table in a package. What it promotes is rational privacy and selective disclosure, meaning the results can be verified while sensitive details are not laid bare. This way, users can know whether the platform is lying, and the platform does not have to expose all positions and addresses to the market. This is not just a simple narrative of privacy; it addresses a gap that has not been well managed in public chains. Proving reserves does not mean exposing oneself completely. The true value of Midnight lies in these on-chain scenarios that are most prone to trust crises and most fearful of excessive transparency. @MidnightNetwork $NIGHT #night {spot}(NIGHTUSDT)
After FTX, everyone knows that exchanges will eventually have to prove they still have money.
But when it comes to proving reserves, the problems arise again.

Users want to see if the platform is still alive, and regulators want to see if the accounts match up, but exchanges cannot possibly expose all wallets, market-making paths, and asset allocation rhythms.

Once the books are open, trust may be established, but the bottom cards are also revealed.

@MidnightNetwork is quite suitable for this task.

When the official provided guidance for startups, they directly presented the ZK Proof-of-Reserves Auditor, and the idea is very clear: what the platform needs to present is proof of "I have sufficient reserves," not the entire underlying asset table in a package.

What it promotes is rational privacy and selective disclosure, meaning the results can be verified while sensitive details are not laid bare.

This way, users can know whether the platform is lying, and the platform does not have to expose all positions and addresses to the market.

This is not just a simple narrative of privacy; it addresses a gap that has not been well managed in public chains.

Proving reserves does not mean exposing oneself completely.

The true value of Midnight lies in these on-chain scenarios that are most prone to trust crises and most fearful of excessive transparency.

@MidnightNetwork $NIGHT #night
Recently, I've started to focus on another line of Midnight, not airdrops, not whitelists, and not those overused privacy scenarios, but compliance-based stablecoins. This point was released by the project team themselves. In the official update from January, W3i Software is working on shieldUSD based on Midnight, with a very direct direction, to create a privacy stablecoin with selective disclosure. To put it bluntly, the money still runs on the chain, compliance checks can be done, but transaction details, commercial counterparties, and funding paths do not need to be publicly exposed like they are now. Why is this important? Because many institutions are not avoiding the chain, but they dare not put settlements and ledgers naked on the chain. The benefits of a public chain are well understood by everyone, and they also understand the drawbacks. The amounts are visible, the counterparties are visible, the rhythms are also visible, and once the business is on-chain, many bottom cards go up with it. @MidnightNetwork has always talked about rational privacy, and in this flow of money scenario, it becomes very practical; the system needs to verify whether you are compliant, not to drag out the entire business relationship casually. $NIGHT and the DUST structure are not just for show. $NIGHT is positioned at the capital layer, while DUST is responsible for transactions and contract execution. If we really want to run stablecoin settlements, clearings, and audits in the long term, this kind of layering is much smoother than simply relying on a gas coin. Many people still regard Midnight as a privacy narrative project, but I prefer to see it as already laying the groundwork for the next step in on-chain institutional settlements. @MidnightNetwork $NIGHT #night 493 {spot}(NIGHTUSDT)
Recently, I've started to focus on another line of Midnight, not airdrops, not whitelists, and not those overused privacy scenarios, but compliance-based stablecoins.

This point was released by the project team themselves.

In the official update from January, W3i Software is working on shieldUSD based on Midnight, with a very direct direction, to create a privacy stablecoin with selective disclosure.

To put it bluntly, the money still runs on the chain, compliance checks can be done, but transaction details, commercial counterparties, and funding paths do not need to be publicly exposed like they are now.

Why is this important?

Because many institutions are not avoiding the chain, but they dare not put settlements and ledgers naked on the chain.

The benefits of a public chain are well understood by everyone, and they also understand the drawbacks. The amounts are visible, the counterparties are visible, the rhythms are also visible, and once the business is on-chain, many bottom cards go up with it.

@MidnightNetwork has always talked about rational privacy, and in this flow of money scenario, it becomes very practical; the system needs to verify whether you are compliant, not to drag out the entire business relationship casually.

$NIGHT and the DUST structure are not just for show.

$NIGHT is positioned at the capital layer, while DUST is responsible for transactions and contract execution. If we really want to run stablecoin settlements, clearings, and audits in the long term, this kind of layering is much smoother than simply relying on a gas coin.

Many people still regard Midnight as a privacy narrative project, but I prefer to see it as already laying the groundwork for the next step in on-chain institutional settlements.
@MidnightNetwork $NIGHT #night 493
The hardest part on-chain is not making profits, but how to prove yourself after earning.What those who make strategies on-chain fear most is actually not losing money, but being unable to explain after making money. When you say you do well, the first reaction of others is, where's the address? Show it to me. But once the address lights up, many things will follow suit. The positions can be seen, the adjustment rhythm can be seen, the style can be seen, even how you do research and find opportunities can be figured out over time. This matter is very twisted. Without proof, no one believes you. It's a real proof, and it's easy to hand over your most valuable things. So there has always been a strange phenomenon on-chain.

The hardest part on-chain is not making profits, but how to prove yourself after earning.

What those who make strategies on-chain fear most is actually not losing money, but being unable to explain after making money.
When you say you do well, the first reaction of others is, where's the address? Show it to me.
But once the address lights up, many things will follow suit. The positions can be seen, the adjustment rhythm can be seen, the style can be seen, even how you do research and find opportunities can be figured out over time.
This matter is very twisted.
Without proof, no one believes you.
It's a real proof, and it's easy to hand over your most valuable things.
So there has always been a strange phenomenon on-chain.
How many people see Midnight and their first reaction is still privacy chain. But I think a more critical point is actually pulling the application of privacy from the realm of a few cryptographic players to a direction that normal developers can work on. In the past, on-chain privacy scenarios have always struggled to take off, not because there was no need. Anonymous voting, private credentials, permission collaboration, sensitive process approvals—these needs have always existed. The problem is the barrier to development is too high. If you want to do it, you first need to understand circuits, understand proofs, and understand how on-chain and off-chain can work together. Most teams are not lacking ideas; it’s just that when the costs are calculated, they give up directly. @MidnightNetwork is valuable precisely because of this. The Compact system is not simply adding another language; it is about separating public states, private logic, and proof processes so that developers do not need to become cryptographic experts first to create products. This change is very tangible because whether a chain can grow an ecosystem ultimately depends not on how new the narrative is, but on whether developers dare to come in and whether they can maintain it after completion. $NIGHT and DUST fit more smoothly into this logic. One manages security and governance, while the other is responsible for actual consumption. It does not serve a one-time transaction but rather the long-term operation of applications. Many people are still treating Midnight as a narrative of privacy, but I actually feel that it is more like providing the foundational infrastructure for privacy applications. @MidnightNetwork #night $NIGHT {spot}(NIGHTUSDT)
How many people see Midnight and their first reaction is still privacy chain.

But I think a more critical point is actually pulling the application of privacy from the realm of a few cryptographic players to a direction that normal developers can work on.

In the past, on-chain privacy scenarios have always struggled to take off, not because there was no need.

Anonymous voting, private credentials, permission collaboration, sensitive process approvals—these needs have always existed.

The problem is the barrier to development is too high. If you want to do it, you first need to understand circuits, understand proofs, and understand how on-chain and off-chain can work together.

Most teams are not lacking ideas; it’s just that when the costs are calculated, they give up directly.

@MidnightNetwork is valuable precisely because of this.

The Compact system is not simply adding another language; it is about separating public states, private logic, and proof processes so that developers do not need to become cryptographic experts first to create products.

This change is very tangible because whether a chain can grow an ecosystem ultimately depends not on how new the narrative is, but on whether developers dare to come in and whether they can maintain it after completion.

$NIGHT and DUST fit more smoothly into this logic.

One manages security and governance, while the other is responsible for actual consumption.

It does not serve a one-time transaction but rather the long-term operation of applications.

Many people are still treating Midnight as a narrative of privacy, but I actually feel that it is more like providing the foundational infrastructure for privacy applications.

@MidnightNetwork #night $NIGHT
Midnight What truly holds value is not confidentiality, but rather enabling real businesses to confidently go on-chain.Many people discuss public chains, first focusing on transaction volume, active addresses, and market sentiment. When it really comes to whether enterprises should move core processes onto the chain, the problem changes immediately. Payment institutions are afraid that the clearing path will be seen through, trading platforms are afraid that reserve proof will be exposed, and the relationships and fund scheduling will be fully revealed. The teams doing audits and reconciliations are the same, wanting verifiability while not wanting to inadvertently disclose trade secrets. Public chains can be used, but when it comes to real business, transparency can instead become a cost. @MidnightNetwork The incision is here; it is not simply about hiding data, but rather using a public-private combined architecture to separate verifiable and non-disclosable information, allowing businesses to go on-chain without having to expose themselves.

Midnight What truly holds value is not confidentiality, but rather enabling real businesses to confidently go on-chain.

Many people discuss public chains, first focusing on transaction volume, active addresses, and market sentiment.
When it really comes to whether enterprises should move core processes onto the chain, the problem changes immediately.
Payment institutions are afraid that the clearing path will be seen through, trading platforms are afraid that reserve proof will be exposed, and the relationships and fund scheduling will be fully revealed.
The teams doing audits and reconciliations are the same, wanting verifiability while not wanting to inadvertently disclose trade secrets.
Public chains can be used, but when it comes to real business, transparency can instead become a cost.
@MidnightNetwork The incision is here; it is not simply about hiding data, but rather using a public-private combined architecture to separate verifiable and non-disclosable information, allowing businesses to go on-chain without having to expose themselves.
What level is this? Our goal is to stop at 30 million! They have a solid big goal of 1 billion 🎯 Starting January 2025, the first order revealed will earn a small profit of over 1 million! #BTC走势分析 #ETH #bnb
What level is this?

Our goal is to stop at 30 million!

They have a solid big goal of 1 billion 🎯

Starting January 2025, the first order revealed will earn a small profit of over 1 million!

#BTC走势分析 #ETH #bnb
This time watching Midnight, I feel that the most important thing to discuss is not privacy, but cost certainty. Many issues with blockchains are not about the inability to handle complex business, but rather that once the business really starts running, expenses, exposure, and compliance pressure will all surge. Especially for institutions that need to run payments, settlements, audits, and proof of reserves long-term, if every step on the blockchain is both expensive and transparent, it becomes very difficult to enter a production environment. @MidnightNetwork separates public state and private state, keeps sensitive data local, and only verifies results on the blockchain, thereby reducing information exposure and making the process verifiable. Recently, the officials also confirmed that the mainnet will go live at the end of March 2026; the overall direction is already clear, it’s not about doing conceptual demonstrations, but about pushing towards a real business environment. The token model is not just randomly configured. $NIGHT is the public native token, responsible for network security and governance, while continuously generating DUST. When executing transactions and contracts, what is consumed is DUST, not directly burning NIGHT. I value this design because it separates asset attributes from usage costs. You can understand NIGHT as the underlying collateral and DUST as the continuously supplemented computational fuel. For developers and institutions, this means budgets are easier to calculate, and businesses can run more stably without being swayed by token prices and gas emotions with every operation. Many people still see Midnight as a privacy chain, but I prefer to view it as a set of on-chain operating systems that can truly enable sensitive businesses to operate. @MidnightNetwork $NIGHT #night {spot}(NIGHTUSDT)
This time watching Midnight, I feel that the most important thing to discuss is not privacy, but cost certainty.

Many issues with blockchains are not about the inability to handle complex business, but rather that once the business really starts running, expenses, exposure, and compliance pressure will all surge.

Especially for institutions that need to run payments, settlements, audits, and proof of reserves long-term, if every step on the blockchain is both expensive and transparent, it becomes very difficult to enter a production environment.

@MidnightNetwork separates public state and private state, keeps sensitive data local, and only verifies results on the blockchain, thereby reducing information exposure and making the process verifiable.

Recently, the officials also confirmed that the mainnet will go live at the end of March 2026; the overall direction is already clear, it’s not about doing conceptual demonstrations, but about pushing towards a real business environment.

The token model is not just randomly configured.

$NIGHT is the public native token, responsible for network security and governance, while continuously generating DUST.

When executing transactions and contracts, what is consumed is DUST, not directly burning NIGHT. I value this design because it separates asset attributes from usage costs.

You can understand NIGHT as the underlying collateral and DUST as the continuously supplemented computational fuel. For developers and institutions, this means budgets are easier to calculate, and businesses can run more stably without being swayed by token prices and gas emotions with every operation.

Many people still see Midnight as a privacy chain, but I prefer to view it as a set of on-chain operating systems that can truly enable sensitive businesses to operate.
@MidnightNetwork $NIGHT #night
The truly dangerous moment of a vulnerability is not when it is discovered, but the moment it is about to be spoken out.When a white hat discovers a contract vulnerability, the most dangerous moment is often not whether the code can be exploited, but the moment they are about to speak. This situation on-chain is quite awkward. You need to notify the project party as soon as possible, otherwise the vulnerability may be discovered by someone else at any time. But you can't just send the exploit path, key parameters, and reproduction methods directly to the public environment. If the message is seen by black hats first, and the project party hasn't patched it, the funding pool may have already been emptied. The most absurd situation is that the white hat wants to do the right thing, but is cornered by the very transparency of the matter.

The truly dangerous moment of a vulnerability is not when it is discovered, but the moment it is about to be spoken out.

When a white hat discovers a contract vulnerability, the most dangerous moment is often not whether the code can be exploited, but the moment they are about to speak.

This situation on-chain is quite awkward. You need to notify the project party as soon as possible, otherwise the vulnerability may be discovered by someone else at any time.
But you can't just send the exploit path, key parameters, and reproduction methods directly to the public environment.
If the message is seen by black hats first, and the project party hasn't patched it, the funding pool may have already been emptied.
The most absurd situation is that the white hat wants to do the right thing, but is cornered by the very transparency of the matter.
Recently, Midnight released Midnight City Simulation, which is actually easier to understand this project than a bunch of lengthy explanations. Imagine a bunch of AI agents buying things, settling, and collaborating on the chain by themselves. When it comes to this scenario, the biggest fear is not that the transactions won't run, but that every agent's path, quotes, inventory, and strategies are all exposed. The system needs to verify that these actions are real, but it cannot broadcast every step live. The focus of this demonstration, @MidnightNetwork , is right here. The official directly combined selective disclosure, zero-knowledge proofs, AI agent interaction, and L2 scaling in the same scenario, clearly indicating that it's not just about discussing privacy concepts, but rather pushing a set of underlying systems that can run real automated collaboration. This aligns well with its recent mainnet rhythm. At the end of February, the official confirmed that the mainnet will launch in late March 2026, and at the beginning of March, they released a developer guide before the mainnet launch, encouraging teams to migrate to Preprod, prepare DUST, and move towards the formal environment. The meaning is very direct; Midnight is no longer just telling stories, but is pushing the batch of applications that can go live on the mainnet forward. The token layer is not just a decoration. $NIGHT is positioned in governance and capital layers. Holding NIGHT will generate DUST, and what is consumed during actual transactions and contracts is DUST. For a system like AI agents that need to run continuously and settle continuously, this kind of layering is crucial; resources are more stable, and costs are easier to control. Many people still consider Midnight as an old-fashioned privacy narrative, but I actually feel that it is already moving towards the next stage of on-chain automated collaborative entry. @MidnightNetwork $NIGHT #night {spot}(NIGHTUSDT)
Recently, Midnight released Midnight City Simulation, which is actually easier to understand this project than a bunch of lengthy explanations.

Imagine a bunch of AI agents buying things, settling, and collaborating on the chain by themselves.

When it comes to this scenario, the biggest fear is not that the transactions won't run, but that every agent's path, quotes, inventory, and strategies are all exposed. The system needs to verify that these actions are real, but it cannot broadcast every step live.

The focus of this demonstration, @MidnightNetwork , is right here. The official directly combined selective disclosure, zero-knowledge proofs, AI agent interaction, and L2 scaling in the same scenario, clearly indicating that it's not just about discussing privacy concepts, but rather pushing a set of underlying systems that can run real automated collaboration.

This aligns well with its recent mainnet rhythm.

At the end of February, the official confirmed that the mainnet will launch in late March 2026, and at the beginning of March, they released a developer guide before the mainnet launch, encouraging teams to migrate to Preprod, prepare DUST, and move towards the formal environment.

The meaning is very direct; Midnight is no longer just telling stories, but is pushing the batch of applications that can go live on the mainnet forward.

The token layer is not just a decoration.

$NIGHT is positioned in governance and capital layers. Holding NIGHT will generate DUST, and what is consumed during actual transactions and contracts is DUST.

For a system like AI agents that need to run continuously and settle continuously, this kind of layering is crucial; resources are more stable, and costs are easier to control.

Many people still consider Midnight as an old-fashioned privacy narrative, but I actually feel that it is already moving towards the next stage of on-chain automated collaborative entry.

@MidnightNetwork $NIGHT #night
What is truly lacking on the chain is not confidentiality, but boundary verification.Many people think that the hardest part on the chain is how to protect privacy. In reality, the difficulty is not confidentiality at all, but how to confirm things clearly without exposing people completely. This distinction is significant. You go to投一个白名单, the project party doesn't want to know what all your wallets have done in the past three years, it just wants to confirm whether you are an old user, active enough, and look like a batch number. You go to do a background check, and the company doesn't necessarily want to uncover all your collaboration experiences, it just wants to know if you have done this kind of thing and whether the results are reliable.

What is truly lacking on the chain is not confidentiality, but boundary verification.

Many people think that the hardest part on the chain is how to protect privacy.
In reality, the difficulty is not confidentiality at all, but how to confirm things clearly without exposing people completely.
This distinction is significant.
You go to投一个白名单, the project party doesn't want to know what all your wallets have done in the past three years, it just wants to confirm whether you are an old user, active enough, and look like a batch number.
You go to do a background check, and the company doesn't necessarily want to uncover all your collaboration experiences, it just wants to know if you have done this kind of thing and whether the results are reliable.
@MidnightNetwork is used for airdrop against witches, which is actually quite easy. The project team is most afraid of two things. One is the reward pool being emptied by studios. The other is the misidentification of real people. Many projects now screen lists, basically needing to check wallets thoroughly. Transfer relationships, interaction paths, funding rhythms, all need to be examined closely. The list has been created, and users have also been mostly scrutinized. The problem is not in screening but in the method of screening being too coarse. The technology of @MidnightNetwork just happens to be able to break this step down in detail. It itself is designed to use zero-knowledge proofs and selective disclosure to achieve verifiable privacy, and what needs to be verified on-chain is the result, not necessarily all underlying data. When applied to the airdrop scenario, the project team can write the rules as a privacy smart contract for @MidnightNetwork . For instance, how long has a user been continuously active, is the interaction depth sufficient, do behaviors resemble batch scripts, these conditions can all be written into the rules first. Users generate proofs locally, only submitting the fact that they meet the criteria for verification on-chain, without handing over their entire wallet history. What is seen on-chain is whether this address meets the conditions, or if this address poses too high a risk, rather than laying bare everything that has been done over the past few years. Compact language was originally prepared for this kind of contract writing, allowing public ledgers, zero-knowledge circuits, and local offline logic to work together. This kind of list isn't just screened once and done. Qualifications will be re-verified, rewards will be distributed in batches, and the system needs to keep running. $NIGHT is a public native governance token, DUST is generated by $NIGHT , and what consumes during actual transactions and contracts is DUST. If the project team runs this kind of screening system long-term, the budget will be easier to control than a single-token gas model. By doing this, the project team can distribute rewards more accurately to real people, and users do not need to expose their entire on-chain life to prove they are not witches. @MidnightNetwork $NIGHT #night
@MidnightNetwork is used for airdrop against witches, which is actually quite easy.

The project team is most afraid of two things. One is the reward pool being emptied by studios. The other is the misidentification of real people.

Many projects now screen lists, basically needing to check wallets thoroughly.

Transfer relationships, interaction paths, funding rhythms, all need to be examined closely.

The list has been created, and users have also been mostly scrutinized. The problem is not in screening but in the method of screening being too coarse.

The technology of @MidnightNetwork just happens to be able to break this step down in detail.

It itself is designed to use zero-knowledge proofs and selective disclosure to achieve verifiable privacy, and what needs to be verified on-chain is the result, not necessarily all underlying data.

When applied to the airdrop scenario, the project team can write the rules as a privacy smart contract for @MidnightNetwork .

For instance, how long has a user been continuously active, is the interaction depth sufficient, do behaviors resemble batch scripts, these conditions can all be written into the rules first.

Users generate proofs locally, only submitting the fact that they meet the criteria for verification on-chain, without handing over their entire wallet history.

What is seen on-chain is whether this address meets the conditions, or if this address poses too high a risk, rather than laying bare everything that has been done over the past few years.

Compact language was originally prepared for this kind of contract writing, allowing public ledgers, zero-knowledge circuits, and local offline logic to work together.

This kind of list isn't just screened once and done.

Qualifications will be re-verified, rewards will be distributed in batches, and the system needs to keep running. $NIGHT is a public native governance token, DUST is generated by $NIGHT , and what consumes during actual transactions and contracts is DUST.

If the project team runs this kind of screening system long-term, the budget will be easier to control than a single-token gas model.

By doing this, the project team can distribute rewards more accurately to real people, and users do not need to expose their entire on-chain life to prove they are not witches.

@MidnightNetwork $NIGHT #night
Once medical data starts to go on the chain, projects like Midnight won't be able to hide.@MidnightNetwork If it comes out first in scenarios like clinical trials, I wouldn't be surprised at all. A hospital is recruiting subjects, the pharmaceutical company needs to confirm that people meet the criteria, and the research institution also needs to verify whether the process has been completed. But the most troublesome part of this matter is that qualifications need to be verified, records need to be kept, subsidies need to be issued, yet things like conditions, medical history, and drug reactions cannot be casually disclosed. In reality, many collaborations get stuck not because no one is willing to participate, but because no one dares to be the first to share the most sensitive data. Too much public information makes patients uneasy.

Once medical data starts to go on the chain, projects like Midnight won't be able to hide.

@MidnightNetwork If it comes out first in scenarios like clinical trials, I wouldn't be surprised at all.
A hospital is recruiting subjects, the pharmaceutical company needs to confirm that people meet the criteria, and the research institution also needs to verify whether the process has been completed.
But the most troublesome part of this matter is that qualifications need to be verified, records need to be kept, subsidies need to be issued, yet things like conditions, medical history, and drug reactions cannot be casually disclosed.
In reality, many collaborations get stuck not because no one is willing to participate, but because no one dares to be the first to share the most sensitive data.
Too much public information makes patients uneasy.
Trading Mindset: Discipline, Understanding, and True Intent【Should be free of attachment·and give rise to the mind】 This is the core essence of the Diamond Sutra, which means that when we are doing things, we should not bring in an obsession with the results: it must be done in a very objective way to achieve perfection, while the specific results are beyond our control, and how we do things is what we can control. Similarly, in trading, at the moment we place the order, we only need to perfectly integrate our rules, discipline, techniques, and understanding into our decision-making and execution, and the remaining results will be answered by the market. What we can control is the moment we place the order; the result is determined by the market, which we cannot grasp.

Trading Mindset: Discipline, Understanding, and True Intent

【Should be free of attachment·and give rise to the mind】

This is the core essence of the Diamond Sutra, which means that when we are doing things, we should not bring in an obsession with the results: it must be done in a very objective way to achieve perfection, while the specific results are beyond our control, and how we do things is what we can control.

Similarly, in trading, at the moment we place the order, we only need to perfectly integrate our rules, discipline, techniques, and understanding into our decision-making and execution, and the remaining results will be answered by the market.

What we can control is the moment we place the order; the result is determined by the market, which we cannot grasp.
A team is preparing for financing, and the investors have already discussed the final round. The next step is to enter the data room. Monthly active users, revenue, retention, and progress of collaboration all need to be examined. However, handing over all the underlying data carries significant risks. User addresses may be exposed, contract details may be exposed, and the subsequent business rhythm may also leak. Using @MidnightNetwork for such due diligence, the team can make key indicators into verifiable results, allowing investors to confirm that growth is real, revenue is real, and collaboration is real, but they cannot obtain the complete trajectory of each user, nor can they take away the entire set of business cards. In this way, due diligence remains due diligence and does not turn into a complete unboxing. $NIGHT and DUST fit well here as well. The team holds $NIGHT , and the system continuously generates DUST, making it easier to control costs for updates, verification, or audits. A truly mature financing process is not about stripping the project bare, but about clarifying what needs to be confirmed. @MidnightNetwork $NIGHT #night {spot}(NIGHTUSDT)
A team is preparing for financing, and the investors have already discussed the final round. The next step is to enter the data room.

Monthly active users, revenue, retention, and progress of collaboration all need to be examined.

However, handing over all the underlying data carries significant risks.

User addresses may be exposed, contract details may be exposed, and the subsequent business rhythm may also leak.

Using @MidnightNetwork for such due diligence, the team can make key indicators into verifiable results, allowing investors to confirm that growth is real, revenue is real, and collaboration is real, but they cannot obtain the complete trajectory of each user, nor can they take away the entire set of business cards.

In this way, due diligence remains due diligence and does not turn into a complete unboxing.

$NIGHT and DUST fit well here as well.

The team holds $NIGHT , and the system continuously generates DUST, making it easier to control costs for updates, verification, or audits.

A truly mature financing process is not about stripping the project bare, but about clarifying what needs to be confirmed.

@MidnightNetwork $NIGHT #night
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