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My Journey of Breaking into Big Tech (Or How I Ended up Joining Microsoft)

DevOps is a bunch of practices that consolidate programming advancement (Dev) and IT tasks (Operations) to work on the speed, quality, and dependability of programming conveyance. DevOps expects to stall the storehouses among advancement and task groups and make a culture of coordinated effort, mechanization, and persistent improvement. One of the vital standards of DevOps is mechanization. Via robotizing monotonous assignments like testing, constructing, and conveying code, DevOps groups can lessen mistakes, increment productivity, and speed up the product conveyance process. Mechanization additionally permits groups to zero in on more elevated-level assignments like development and client esteem. One more significant standard of DevOps is constant incorporation and consistent conveyance (CI/Compact disc). CI/Disc is a bunch of practices that robotize the method involved with building, testing, and sending code changes. By constantly coordinating code changes and conveying them to creation in little, gradual advances, DevOps groups can decrease the gamble of mistakes and work on the speed and unwavering quality of programming conveyance. DevOps additionally stresses the significance of checking and input. By checking the exhibition and strength of utilizations and frameworks, DevOps groups can rapidly recognize and determine issues before they influence clients. Input circles likewise permit groups to consistently work on their cycles and items in light of client criticism and information. Notwithstanding specialized rehearses, DevOps likewise underscores the significance of culture and joint effort. By encouraging a culture of trust, correspondence, and shared liability, DevOps groups can separate storehouses and work together to accomplish shared objectives. Coordinated effort likewise permits groups to use assorted points of view and the ability to take care of perplexing issues and drive advancement. Generally, DevOps is a strong way to deal with programming improvement and conveyance that underlines robotization, persistent improvement, and coordinated effort. By taking on DevOps rehearses, groups can speed up the conveyance of great programming and further develop the general client experience. Here Are a Few Prescribed Procedures for Carrying Out DevOps in an Association: Begin with a reasonable vision: Prior to executing DevOps, it's critical to have an unmistakable vision of what you need to accomplish. This incorporates characterizing your objectives, recognizing the key partners, and laying out a guide for execution. Encourage a culture of joint effort: DevOps is tied in with separating storehouses and cultivating cooperation among improvement and task groups. This requires a culture of trust, correspondence, and shared liability. Robotize everything: Mechanization is a vital standard of DevOps. Via robotizing, dull undertakings like testing, assembling, and sending code, groups can diminish mistakes, increment productivity, and speed up the product conveyance process. Execute constant combination and consistent conveyance (CI/Disc): CI/Cd is a bunch of practices that computerize the most common way of building, testing, and sending code changes. By ceaselessly coordinating code changes and conveying them to creation in little, gradual advances, groups can lessen the gamble of mistakes and work on the speed and dependability of programming conveyance. Screen and measure everything: Observing and estimating the exhibition and soundness of utilizations and foundation is basic to recognizing and settling issues before they influence clients. This requires a vigorous checking and logging methodology, as well as a culture of consistent improvement. Embrace cloud-local advancements: Cloud-local innovations like holders, microservices, and serverless figuring are intended to help Devotionals rehearses. By embracing these advancements, groups can accomplish more noteworthy versatility, adaptability, and proficiency. Put resources into preparing and training: DevOps requires a better approach to working, which can be trying for certain groups. Putting resources into preparing and training can assist groups with fostering the abilities and information they need to prevail in a DevOps climate. Constantly get to the next level: DevOps is about ceaseless improvement. By consistently investigating and refining your cycles, devices, and practices, you can guarantee that you are continuously conveying the most ideal worth to your clients. Ceaselessly move along: DevOps is about constant improvement. By routinely surveying and refining your cycles, instruments, and practices, you can guarantee that you are continuously conveying the most ideal worth to your clients. These are only a couple of the many prescribed procedures for executing DevOps in an association. The key is to begin little, repeat rapidly, and constantly work on it after some time. By embracing these advances, groups can accomplish more noteworthy adaptability, adaptability, and proficiency. Here Are a Few Prescribed Procedures for Executing Compartment Organization With Kubernetes: Utilize revelatory setup: Kubernetes utilizes decisive design to oversee containerized applications. This implies that you characterize the ideal condition of your application, and Kubernetes deals with ensuring that the genuine state matches the ideal state. Utilize revelatory setup to characterize your application's arrangement, administration, and different assets. Use namespaces: Namespaces are a method for dividing assets in a Kubernetes bunch. Use namespaces to sort out your assets by group, climate, or application. This can assist you with overseeing access control, asset quantities, and different parts of your group. Use marks and selectors: Names and selectors are a strong method for coordinating and dealing with your Kubernetes assets. Use names to append metadata to your assets, and use selectors to question and gather assets in light of their marks. Use availability and liveness tests: Status and liveness tests are utilized to actually look at the strength of your application. Use preparation tests to demonstrate when your application is prepared to get traffic, and use liveness tests to show when your application is as yet running accurately. Utilize flat case autoscaling (HPA): HPA is a Kubernetes highlight that naturally scales the quantity of units in an organization in view of asset use. Use HPA to increase your application or down in light of interest consequently. Utilize stateful sets for stateful applications: Stateful sets are a Kubernetes include that gives steady, interesting organization personalities for stateful applications like data sets. Utilize stateful sets to oversee stateful applications in a Kubernetes bunch. Use privileged insights and config maps: Insider facts and config maps are Kubernetes assets that permit you to oversee delicate data like passwords and Programming interface keys. Use insider facts and config guides to store and oversee setup information for your applications. Utilize a holder vault: A compartment library is a focal storehouse for putting away and circulating compartment pictures. Utilize a holder vault to store your application's compartment pictures, and use Kubernetes to send and deal with those pictures in your bunch. These are only a couple of the many prescribed procedures for carrying out holder organization with Kubernetes. The key is to begin little, emphasize rapidly, and constantly further develop your Kubernetes rehearses after some time. Here Are a Few Prescribed Procedures for Carrying Out Nonstop Combination and Ceaseless Conveyance (CI/Compact Disc) In a DevOps Climate: Robotize everything: Computerization is a critical guideline of DevOps, and it's particularly significant with regard to CI/Cd. Mechanize as a large part of the form, test, and organization process as conceivable to lessen blunders, increment proficiency, and speed up the product conveyance process. Use form control: Adaptation control is basic to effective CI/Album. Utilize a form control framework like Git to deal with your code changes, and utilize expanding and consolidating systems to oversee equal improvement endeavors. Utilize a form server: A form server like Jenkins or Travis CI can mechanize the method involved with building and testing your code changes. Utilize a form server to naturally fabricate and test your code changes at whatever point a new commit is pushed to your variant control framework. Utilize persistent incorporation: Constant joining is a training that includes coordinating code changes into a common vault habitually, frequently a few times each day. Utilize constant incorporation to get mistakes early, diminish blend clashes, and further develop joint efforts between engineers. Utilize ceaseless conveyance: Consistent conveyance is a training that includes consequently sending code changes to creation-like conditions at whatever point a new commit is pushed to your form control framework. Utilize ceaseless conveyance to decrease the gamble of blunders and work on the speed and dependability of programming conveyance. Use foundation as code: Framework as code (IaC) is a training that includes overseeing foundation utilizing code. Use IaC instruments like Terraform or CloudFormation to mechanize the most common way of provisioning and overseeing foundation, and to guarantee that your framework is reliable and reproducible. Use testing and observing: Testing and checking are basic to effective CI/Disc. Utilize mechanized testing instruments like Selenium or JUnit to test your code changes, and use checking devices like Prometheus or Grafana to screen the exhibition and soundness of your applications and foundation. Use input circles: Criticism circles are basic to ceaseless improvement. Use criticism circles to assemble input from clients, partners, and different groups, and utilize that input to work on your cycles and items constantly. These are only a couple of the many prescribed procedures for carrying out CI/Disc in a DevOps climate. The key is to begin little, emphasize rapidly, and persistently work on your CI/Cd practices over the long haul. There Are Many Instruments Accessible for Carrying Out CI/CD in a DevOps Climate. Here Are a Few Well-Known Ones: Jenkins: Jenkins is an open-source computerization server that is broadly utilized for CI/Compact disc. It upholds an extensive variety of modules and incorporations, making it profoundly adaptable and adaptable. Travis CI: Travis CI is a cloud-based CI/Disc stage that is famous with open-source projects. It upholds many programming dialects and structures and is not difficult to set up and utilize. CircleCI: CircleCI is a cloud-based CI/CD stage that is famous with new companies and little groups. It upholds many programming dialects and systems and is profoundly adaptable and adaptable. GitLab CI/Compact disc: GitLab CI/Cd is an implicit CI/Cd stage that is important for the GitLab code, the executive’s stage. It upholds a great many programming dialects and systems and is profoundly incorporated with GitLab's different elements. Bamboo: Bamboo is a CI/Disc stage from Atlassian, the producers of Jira and Juncture. It upholds a great many programming dialects and systems and is profoundly coordinated with Atlassian's different items. TeamCity: TeamCity is a CI/Compact disc stage from JetBrains, the producers of IntelliJ Thought and other famous improvement instruments. It upholds many programming dialects and systems and is exceptionally adjustable and adaptable. Sky blue DevOps: Purplish blue DevOps is a cloud-based CI/Disc stage from Microsoft. It upholds many programming dialects and structures and is profoundly coordinated with Microsoft's different items and administrations. These are only a couple of the many devices accessible for carrying out CI/Disc in a DevOps climate. The key is to pick a device that meets your particular necessities and coordinates well with your current instruments and cycles. Here Are a Few Prescribed Procedures for Carrying Out Foundation as Code (IaC): Use variant control: Adaptation control is basic to fruitful IaC. Utilize a form control framework like Git to deal with your foundation code changes, and utilize fanning and combining systems to oversee equal improvement endeavors. Utilize a revelatory methodology: IaC is tied in with characterizing the ideal condition of your framework, as opposed to the means expected to arrive. Utilize a definitive way to deal with characterize your framework assets, and let your IaC device handle the subtleties of provisioning and dealing with those assets. Utilize a measured methodology: IaC can immediately become perplexing and clumsy in the event that you attempt to oversee everything in a solitary record. Utilize a secluded way to deal with breaking your foundation code into more modest, reusable parts that can be effectively overseen and tried. Use testing and approval: Testing and approval are basic to fruitful IaC. Utilize computerized testing apparatuses like Terratest or KitchenCI to test your foundation code changes, and use approval devices like cfn-build up or Checkov to approve your code against best practices and security norms. Utilize a cloud-freethinker approach: IaC instruments like Terraform and CloudFormation are intended to be cloud-rationalist, implying that they can be utilized to oversee the framework across numerous cloud suppliers. Utilize a cloud-rationalist way to deal with a guarantee that your framework code is compact and can be effectively relocated between cloud suppliers. Use insider facts about the executives: Privileged insights from the board are basic to getting your framework code. Utilize privileged insights from the executives’ instruments like Vault or AWS Mysteries Director to safely store and oversee delicate data like passwords and Programming interface keys. Utilize nonstop joining and conveyance: CI/Disc is a critical standard of DevOps, and it's particularly significant with regard to IaC. Utilize a CI/Compact disc pipeline to naturally test, approve, and convey your foundation code changes, and to guarantee that your framework is generally cutting-edge and secure. These are only a couple of the many prescribed procedures for carrying out IaC. The key is to begin little, emphasize rapidly, and constantly further develop your IaC rehearses over the long run. Here Are a Few Prescribed Procedures for Carrying Out Compartment Security in a DevOps Climate: Utilize a solid base picture: Begin with a safe base picture for your compartments. Utilize a base picture that is consistently refreshed and kept up with, and that has been filtered for weaknesses. Use compartment libraries: Utilize a holder library to store and convey your compartment pictures. Holder libraries like Docker Center Point or Amazon ECR give worked-in security highlights like picture examining and access control. Use picture examining: Utilize a picture filtering apparatus like Clair or Anchore to check your compartment pictures for weaknesses and security issues. Picture checking can help you distinguish and remediate security issues before they become an issue. Use compartment detachment: Use holder disconnection highlights like namespaces and cgroups to segregate your compartments from one another and from the host framework. This can assist with forestalling holder breakouts and other security issues. Use network division: Use network division to confine your compartments from one another and from the host framework. Use devices like Kubernetes network arrangements or Istio to characterize and uphold network division rules. Use privileged insights on the board: Utilize the executive’s device like Vault or AWS Insider Facts Director to safely store and oversee delicate data like passwords and Programming interface keys. Use climate factors or Kubernetes mysteries to infuse privileged insights into your compartments at runtime. Use job-based admittance control (RBAC): Use RBAC to control admittance to your compartments and holder coordination stage. Use RBAC to characterize and uphold access control strategies for clients, groups, and applications. Use logging and observing: Use logging and checking devices like Prometheus or ELK to screen the presentation and strength of your compartments and holder arrangement stage. Use logging and checking to recognize and answer security occurrences and different issues. These are only a couple of the many prescribed procedures for executing compartment security in a DevOps climate. The key is to begin little, repeat rapidly, and ceaselessly further develop your compartment security rehearses over the long haul. Here Are a Few Prescribed Procedures for Executing Mysteries the Executives in a DevOps Climate: Utilize an insider facts-the-board device: Utilize a committed mysteries the executives instrument like HashiCorp Vault, AWS Privileged insights Director, or Purplish blue Key Vault to store and deal with your mysteries safely. These instruments give highlights like encryption, access control, and reviews to assist you with dealing with your mysteries safely. Utilize solid encryption: Utilize solid encryption to safeguard your mysteries both on the way and very still. Use encryption calculations like AES-256 and TLS to scramble your mysteries on the way, and use encryption very still to encode your insider facts when they are put away in your mysteries the board device. Use access control: Use access control to control who can get to your insider facts. Use RBAC or upper leg tendons to characterize and uphold access control arrangements for clients, groups, and applications. Use inspecting: Use examining to follow who has gotten to your insider facts and when. Use evaluating to recognize and answer security occurrences and different issues. Use robotization: Use mechanization to coordinate your mysteries the executives apparatus with your CI/Compact disc pipeline and other DevOps instruments. Use computerization to guarantee that your privileged insights are consequently infused into your applications and foundation at runtime. Use pivot: Use revolution to consistently change your privileged insights, for example, passwords and Programming interface keys. Use revolution to lessen the gamble of a compromised secret being utilized to get to your frameworks. Use forming: Use forming to follow changes to your mysteries over the long run. Use forming to guarantee that you can move back to a past variant of confidential if vital. These are only a couple of the many prescribed procedures for carrying out mysteries the board in a DevOps climate. The key is to begin little, emphasize rapidly, and constantly further develop your privileged insights the board rehearses after some time.

Smoothing Out Programming Conveyance With Consistent Joining, Persistent Conveyance, and Foundation

DAOs can be very different. Somewhere the system is built as simple as possible, somewhere - you can get lost from the first steps. Therefore, it is very important that newcomers to DAO begin their journey competently. Not everybody knows how a DAO works. So let’s make it easy for them to get started with five steps that cover the main activities for DAO members. 1. Proposals Any DAO member (i.e. anybody holding a governance token or NFT) can submit a proposal. This is the only way new initiatives can happen in a DAO and how every decision is made. A proposal can be about anything at all related to the DAO: how to spend the treasury, collaboration ideas, marketing programs, questions about the DAO’s direction, polls, election of delegates (more on that below), collective investment, and much more. Proposals are first submitted for discussion so other members can comment with their thoughts and the proposal submitted can incorporate any ideas he thinks improve the proposal before submitting it for voting. is a sample forum where proposals are submitted for discussion. If the proposal gathers enough support, it advances to the voting stage. Here What newcomers should do: In order to better understand the essence of the proposals, we advise you to study in detail the votes that are already closed or active at the moment of your entrance to the DAO. See who makes Proposals, what their standard structure is, and how this mechanism works in your particular case. Don't be afraid to pose questions to other members. Ideally, other members should walk you through the steps and introduce you to everything in detail. Voting Any member can vote on proposals. This is how decisions get made in DAOs. Once logged into your account with the wallet that has governance tokens/NFTs, you can see all the proposals up for voting (as well as the ones up for discussion and the ones already voted on). Read through the proposal carefully (look at the comments others made under the proposal for additional perspectives). Then vote as you see fit. In the most basic system, your number of tokens equals your number of votes. For specific voting settings, check with the DAO’s settings and description. What newcomers should do: Take a detailed look at the voting system used in your DAO. Remember that they can be extremely different. So your task is to investigate the voting mechanism, and then participate in it. Delegation Obviously, not everybody has the time and interest to vote in every single proposal. Some proposals may be very specific to certain areas of the DAOs operations about which many members have little expertise (technical, marketing, sales, etc.). In those cases, it may make practical sense to delegate your votes to someone else. In DAOs built with DeXe’s DAO Constructor, it also makes financial sense. What newcomers should do: Research who in your DAO is responsible for specific areas and has expertise in their business. Directly aside from activities in your organization, a person's skills can be demonstrated in other ways: for example, he or she may publish materials, speak at conferences or online. Expert Delegation To promote effective and knowledgeable decisionmaking, DAOs built on DeXe can delegate to groups of experts that are either certified as experts within your specific DAO by a vote within your DAO or are certified as global experts by DeXe itself. Experts can be categorized by subject matter. So when you want to delegate your votes on technical issues to someone, you choose the Technical Expert of your choice (or a group of them). To encourage decentralization and prevent excessive power by any single expert, DeXe’s DAOs have a mechanism to reward a plurality of experts. So giving the most popular expert all of your votes will not necessarily give you the best financial reward nor voting power. What newcomers should do: Also, as in the last point, we advise you to study in detail the experts and their activity, and then make a decision. You can do it all! Remember, this is your DAO. You are already an investor in it by holding government tokens/NFTs. You can also be a lawmaker and an employer within the DAO by submitting proposals that will spend the DAO’s budget (treasury) on programs to be completed by someone. And once a proposal sets aside a budget for something, you can be the person to do that task and get paid. For example, if someone creates a proposal for someone to create a meme, you can submit a proposal (with meme samples) to be the one chosen to do that meme and get paid for it. Or you may prove your skills so much already that a DAO proposal specifically mentions your name, service, and compensation. There could be proposals establishing contests or giveaways. And you can participate in them. You can even be an expert for your DAO or all DAOs. You can propose and then create a subDAO with a specific focus. These are just some of the roles available to members — and they are not mutually exclusive. This is the whole idea of DAOs: every member can be and do anything within the DAO as long as it’s done through proper DAO channels. Makes sense? Go try it out. Also published . here

Joining a DAO: Five Tips on How to Onboard Newcomers to Your DAO

This is by (source: ). Bush is a writer. Twitter thread Dickie Bush @dickiebush 05-02-2023 https://twitter.com/dickiebush/status/1653386840601157633?s=46&t=hLXLvA2wSOmlARX4ZS1fvA&embedable=true&thread=true The lead image for this article was generated by HackerNoon's via the prompt "Gigantic Brain” AI Image Generator

Dickie Bush: My Experience Joining a $68,000 Mastermind

Movies and TV shows have taught us to associate computer hackers with difficult tasks, detailed plots, and elaborate schemes. What security researcher Carlos Fernández and I have recently found on open-source registries tells a different story: bad actors are favoring simplicity, effectiveness, and user-centered thinking. And to take their malicious code to the next level, they’re also adding new features assisted by ChatGPT. Just like software-as-a-service ( ), part of the reason why malware-as-a-service (MaaS) offerings such as , , and have become so popular in underground markets is that they have active customer support channels and their products tend to be slick and user-friendly. Needless to say, these products are often built by professional cybercriminals. SaaS DuckLogs Redline Stealer Racoon Stealer Check these boxes, fill out this form, click this button… Here's your ready-to-use malware sample! In the less popular MaaS offerings we’ve found in the wild, such as the token grabber , there’s an attempt to incorporate human-centered design principles, but the product fails in customer support. Mostly operated and consumed by teenagers, the associated Telegram accounts are full of complaints and hostile “bro-speak” due to a broken promise of a “lifetime warranty”: Discord Z3US Even before I joined Sonatype, I was wondering .  And now that I’m following a series of campaigns and bad actors from around the world, something has cleared up for me: most of the malicious packages the security research team brings to my attention are not the product of a quirky genius in a hoodie coding from a dark basement filled with monitors. Thanks to the simplistic nature of MaaS, anyone can easily create and upload samples to open-source registries with minimal setup cost and technical knowledge. what the modern face of cybercrime looks like malware Avast researchers that since the start of the ongoing Covid-19 pandemic, platforms like Discord and Telegram have become increasingly popular among the younger population. Rather than using mainstream social media, these teens create malware communities in Discord for the purpose of gaming, chatting, and socializing away from parental supervision. These communities are usually led by the most technically proficient members, who show off by taking ownership of competing servers, or even by sharing screenshots featuring information they’ve stolen from unsuspecting victims. They’re also actively seeking out other members based on their programming skills or potential to contribute to their campaigns. have observed As an unintended consequence of these activities, the resilient open-source registries we rely on are facing an overburden of resources. our security researchers confirmed as malicious a whooping 6,933 packages uploaded to the npm and PyPI registries. Last month alone We recently of a Spanish-speaking group called EsqueleSquad which has uploaded more than 5,000 packages to PyPI. The payload in these packages attempted to download a Windows Trojan from Dropbox, GitHub, and Discord by using a PowerShell command. tracked the campaign We subsequently of another group called SylexSquad, possibly from Spain, who created packages containing malware designed to exfiltrate sensitive information. In addition to advertising their products with YouTube videos and selling them on a marketplace, they have a small Discord community for recruiting new members. And they seem to have plenty of time to pollute the open-source software supply chain. investigated the activities Skidded code with a dash of AI During the first week of April, our AI system flagged a series of packages uploaded to PyPI as suspicious, later confirmed to be malicious by our security researchers. These packages had a naming pattern that consisted of the prefix “py” followed by references to antivirus software: , , , and . pydefenderultra pyjunkerpro pyanalizate pydefenderpro Carlos Fernández noticed the packages were credited to the group SylexSquad, suggesting the continuation of a campaign we had tracked before involving the packages and . After making this discovery, we started mapping their activities. reverse_shell sintaxisoyyo In a game of cat and mouse, every time we confirmed one of these packages as malicious, the PyPI team would help us take it down, and a couple of hours later, the bad actors would sneak in a similarly-named package. To give you the full picture of this campaign, let’s recap our initial findings: If developers were to install the PyPI package , would execute , a lightly obfuscated script hosted on GitHub and encoded as a series of numbers that correspond to ASCII codes. reverse_shell setup.py bypass.py After deobfuscation, it would create new registry values on Windows for persistence, and consequently, it would call another GitHub-hosted file, , an information stealer. Sensitive data such as browser information (history, cookies, passwords…), Steam accounts, Telegram accounts, credit cards, and even a screenshot of the victim’s desktop, would be uploaded using the attacker’s Discord webhook. WindowsDefender.py Fast-forward to the new packages credited to this group and we find a completely different consisting of heavily obfuscated code (AES 256 encryption) generated with , a service that promises “protection by 4 layers of algorithm”. Before Carlos rolled up his sleeves for the deobfuscation process, we could only make out two pieces of information from the ocean of camouflaged code: the service URL, and a readable message: ' ' Each word in that message was a variable used for the deobfuscation process: setup.py Pyobfuscate why, are, you, reading, this, thing, huh I won’t get into details of how Pyobfuscate works, but with patience and expertise, Carlos managed to successfully deobfuscate the code and reveal its true form. He found it intriguing that the obfuscated content was not only present in but also in the previously-readable that was grabbed initially from GitHub, and now from the service. setup.py WindowsDefender.py transfer.sh When bad actors don’t move fast enough, there’s a good chance security researchers like us —and GitHub’s rules about — will ruin their plans. Such is the case of , which was initially hosted on the GitHub repo “joeldev27” when it was used by the PyPI packages and , and rendered inactive soon after. not allowing the platform to be used as a malware CDN WindowsDefender.py pycracker pyobfpremium Since that filename was being used consistently, I did some digging and found that was hosted on a GitHub repo called . When I shared this finding with Carlos, he responded with a sense of wonder: “In the next few hours, a new package will appear on PyPI with an obfuscated . After installation, it will download from that repo you just found a heavily-obfuscated script named which will establish a persistence mechanism and download the info-stealer we investigated previously, also named .” WindowsDefender.py CosasRandoms480 setup.py WindowsDefender.py WindowsDefender.py His prediction turned into reality when the package appeared less than 30 minutes later on PyPI, effectively using “CosasRandoms480” as a malware CDN. We reported it to the PyPI team and it was taken down soon after. pyobfadvance Scientists and philosophers have wondered if . Working as a security researcher certainly feels that way. You’re stuck in a loop of researching, discovering, and reporting, and the same threats keep coming up over and over again. we live in a computer simulation Two days later, a new SylexSquad-credited package was flagged on our system: Same obfuscated . Same URL from executing the same with the same persistence mechanism code and the same execution of the info-stealer in . Everything looked the same, yet the file was and a new script was being summoned from : pydefenderpro. setup.py the same GitHub repo WindowsDefender.py WindowsDefender.py no longer obfuscated transfer.sh “It’s a RAT!” Carlos messaged me on . “And also an info-stealer–” Slack “A RAT Mutant?” I replied, referring to a trend of a type of malware that combines remote access trojans and info-stealers. we’ve been tracking in the wild “Exactly,” Carlos said. OSINT research revealed that the new RAT code was not original, but a copy of of : a copy DiscordRAT : a malicious package gets reported to the PyPI team, and the PyPy team takes it down. Rinse and repeat Of course, a new package, entered the scene soon after. What was different here is that the bad actors migrated to the service instead of GitHub to download , likely due to the “CosasRandoms480” repository being deactivated. pydefenderultra, pastebin.pl WindowsDefender.py We suspect that the readable version of made it easier to confirm that it was breaking . But why did the bad actors decide to deobfuscate the script? Was it too complicated for their simplistic process? WindowsDefender.py GitHub rules The RAT kept mutating. The menu and comments were now translated into Spanish and had additional functionalities. The cycle continued when they uploaded another package, . This time the added functionalities included a keylogger, audio recorder, exfiltration of OS data, and the ability to upload any file from the victim to the attacker's Discord channel. The comments on the code were unusually abundant, which is typically only associated with tutorial code and not a piece of malware. pyjunkerpro “Wait,” Carlos said, thinking out loud, “What if they’re using AI to create new functionalities?” Tools like and provide a good starting point for detecting AI-generated text. However, identifying AI-generated code is still challenging, as there are currently no available tools (that I know of) capable of doing it accurately. Fortunately, humans are still very good at recognizing patterns… GPTZero Copyleaks I quickly opened a ChatGPT tab, and typed a prompt in Spanish, which translated to: “Write Python code for a Discord bot that uploads audio from a remote computer using PyAudio.” The output I got was eerily similar: It seems we were tracking script kiddies who copied code from various sources and then used ChatGPT to add new capabilities. The resulting unique code gave them the confidence to advertise it on or sell it through their own marketplace. And nobody would suspect it wasn’t an original creation. YouTube This raises an intriguing question: what should we call these bad actors? AI-scripted kiddies? Prompt kiddies? I asked ChatGPT, and it said: If an individual is using ChatGPT to add new capabilities to their malware, they may be considered a more advanced type of hacker than a traditional script kiddie. It may be more accurate to refer to them as "hackers" or "AI-assisted hackers" instead. Fascinating. ChatGPT is giving them more status. OSINT with a dash of AI For the sake of experimentation, Carlos wanted to try a prompt to see if the tool would also help us gain further insight into the bad actors’ activities. “I need Python code that can use the Discord API as a bot (using a token). The script should connect to the bot and display the guild information, guild members, guild channels, and message history.” As expected, ChatGPT generated heavily commented code and clear instructions to get started: . So we copied the token that the "AI-assisted hackers" added in and pasted it into our AI-generated Python script. To use this code, replace "your_bot_token_here" with your bot token and run the Python script MicrosoftUpdate.py We ran that code… …and we were in! We gathered information about the members (MEE6, $Demon666, $̷y̷n̷t̷a̷x̷E̷r̷r̷o̷r̷, aitanaxx05 + 4 reps, Esmeralda, SylexNaranjoDomina, and AI Image Generator), channels, and message history. It turns out, they had infected a couple of users already — we identified one IP from Cuba and another one from India. And the OS information was being exfiltrated to channels named after the infected victim’s username: We discovered that we were connected to a bot called “SylexNaranjoDomina'' that had admin privileges. This could enable someone to add members, delete webhooks, or modify existing channels. Someone could easily change the guild name from “The server of Demon666” to “The server of a Script Kiddie” – a fitting description for this type of bad actor, though I believe ChatGPT may frown on that idea. Stay vigilant It's clear from this investigation that the proliferation of MaaS and the use of AI-assisted code has created new opportunities for less technically proficient bad actors. With more users taking advantage of these tools and offerings, there are even more opportunities for malicious packages to infect your build environment. As the cybersecurity landscape continues to evolve, so must our defenses. By staying informed, cautious, and protected, we can be one step ahead against the ever-changing threat of cybercrime.

Bad Actors Are Joining the AI Revolution: Here’s What We’ve Found in the Wild

খারাপ অভিনেতারা এআই বিপ্লবে যোগ দিচ্ছেন: আমরা বন্যের মধ্যে যা পেয়েছি তা এখানে

Schlechte Schauspieler schließen sich der KI-Revolution an: Das haben wir in freier Wildbahn gefunden

Los malos actores se están uniendo a la revolución de la IA: esto es lo que hemos encontrado en la naturaleza

Les mauvais acteurs rejoignent la révolution de l'IA : voici ce que nous avons trouvé dans la nature

बुरे अभिनेता एआई क्रांति में शामिल हो रहे हैं: यहां वह है जो हमने जंगल में पाया है

悪意のある人物が AI 革命に参加: これが私たちが実際に発見したことです

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不良行为者正在加入人工智能革命：这是我们在野外发现的东西

There’s something about the startup scene that inspires drained corporates to leave their cozy, paced lives at big multinational enterprises and pursue the thrill of the unknown. The shiny dream of building the next Silicon Valley unicorn can often be tempting enough to compete with the comfort of a regular, peaceful 9-to-5 with a handful of perks. Indeed, joining a startup could be the next turning point in your career. It’s a great chance to experience a new industry or capacity, have your say in important decisions impacting the whole business strategy of the company, and simply be a part of something great that can potentially change the world. So What’s the Catch? There’s one thing to know about startups before considering working in them: there is always a risk that it won’t work out – particularly if we’re talking about early-stage startups all the way to the seed round. And even if eventually your startup succeeds, it’s important to understand that a large part of this journey may be quite stressful and disheartening. Should you resist the temptation of trying your luck simply because of the danger of failure? Absolutely not. But there is every reason to make a decision of joining a startup with a cold-minded, reasonably critical approach. Now, in this article, we won’t be touching the subject of as it’s a whole different topic to go over – and as an I believe I’m not the one to elaborate on entrepreneurship (at least yet). founding your own startup, employee, However, having worked for an early-stage startup for over a year, I have definitely accumulated some reflections to share. Here are a few key questions I would recommend asking yourself before signing up to work for a startup. 1. Does It Drive Me? Stepping into a startup usually means quickly immersing yourself in a fast-paced environment with countless simultaneous processes that tend to change very quickly. You might have to combine multiple roles at once, rapidly master new skills, and learn about all sorts of matters that you never had to deal with. All of that can be incredibly fun and exciting – as long as you are genuinely passionate about the mission of the startup you’ve chosen and you actually believe that your product is worth all those efforts. In fact, understanding why this work is important to you may be your only chance to stay sane during the darker times when you’ll feel like it’s all going nowhere – and trust me, there will always be such periods, even if eventually you’ll build that unicorn that’ll change the world. To keep your eye on that light at the end of the tunnel, you need to start your journey with a firm belief in its existence. 2. Does It All Make Sense? Getting a solid answer to this question may require you to dig much deeper into the subject – but the time it might save you is very much worth it. Do your research about the field that the company operates in, look through their website, and try to understand what their product is and what similar products are already out there in the market. All these efforts will help you ask the right questions at the interview. Why bother? Unless you are invited to join as a co-founder, you’d want to make sure that the company has a clear vision of its product and its target audience, the markets it’ll focus on, and the monetization model. The only reason why any of these points may remain unclear by the time of your interview is when they are hiring you specifically as a CEO, a Business Development Manager, etc., with the purpose to define these aspects with your help. Stay very much alert for the warning signs that the company’s business strategy is heavily based on assumptions. For example, just because it’s targeting a global problem doesn’t mean it’ll fit into different markets globally. Or just because the founder had a certain experience finding a solution to his personal problem, it doesn’t mean that everyone else out there would need a specific product to solve similar issues. Meticulous market research, critical approach, and pragmatic thinking are extremely important even in the most inspiring startup environment. 3. What Are the Founders Like? It’s quite a common thing for startup founders to be eccentric or relatively hard to deal with. After all, it often takes a certain bit of creativity and/or madness to come up with a truly innovative idea and try to bring it to life. However, instead of romanticizing the popularised “passion” and “courage” as the core qualities of the founders, think of these aspects: 📌 Do these people look like they can handle a business? Do you like their thinking? 📌 Do you trust their experience in the industry and their judgment? Have they done anything remotely similar in the past? 📌 Is there a co-founding team of 2+ people balancing each other out, or is there one solo founder that has full power to change in the company in the flick of a switch? anything 📌 Does it look like you will personally feel comfortable working with them? 4. Will I Have a Share and/or Power? This question may not seem that important when you’re joining a small startup that has little to no revenue and is basically just starting out. However, once you find yourself giving it all to the business that has never been yours, sooner or later you’ll start wondering if your input in its very foundation should be worth its part. That feeling of possessing a certain part in the business might also give you a bit of extra motivation to keep going strong on the downward parts of the journey. As a business owner (even if you only own a couple of percent!), you will most likely feel that going through hardships is more justified. After all, being just an employee on a salary is much easier when you work for a corporate organization. If you’re joining at the earliest stages, it’s worth negotiating to be on the confounding team and have more weight to your word in the consequent strategic decisions. This way, you will less likely end up suffering from someone else’s mistakes that you had no way of preventing. Of course, greater power comes with greater responsibility, so only consider this route if you really want to be at the core of the business. With early-stage startups, it’s often a feasible option – and it’s an opportunity that’s much harder to secure in a big established company. 5. What if It Doesn’t Work Out? However great the mission and vision of the startup you’re joining may seem, the chance of failure is never low. Therefore it’s worth making sure that the journey would be worth it regardless of the result. In other words, even if the startup that employs you never makes a successful exit, you should still be able to leave with valuable takeaways – and no regrets. Some tips to make sure the outcome is positive for you no matter what: ✅ Join a startup with a mission that you believe in and would be proud to look back on; ✅ Choose a role that would give you the most diverse, hands-on experience that you can use in your career later on; ✅ Make sure the startup brings you into the industry that you’d like to stay in, so you can form the right network and learn from industry experts ✅ Do your best to be informed about your sector and the latest tech trends – so you’d be able to make a solid judgment of your startup’s performance ✅ Be passionate – but also be realistic. Last Note Working in a startup can be a bittersweet journey with moments of sky-high thrills and grim disappointments. As an employee, sometimes you will feel proud of the input you are making, and on other days you’d be desperate that you don’t have the power over the things that make the business bounce back or stagnate. Whatever ups and downs you face, what is almost guaranteed is that you will get incredible experience, learn a lot, and gain valuable insights that will take your professional versatility and expertise to a whole new level. The question is, where will your journey take you?

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**MAJURO, Marshall Islands, May 15th, 2024/Chainwire/--**Multipool, a leading innovator in the blockchain and cryptocurrency industry, announces the close of its $650k VC investment round led by NxGen, and the announcement of its Fjord Foundry LBP on May 21st-23rd. In the past month, Multipool has brought together the best of the crypto investment scene and connected them with the next big thing, receiving an overwhelmingly positive response from the community. “We’re thrilled to have raised $650k from VC & private investors. With NxGen, we aim to take the Multipool project of a DEX with CEX appeal to new heights and bounds, revolutionizing the crypto space. The LBP launches on Fjord Foundry, May 21st, stay tuned! ” Wojciech Kaszycki, a Core Contributor at Multipool Partnered with Professionals The Multipool LBP launches with industry professionals including NxGen, a group of private investors and advisers. These stakeholders provide Multipool with all the skillsets and regulatory support needed to reshape the industry offering compliance, flawless technological development and widespread awareness. The Big Launch With the close of the VC round, Multipool will launch their LBP on Fjord Foundry May 21st - 23rd, where crypto enthusiasts from all around the world can participate, joining a community of vibrant experts on the cutting edge of crypto tech. To learn more about Multipool and the upcoming LBP, users can visit: Website - www.multipool.finance Telegram - t.me/multipoolfi X - https://twitter.com/multipoolfi About Multipool Multipool is a cutting-edge decentralized exchange (DEX) transforming the trading landscape for real-world assets (RWAs) and cryptocurrencies. Multipool is designed for fairness and equality, featuring a fully decentralized on-chain order book, deep liquidity through dynamic bracket pools, and seamless trading of RWAs and cryptocurrencies. Utilizing world-class innovations including industry-first FIX APIs, low latency networks, zero price impact auctions, trustless RFQs, peer-to-peer repo lending, and MEV bot protection, Multipool sets a new standard in DeFi trading. Experience unparalleled efficiency and security in your trading journey with Multipool – The DEX with CEX appeal. https://www.multipool.finance/ Contact Public Relations Manager Angie Hermosa Multipool press@multipool.finance This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here. **MAJURO, Marshall Islands, May 15th, 2024/Chainwire/--**Multipool, a leading innovator in the blockchain and cryptocurrency industry, announces the close of its $650k VC investment round led by NxGen, and the announcement of its Fjord Foundry LBP on May 21st-23rd. In the past month, Multipool has brought together the best of the crypto investment scene and connected them with the next big thing, receiving an overwhelmingly positive response from the community. “We’re thrilled to have raised $650k from VC & private investors. With NxGen, we aim to take the Multipool project of a DEX with CEX appeal to new heights and bounds, revolutionizing the crypto space. The LBP launches on Fjord Foundry, May 21st, stay tuned! ” Wojciech Kaszycki, a Core Contributor at Multipool “We’re thrilled to have raised $650k from VC & private investors. With NxGen, we aim to take the Multipool project of a DEX with CEX appeal to new heights and bounds, revolutionizing the crypto space. The LBP launches on Fjord Foundry, May 21st, stay tuned! ” Wojciech Kaszycki, a Core Contributor at Multipool Partnered with Professionals The Multipool LBP launches with industry professionals including NxGen, a group of private investors and advisers. These stakeholders provide Multipool with all the skillsets and regulatory support needed to reshape the industry offering compliance, flawless technological development and widespread awareness. The Big Launch With the close of the VC round, Multipool will launch their LBP on Fjord Foundry May 21st - 23rd, where crypto enthusiasts from all around the world can participate, joining a community of vibrant experts on the cutting edge of crypto tech. To learn more about Multipool and the upcoming LBP, users can visit: Website - www.multipool.finance www.multipool.finance www.multipool.finance Telegram - t.me/multipoolfi t.me/multipoolfi t.me/multipoolfi X - https://twitter.com/multipoolfi https://twitter.com/multipoolfi https://twitter.com/multipoolfi About Multipool Multipool is a cutting-edge decentralized exchange (DEX) transforming the trading landscape for real-world assets (RWAs) and cryptocurrencies. Multipool is designed for fairness and equality, featuring a fully decentralized on-chain order book, deep liquidity through dynamic bracket pools, and seamless trading of RWAs and cryptocurrencies. Utilizing world-class innovations including industry-first FIX APIs, low latency networks, zero price impact auctions, trustless RFQs, peer-to-peer repo lending, and MEV bot protection, Multipool sets a new standard in DeFi trading. Experience unparalleled efficiency and security in your trading journey with Multipool – The DEX with CEX appeal. https://www.multipool.finance/ https://www.multipool.finance/ https://www.multipool.finance/ Contact Public Relations Manager Angie Hermosa Multipool press@multipool.finance This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here. This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here . here here

Multipool Announces LBP After Raising $650k In VC Round Led By NxGen

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At the heart of Wojak Finance is the WOJAK token, a digital currency that serves as the spine of the platform's environment. But it's not just trading and speculation—WOJAK is a utility token with real-international programs, powering the whole lot from marketing campaigns to community engagement initiatives. However, possibly the greatest groundbreaking aspect of Wojak Finance is its decentralized community-based marketing platform, which operates primarily on Twitter. Unlike conventional advertising models, which depend on centralized intermediaries to connect manufacturers with audiences, Wojak Finance puts the power back within the palms of the people. Through the platform, manufacturers can interact with Wojakians—the passionate community of users and supporters who have rallied behind the project. By leveraging the collective impact of Wojakians, brands can amplify their message, force engagement, and attain new audiences in ways that had been previously thought not possible. But Wojak Finance isn't just marketing—it's about empowering groups and creating possibilities for people to participate in the digital economic system. With the recent release of their GenX NFT collection, Wojak Finance is taking community engagement to new heights. The GenX series includes 100,000 precise NFTs, each representing a different person inside the Wojak universe. But these NFTs are more than just virtual collectibles—they are a gateway to a new form of digital ownership and expression. With GenX, users can show off their NFT characters on Twitter and earn $BWJ tokens in the process. It's a singular idea that blurs the lines between digital art, social media, and finance, and it's already capturing the creativeness of crypto fanatics worldwide. However, the most interesting aspect of Wojak Finance's GenX series is its ability to reshape the advertising and marketing enterprise as we know it. By harnessing the power of NFTs and social media, Wojak Finance is pioneering a brand new version of decentralized advertising and marketing that puts the interests of communities and individuals first. With the imminent release of its AI model and software, Wojak Finance is poised to take its platform to a new level. By leveraging synthetic intelligence to create tailor-made tweets primarily based on user profiles, Wojak Finance is changing the manner in which brands interact with audiences on social media. But none of this would have been possible without the aid of the Wojakians—the passionate community of customers and supporters who have embraced the undertaking from day one. With their lively participation and unwavering dedication, Wojakians are driving the success of Wojak Finance and shaping the future of decentralized marketing. Joining Wojak Finance isn't just about investing in a cryptocurrency—it's about joining a movement, a community-driven revolution that's rewriting the playbook for how we think about cryptocurrency, advertising, and marketing. By becoming a part of Wojak Finance, you're not just a passive observer; you're an active participant in shaping the future of decentralized finance and empowering individuals to take control of their financial destinies. So why wait? Join Wojak Finance today and be a part of something bigger than yourself—a community that's redefining the rules of the game and paving the way for a brighter, more inclusive future. Follow Wojack Finance to join them on their journey, and visit their website today: Wojak Finance's official website
Wojakians NFT collection on Rarible
Twitter page
Telegram group
CoinMarketCap profile If interested, visit https://genx.woj.finance/ for more details. This story was distributed by Jon Stojan Media under HackerNoon’s Brand As An Author Program. Learn more about the program here: https://business.hackernoon.com/brand-as-author At the heart of Wojak Finance is the WOJAK token, a digital currency that serves as the spine of the platform's environment. But it's not just trading and speculation—WOJAK is a utility token with real-international programs, powering the whole lot from marketing campaigns to community engagement initiatives. However, possibly the greatest groundbreaking aspect of Wojak Finance is its decentralized community-based marketing platform, which operates primarily on Twitter. Unlike conventional advertising models, which depend on centralized intermediaries to connect manufacturers with audiences, Wojak Finance puts the power back within the palms of the people. Through the platform, manufacturers can interact with Wojakians—the passionate community of users and supporters who have rallied behind the project. By leveraging the collective impact of Wojakians, brands can amplify their message, force engagement, and attain new audiences in ways that had been previously thought not possible. But Wojak Finance isn't just marketing—it's about empowering groups and creating possibilities for people to participate in the digital economic system. With the recent release of their GenX NFT collection, Wojak Finance is taking community engagement to new heights. The GenX series includes 100,000 precise NFTs, each representing a different person inside the Wojak universe. But these NFTs are more than just virtual collectibles—they are a gateway to a new form of digital ownership and expression. GenX GenX With GenX, users can show off their NFT characters on Twitter and earn $BWJ tokens in the process. It's a singular idea that blurs the lines between digital art, social media, and finance, and it's already capturing the creativeness of crypto fanatics worldwide. However, the most interesting aspect of Wojak Finance's GenX series is its ability to reshape the advertising and marketing enterprise as we know it. By harnessing the power of NFTs and social media, Wojak Finance is pioneering a brand new version of decentralized advertising and marketing that puts the interests of communities and individuals first. With the imminent release of its AI model and software, Wojak Finance is poised to take its platform to a new level. By leveraging synthetic intelligence to create tailor-made tweets primarily based on user profiles, Wojak Finance is changing the manner in which brands interact with audiences on social media. But none of this would have been possible without the aid of the Wojakians—the passionate community of customers and supporters who have embraced the undertaking from day one. With their lively participation and unwavering dedication, Wojakians are driving the success of Wojak Finance and shaping the future of decentralized marketing. Joining Wojak Finance isn't just about investing in a cryptocurrency—it's about joining a movement, a community-driven revolution that's rewriting the playbook for how we think about cryptocurrency, advertising, and marketing. By becoming a part of Wojak Finance, you're not just a passive observer; you're an active participant in shaping the future of decentralized finance and empowering individuals to take control of their financial destinies. So why wait? Join Wojak Finance today and be a part of something bigger than yourself—a community that's redefining the rules of the game and paving the way for a brighter, more inclusive future. Follow Wojack Finance to join them on their journey, and visit their website today: Wojak Finance's official website Wojakians NFT collection on Rarible Twitter page Telegram group CoinMarketCap profile Wojak Finance's official website Wojak Finance's official website Wojakians NFT collection on Rarible Wojakians NFT collection on Rarible Twitter page Twitter page Telegram group Telegram group CoinMarketCap profile CoinMarketCap profile If interested, visit https://genx.woj.finance/ for more details. https://genx.woj.finance/ https://genx.woj.finance/ This story was distributed by Jon Stojan Media under HackerNoon’s Brand As An Author Program. Learn more about the program here: https://business.hackernoon.com/brand-as-author This story was distributed by Jon Stojan Media under HackerNoon’s Brand As An Author Program. Learn more about the program here: https://business.hackernoon.com/brand-as-author This story was distributed by Jon Stojan Media under HackerNoon’s Brand As An Author Program. Learn more about the program here: https://business.hackernoon.com/brand-as-author https://business.hackernoon.com/brand-as-author

Wojak Finance: Pioneering Decentralized Advertising with the WOJAK Token

Wojak Finance: WOJAK টোকেনের সাথে বিকেন্দ্রীকৃত বিজ্ঞাপনের অগ্রগামী

Wojak Finance: Pionierarbeit für dezentrale Werbung mit dem WOJAK-Token

Wojak Finance: publicidad descentralizada pionera con el token WOJAK

Wojak Finance : pionnier de la publicité décentralisée avec le jeton WOJAK

वोजैक फाइनेंस: वोजैक टोकन के साथ विकेंद्रीकृत विज्ञापन में अग्रणी

Wojak Finance: WOJAK トークンによる分散型広告の先駆者

Wojak Finance: WOJAK 토큰을 통한 분산형 광고 개척

Wojak Finance: Pioneirismo na Publicidade Descentralizada com o Token WOJAK

Wojak Finance: новаторская децентрализованная реклама с помощью токена WOJAK

Wojak Finance: WOJAK Token ile Merkezi Olmayan Reklamcılığa Öncülük Ediyoruz

Wojak Finance: Tiên phong quảng cáo phi tập trung với token WOJAK

Wojak Finance：利用 WOJAK 代币开创去中心化广告

One of the most repeated questions I get is: how do I evaluate whether I should join an early seed-stage startup? Embarking on a journey with a startup is akin to taking a leap of faith. While there's no guarantee of success, conducting due diligence can significantly mitigate risks. Having been in such a position a couple of times myself, I wanted to share the framework I use that may help you make your decision. For a quick background, the first startup I joined after my undergrad, MIME360, was acquired by Flipkart to build out its digital store. The four years I worked at Flipkart, it went through a hyper-growth phase to become India's biggest eCommerce company. After doing my Masters in Computer Science from Columbia University, I was fortunate to find another set of high performers with TellApart. TellApart ended up being Twitter's biggest acquisition, and I was fortunate to be part of that journey too. After spending 6 years building ad products at Twitter, I wanted to get back to early-stage companies, which led me to join Frec as a founding engineer. Frec is a fintech startup, democratizing complex financial instruments which were previously accessible to a wealthy few. Unlike MIME360 and TellApart, where I was very early in my career and also just at the right place at the right time, Frec was a very intentional decision. I had worked with some of the other founding engineers before, so I was confident the team was capable of executing. Josh McFarland (TellApart founder) was the lead investor from Greylock, so that was another huge vote of confidence. When I spoke to Mo Al Adham, the founder of Frec, his thoughts about the team and product-market fit complimented mine, and I was convinced I was making the right decision. Given my prior experience with small and medium-sized start-ups, some of my friends/colleagues reach out to me to help evaluate a startup they’re considering joining. Joining a new company is a big step, both personally and professionally. Making an informed decision is much easier with public companies since a lot of resources/metrics that you might need are already available like revenue growth, median salary for your role, opinion of current and past employees, etc. Such data is generally not available for most startups, especially the early-stage ones (pre-series B) which makes it quite a risky prospect. We know start-ups are inherently hard, and while there is no guarantee of success, you can definitely mitigate some risk by doing your own due diligence. Most start-ups are aware of this and are willing to share information with potential employees within reasonable limits. It's essential to remember that joining a startup is not just about being hired; it's a mutual exploration where you are interviewing the company as much as they are interviewing you. Before saying yes to joining a startup, it's crucial to have a clear understanding of what you aim to gain from the experience. With the hope that it can help others as well, I am sharing some of the things I considered when making my decision to join Frec. Product Understanding the product is fundamental as it forms the cornerstone of the startup's existence. What problem are you trying to solve? What positions you to best solve this problem? Do you have product-market fit (PMF)? If not, what does PMF look like to you? In other words, what metrics will convince you that you've attained PMF? Who are your primary competitors, and what differentiates you from them? What is the biggest pain point for your product/customers right now? Who is the target audience?

As a side note, it always helps if it’s a product you believe you will actually use (now or in the future) Company Evaluating the company's overall health and trajectory is vital for long-term commitment. You don't want to join a company for 6 months for it to run out of money. These questions will help evaluate the health of the company and what are their plans for the next 1-2 years. What's your burn rate and what are your future funding plans? Alternate: What is the current runway?
How much is the current revenue (if any)? Future plans for revenue streams? Team The dynamics and cohesion within the team can significantly impact your experience and success within the startup. Even if there is no financial success, you can still gain a lot by working with a high-performing team. Has anyone already left the company, and if so, why?
How do you facilitate onboarding for new team members?
How do people collaborate and resolve conflicts within the team?
What is the company’s policy on remote or flexible work?
How often do people work from the office? (This might have a significant impact on your decision as well. Early in your career, you want to work with people in the office as much as possible) Founder Understanding the vision and leadership style of the founder(s) can provide insights into the startup's direction. Is this the founder’s first startup or do they have previous exits?


Note: Founders with previous exists (IPO/acquisitions) have done it before and know the recipe well.



For solo founders: Why do it solo considering the percentage of success from solo founders is less? How does the founder brainstorm ideas? For multiple founders: How are conflicts resolved, and how are decisions made? Investors The motivations behind investor backing can shed light on the perceived potential of the startup from a third party. A lot of times startups will let you talk to their investors too. If you’ve already cleared the interviews, then they'll try hard to sell you. You should research the quality of investors backing the company, their past bets, success rate, etc. Why did the investors choose to invest in the founder/company? Are they betting on the team or the product?


What does PMF look like to them?


Hopefully, it’s aligned with Founders vision




Is the press related to the investment? Role Clarifying your role and expectations ensures alignment between personal growth and company objectives. For technical roles, understanding the technological landscape is crucial. A lot of times I’ve seen engineers burnt out by simply using bad tools for the job. How does my role contribute to improving the product?
What does success look like in this role, and how will I be measured? Alternate: Who is your ideal candidate?
What is the technology stack?
What processes are in place for planning, testing, and code reviews?
What is the on-call rotation like? How is deployment managed? As you might have noticed, we're intentionally skipping compensation/benefits in this set of questions, since it can be a post on its own. Not to mention startup compensation gets really complex with ISOs, options, PPU, 409a evaluation, strike price, exercise price, etc. Another aspect not covered that might be crucial to you is immigration-related questions in case you need a work visa. Remember, this isn't meant to be a comprehensive list. You might care about some criteria more than others. By asking the right questions and delving deep into various aspects of the startup, you can make an informed choice that aligns with your career goals and aspirations. One of the most repeated questions I get is: how do I evaluate whether I should join an early seed-stage startup? Embarking on a journey with a startup is akin to taking a leap of faith. While there's no guarantee of success, conducting due diligence can significantly mitigate risks. Having been in such a position a couple of times myself, I wanted to share the framework I use that may help you make your decision. For a quick background, the first startup I joined after my undergrad, MIME360, was acquired by Flipkart to build out its digital store. The four years I worked at Flipkart, it went through a hyper-growth phase to become India's biggest eCommerce company. After doing my Masters in Computer Science from Columbia University, I was fortunate to find another set of high performers with TellApart. TellApart ended up being Twitter's biggest acquisition, and I was fortunate to be part of that journey too. After spending 6 years building ad products at Twitter, I wanted to get back to early-stage companies, which led me to join Frec as a founding engineer. Frec is a fintech startup, democratizing complex financial instruments which were previously accessible to a wealthy few. Unlike MIME360 and TellApart, where I was very early in my career and also just at the right place at the right time, Frec was a very intentional decision. I had worked with some of the other founding engineers before, so I was confident the team was capable of executing. Josh McFarland (TellApart founder) was the lead investor from Greylock, so that was another huge vote of confidence. When I spoke to Mo Al Adham, the founder of Frec, his thoughts about the team and product-market fit complimented mine, and I was convinced I was making the right decision. Given my prior experience with small and medium-sized start-ups, some of my friends/colleagues reach out to me to help evaluate a startup they’re considering joining. Joining a new company is a big step, both personally and professionally. Making an informed decision is much easier with public companies since a lot of resources/metrics that you might need are already available like revenue growth, median salary for your role, opinion of current and past employees, etc. Such data is generally not available for most startups, especially the early-stage ones (pre-series B) which makes it quite a risky prospect. We know start-ups are inherently hard, and while there is no guarantee of success, you can definitely mitigate some risk by doing your own due diligence. Most start-ups are aware of this and are willing to share information with potential employees within reasonable limits. It's essential to remember that joining a startup is not just about being hired; it's a mutual exploration where you are interviewing the company as much as they are interviewing you. Before saying yes to joining a startup, it's crucial to have a clear understanding of what you aim to gain from the experience. With the hope that it can help others as well, I am sharing some of the things I considered when making my decision to join Frec. Product Understanding the product is fundamental as it forms the cornerstone of the startup's existence. Understanding the product is fundamental as it forms the cornerstone of the startup's existence. What problem are you trying to solve? What positions you to best solve this problem? What problem are you trying to solve? What positions you to best solve this problem? Do you have product-market fit (PMF)? If not, what does PMF look like to you? In other words, what metrics will convince you that you've attained PMF? Do you have product-market fit (PMF)? If not, what does PMF look like to you? In other words, what metrics will convince you that you've attained PMF? Who are your primary competitors, and what differentiates you from them? Who are your primary competitors, and what differentiates you from them? What is the biggest pain point for your product/customers right now? What is the biggest pain point for your product/customers right now? Who is the target audience?

As a side note, it always helps if it’s a product you believe you will actually use (now or in the future) Who is the target audience? As a side note, it always helps if it’s a product you believe you will actually use (now or in the future) As a side note, it always helps if it’s a product you believe you will actually use (now or in the future) As a side note, it always helps if it’s a product you believe you will actually use (now or in the future) Company Evaluating the company's overall health and trajectory is vital for long-term commitment. You don't want to join a company for 6 months for it to run out of money. These questions will help evaluate the health of the company and what are their plans for the next 1-2 years. Evaluating the company's overall health and trajectory is vital for long-term commitment. What's your burn rate and what are your future funding plans? Alternate: What is the current runway? How much is the current revenue (if any)? Future plans for revenue streams? What's your burn rate and what are your future funding plans? Alternate: What is the current runway? How much is the current revenue (if any)? Future plans for revenue streams? Team The dynamics and cohesion within the team can significantly impact your experience and success within the startup. Even if there is no financial success, you can still gain a lot by working with a high-performing team. The dynamics and cohesion within the team can significantly impact your experience and success within the startup. Has anyone already left the company, and if so, why? How do you facilitate onboarding for new team members? How do people collaborate and resolve conflicts within the team? What is the company’s policy on remote or flexible work? How often do people work from the office? (This might have a significant impact on your decision as well. Early in your career, you want to work with people in the office as much as possible) Has anyone already left the company, and if so, why? How do you facilitate onboarding for new team members? How do people collaborate and resolve conflicts within the team? What is the company’s policy on remote or flexible work? How often do people work from the office? (This might have a significant impact on your decision as well. Early in your career, you want to work with people in the office as much as possible) Founder Understanding the vision and leadership style of the founder(s) can provide insights into the startup's direction. Understanding the vision and leadership style of the founder(s) can provide insights into the startup's direction. Is this the founder’s first startup or do they have previous exits?


Note: Founders with previous exists (IPO/acquisitions) have done it before and know the recipe well. For solo founders: Why do it solo considering the percentage of success from solo founders is less? How does the founder brainstorm ideas? Is this the founder’s first startup or do they have previous exits? Note: Founders with previous exists (IPO/acquisitions) have done it before and know the recipe well. Note: Founders with previous exists (IPO/acquisitions) have done it before and know the recipe well. Note: Founders with previous exists (IPO/acquisitions) have done it before and know the recipe well. Note: Founders with previous exists (IPO/acquisitions) have done it before and know the recipe well. For solo founders: Why do it solo considering the percentage of success from solo founders is less? How does the founder brainstorm ideas? For multiple founders: How are conflicts resolved, and how are decisions made? For multiple founders: How are conflicts resolved, and how are decisions made? Investors The motivations behind investor backing can shed light on the perceived potential of the startup from a third party. The motivations behind investor backing can shed light on the perceived potential of the startup from a third party. A lot of times startups will let you talk to their investors too. If you’ve already cleared the interviews, then they'll try hard to sell you. You should research the quality of investors backing the company, their past bets, success rate, etc. A lot of times startups will let you talk to their investors too. If you’ve already cleared the interviews, then they'll try hard to sell you. You should research the quality of investors backing the company, their past bets, success rate, etc. Why did the investors choose to invest in the founder/company? Are they betting on the team or the product? What does PMF look like to them?


Hopefully, it’s aligned with Founders vision Is the press related to the investment? Why did the investors choose to invest in the founder/company? Are they betting on the team or the product? Why did the investors choose to invest in the founder/company? Are they betting on the team or the product? What does PMF look like to them? Hopefully, it’s aligned with Founders vision What does PMF look like to them? Hopefully, it’s aligned with Founders vision Hopefully, it’s aligned with Founders vision Hopefully, it’s aligned with Founders vision Is the press related to the investment? Is the press related to the investment? Role Clarifying your role and expectations ensures alignment between personal growth and company objectives. Clarifying your role and expectations ensures alignment between personal growth and company objectives. For technical roles, understanding the technological landscape is crucial. A lot of times I’ve seen engineers burnt out by simply using bad tools for the job. How does my role contribute to improving the product? What does success look like in this role, and how will I be measured? Alternate: Who is your ideal candidate? What is the technology stack? What processes are in place for planning, testing, and code reviews? What is the on-call rotation like? How is deployment managed? How does my role contribute to improving the product? What does success look like in this role, and how will I be measured? Alternate: Who is your ideal candidate? What is the technology stack? What processes are in place for planning, testing, and code reviews? What is the on-call rotation like? How is deployment managed? As you might have noticed, we're intentionally skipping compensation/benefits in this set of questions, since it can be a post on its own. Not to mention startup compensation gets really complex with ISOs, options, PPU, 409a evaluation, strike price, exercise price, etc. compensation/benefits Another aspect not covered that might be crucial to you is immigration-related questions in case you need a work visa. Remember, this isn't meant to be a comprehensive list. You might care about some criteria more than others. By asking the right questions and delving deep into various aspects of the startup, you can make an informed choice that aligns with your career goals and aspirations.

Beyond the Offer Letter: Questions Every Startup Candidate Should Ask

Few franchises are as confusing as the X-Men franchise, but that doesn’t take away from how amazing the movies are (most of them anyway). The series has been going on since 2000, and most of their movies aren’t numbered, so it can be hard to know where to start or what entry comes next. So, to help with that, here are the X-men movies in order of release date. P.S. This list will only cover the core X-Men movies to make it less confusing for beginners. This means that only the movies that drive the main plot further will be included. So, the Deadpool movies, the New Mutants, X-Men Origins: Wolverine, and Logan won’t be included. The X-Men Movies in Order X-Men
X2
X-Men: The Last Stand
X-Men: First Class
The Wolverine
X-Men: Days of Future Past
X-Men Apocalypse
Dark Phoenix 1. X-Men (2000) The X-Men had been popular for decades, especially in the 90s, and it culminated with them getting their first Hollywood movie in 2000. It starred a fairly unknown Hugh Jackman as Wolverine and seasoned acting veterans Sir Patrick Stewart and Sir Ian McKellan as Professor Xavier and Magneto. Through fate, the lonely wanderer Wolverine finds himself joining the X-Men and becoming a reluctant hero. There, he’ll team up with other heroes such as Cyclops, Storm, and Jean Grey. 2. X2 (2003) Mutant distrust is at an all-time high after a mutant attacks the White House, and unfortunately, the X-Men are caught in the crossfire. The main person leading the crusade against mutants is Colonel William Stryker, and he won’t stop until they’re all dead and buried. Separated and with their backs against the wall, the X-Men will have to turn to an old foe if they want to take down Stryker. But even though he hates mutants, Stryker seemingly has a past with them, specifically, with Wolverine. As the X-Men and Magneto work together to take down the Colonel, Wolverine has his own side mission: to discover how he and Stryker are connected. 3. X-Men: The Last Stand (2006) News breaks out that there is a serum that can take away one’s mutant powers, which, of course, catches the attention of all mutants, including Professor Xavier and his school of mutants, and Magneto and his Brotherhood of Mutants. Although the serum is optional for any mutant who wants it, Magneto and his Brotherhood are certain that this is only the beginning. That in the near future, mutants will be forced to take it. Lines are drawn within the mutant community, and they go to war with each other. In the middle of all this is a mutant child. He has the power to take away other mutants’ powers, and it was because of him that the serum was able to be made. As long as he’s alive, the serum will always be available, and so the X-Men take a last stand to protect him against Magneto. 4. X-Men: First Class (2011) Although we had seen the X-Men in three different movies before, we still didn’t know a ton about them such as how they were formed, why, and how Charles Xavier and Erik Lehnsherr came to know each other. Well, X-Men: First Class answers all of those questions and some that you didn't even know you had. The first iteration of the X-Men come together to take down former Nazi Sebastian Shaw as he pulls the strings of the U.S. and the Soviet Union. His ultimate goal is for both countries to wage nuclear war against one another. Charles, Erik, and their rag-tag team of mutants do everything they can to stop him. 5. The Wolverine (2013) You might be wondering why the first and third Wolverine movies aren’t included on this list but the second one in the trilogy is. I know; it’s kind of a confusing thing to do. However, the other two movies can be watched in a vacuum; they give more insight into the Wolverine character, but they don’t necessarily have much to do with the X-Men team itself. The Wolverine movie is special in that it directly deals with the aftermath of X-Men: The Last Stand. And on top of that, it leads right into Days of Future Past. 6. X-Men: Days of Future Past (2014) The past and present clash in Days of Future Past. After everything they have fought for, the X-Men have failed, and their worst nightmare has come true. Mutants are persecuted, hunted down, and killed by robots called sentinels. It is a grim, apocalyptic time, but not all is lost. They have one shot to make things right, and the only man right for the job is Wolverine. He gets sent back in time to the 70s to stop the sentinels from ever being created. There, he’ll meet up with the younger versions of Professor Xavier, Magneto, Beast, and more as they fight to prevent that ugly future from happening. 7. X-Men Apocalypse (2016) The X-Men have saved the world from the Sentinels, but a new threat emerges. Maybe new isn’t the right word considering this person is from ancient Egypt. We’re talking about Apocalypse, one of the first mutants ever. He has awakened in the present, but he’s disappointed in the modern world and plans to restructure it in his image. It’s up to the X-Men to stop him, and who’s a part of the line-up? It’s a mix between veterans such as Beast and Raven along with newcomers Jean Grey, Cyclops, and Quicksilver. 8. X-Men: Dark Phoenix (2019) Jean Grey has always been one of the strongest X-Men, so it’s a good thing she’s on our side. However, after a mission goes awry, she awakens the Phoenix Force within her. With Jean becoming even stronger than she already was, it’s up to the X-Men to not only protect her from herself but from others such as Magneto. Technically, this isn’t the final film in the franchise as The New Mutants was released a year later, but that could be watched in a vacuum. Dark Phoenix can be considered the true ending to Fox’s X-Men film series. Read More 1. How to Watch the Harry Potter Movies in Order The MCU Phase 3 Movies in Order
The MCU Phase 4 Movies in Order Feature image source Few franchises are as confusing as the X-Men franchise, but that doesn’t take away from how amazing the movies are (most of them anyway). The series has been going on since 2000, and most of their movies aren’t numbered, so it can be hard to know where to start or what entry comes next. So, to help with that, here are the X-men movies in order of release date. P.S. This list will only cover the core X-Men movies to make it less confusing for beginners. This means that only the movies that drive the main plot further will be included. So, the Deadpool movies, the New Mutants, X-Men Origins: Wolverine, and Logan won’t be included. The X-Men Movies in Order X-Men X2 X-Men: The Last Stand X-Men: First Class The Wolverine X-Men: Days of Future Past X-Men Apocalypse Dark Phoenix X-Men X2 X-Men: The Last Stand X-Men: First Class The Wolverine X-Men: Days of Future Past X-Men Apocalypse Dark Phoenix 1. X-Men (2000) The X-Men had been popular for decades, especially in the 90s, and it culminated with them getting their first Hollywood movie in 2000. It starred a fairly unknown Hugh Jackman as Wolverine and seasoned acting veterans Sir Patrick Stewart and Sir Ian McKellan as Professor Xavier and Magneto. Through fate, the lonely wanderer Wolverine finds himself joining the X-Men and becoming a reluctant hero. There, he’ll team up with other heroes such as Cyclops, Storm, and Jean Grey. 2. X2 (2003) Mutant distrust is at an all-time high after a mutant attacks the White House, and unfortunately, the X-Men are caught in the crossfire. The main person leading the crusade against mutants is Colonel William Stryker, and he won’t stop until they’re all dead and buried. Separated and with their backs against the wall, the X-Men will have to turn to an old foe if they want to take down Stryker. But even though he hates mutants, Stryker seemingly has a past with them, specifically, with Wolverine. As the X-Men and Magneto work together to take down the Colonel, Wolverine has his own side mission: to discover how he and Stryker are connected. 3. X-Men: The Last Stand (2006) News breaks out that there is a serum that can take away one’s mutant powers, which, of course, catches the attention of all mutants, including Professor Xavier and his school of mutants, and Magneto and his Brotherhood of Mutants. Although the serum is optional for any mutant who wants it, Magneto and his Brotherhood are certain that this is only the beginning. That in the near future, mutants will be forced to take it. Lines are drawn within the mutant community, and they go to war with each other. In the middle of all this is a mutant child. He has the power to take away other mutants’ powers, and it was because of him that the serum was able to be made. As long as he’s alive, the serum will always be available, and so the X-Men take a last stand to protect him against Magneto. 4. X-Men: First Class (2011) Although we had seen the X-Men in three different movies before, we still didn’t know a ton about them such as how they were formed, why, and how Charles Xavier and Erik Lehnsherr came to know each other. Well, X-Men: First Class answers all of those questions and some that you didn't even know you had. The first iteration of the X-Men come together to take down former Nazi Sebastian Shaw as he pulls the strings of the U.S. and the Soviet Union. His ultimate goal is for both countries to wage nuclear war against one another. Charles, Erik, and their rag-tag team of mutants do everything they can to stop him. 5. The Wolverine (2013) You might be wondering why the first and third Wolverine movies aren’t included on this list but the second one in the trilogy is. I know; it’s kind of a confusing thing to do. However, the other two movies can be watched in a vacuum; they give more insight into the Wolverine character, but they don’t necessarily have much to do with the X-Men team itself. The Wolverine movie is special in that it directly deals with the aftermath of X-Men: The Last Stand. And on top of that, it leads right into Days of Future Past. 6. X-Men: Days of Future Past (2014) The past and present clash in Days of Future Past. After everything they have fought for, the X-Men have failed, and their worst nightmare has come true. Mutants are persecuted, hunted down, and killed by robots called sentinels. It is a grim, apocalyptic time, but not all is lost. They have one shot to make things right, and the only man right for the job is Wolverine. He gets sent back in time to the 70s to stop the sentinels from ever being created. There, he’ll meet up with the younger versions of Professor Xavier, Magneto, Beast, and more as they fight to prevent that ugly future from happening. 7. X-Men Apocalypse (2016) The X-Men have saved the world from the Sentinels, but a new threat emerges. Maybe new isn’t the right word considering this person is from ancient Egypt. We’re talking about Apocalypse, one of the first mutants ever. He has awakened in the present, but he’s disappointed in the modern world and plans to restructure it in his image. It’s up to the X-Men to stop him, and who’s a part of the line-up? It’s a mix between veterans such as Beast and Raven along with newcomers Jean Grey, Cyclops, and Quicksilver. 8. X-Men: Dark Phoenix (2019) Jean Grey has always been one of the strongest X-Men, so it’s a good thing she’s on our side. However, after a mission goes awry, she awakens the Phoenix Force within her. With Jean becoming even stronger than she already was, it’s up to the X-Men to not only protect her from herself but from others such as Magneto. Technically, this isn’t the final film in the franchise as The New Mutants was released a year later, but that could be watched in a vacuum. Dark Phoenix can be considered the true ending to Fox’s X-Men film series. Read More 1. How to Watch the Harry Potter Movies in Order How to Watch the Harry Potter Movies in Order The MCU Phase 3 Movies in Order The MCU Phase 4 Movies in Order The MCU Phase 3 Movies in Order The MCU Phase 3 Movies in Order The MCU Phase 4 Movies in Order The MCU Phase 4 Movies in Order Feature image source Feature image source source

The X-Men Movies in Order: How to Watch Them By Release Date

Morph, a rising layer 2 player that has recently stepped into the light to redefine what it means to be both scalable and consumer-centric, has an exciting surprise for its users. With a live testnet blossoming with the energy of innovation and the promise of growth, Morph has crafted a crucial program to keep momentum going. The Morph Zoo is a multi-phased adventure designed to introduce participants to the expansive capabilities of Morph while rewarding their curiosity and engagement. Morph Zoo's Season 1: The Genesis Jungle is set to start on May 13. This season invites explorers into the foundation of what will become Morph's future mainnet. Participants' actions and insights will play a critical role in sculpting the Morph ecosystem, with the platform evolving responsively to the community's input and interaction. Think of the Genesis Jungle as a lush digital landscape filled with new and exciting consumer-centric dApps to be discovered. Of course, as a reward for their adventurous spirit, users receive Morph Points for all approved interactions. Morph Points represent a user's level of activity, engagement, and contributions to the ecosystem. Though the specific prizes and rewards that these points can be redeemed for remain a surprise for now, history may be a good indicator of what's to come. Dapp engagement isn't the only way to earn points. Daily check-ins will grant users Voting Power. Voting Power offers a method of expression for individual voices within the Morph community, allowing participants to cast votes for their favorite projects, in turn signaling what they desire to see flourish on Morph. Voting also earns Morph Points, further incentivizing the community to take an active role in Morph's evolution. Additionally, The Genesis Jungle promises a series of unique side expeditions with upcoming Morph partner events that will grant extra Morph Points, expanding the routes through which explorers can accumulate their rewards. However, participating in this event goes far beyond another points program, it means joining the consumer blockchain revolution. For those who don't already know, Morph entered the stage with an innovative approach, combining the best aspects of optimistic rollups and zk technology to create a Layer 2 solution that will revolutionize the Ethereum scaling experience. On top of this, the platform is powered by a decentralized sequencer network ensuring efficiency and robust security, reinforced by the acclaimed Tendermint consensus mechanism. Morph's modular architecture, elegant in design, promises unparalleled flexibility, adapting to the ever-changing landscape of user and developer needs. Yet, what truly distinguishes Morph is its unwavering commitment to being the leader of consumer-centric blockchain solutions. The vision is simple yet profound: to deliver a blockchain experience that’s as intuitive and indispensable as the everyday apps that people love and rely on but with all the added benefits of decentralization, security, and user empowerment. Morph envisions a world where blockchain is seamlessly woven into the fabric of daily digital life, where transactions, interactions, and innovations occur with ease and transparency. If you're ready for the blockchain experience to evolve and Morph, the Genesis Jungle awaits. For further information and to join the adventure, visit https://www.morphl2.io/points/. About Morph Morph is a fully permissionless EVM L2 that uses a combination of optimistic and zero knowledge rollup technology to enable limitless possibilities in finance, gaming, social media, and entertainment. Morph is the first Layer 2 on Ethereum to launch with a decentralized sequencer, aligning it with several core principles of web3 — decentralization, censorship resistance, and security. The blockchain was built with mainstream audiences like gamers and social media users in mind, making it a user-friendly option for developers who require a chain to build these types of apps on. Website | Twitter |Discord | Telegram | Medium｜Linkedin This story was distributed as a release by Btcwire under HackerNoon’s Business Blogging Program. Learn more about the program here. Morph, a rising layer 2 player that has recently stepped into the light to redefine what it means to be both scalable and consumer-centric, has an exciting surprise for its users. With a live testnet blossoming with the energy of innovation and the promise of growth, Morph has crafted a crucial program to keep momentum going. The Morph Zoo is a multi-phased adventure designed to introduce participants to the expansive capabilities of Morph while rewarding their curiosity and engagement. Morph Zoo's Season 1: The Genesis Jungle is set to start on May 13. This season invites explorers into the foundation of what will become Morph's future mainnet. Participants' actions and insights will play a critical role in sculpting the Morph ecosystem, with the platform evolving responsively to the community's input and interaction. Morph Zoo's Season 1: The Genesis Jungle Morph Zoo's Season 1: The Genesis Jungle Think of the Genesis Jungle as a lush digital landscape filled with new and exciting consumer-centric dApps to be discovered. Of course, as a reward for their adventurous spirit, users receive Morph Points for all approved interactions. Morph Points represent a user's level of activity, engagement, and contributions to the ecosystem. Though the specific prizes and rewards that these points can be redeemed for remain a surprise for now, history may be a good indicator of what's to come. Dapp engagement isn't the only way to earn points. Daily check-ins will grant users Voting Power. Voting Power offers a method of expression for individual voices within the Morph community, allowing participants to cast votes for their favorite projects, in turn signaling what they desire to see flourish on Morph. Voting also earns Morph Points, further incentivizing the community to take an active role in Morph's evolution. Additionally, The Genesis Jungle promises a series of unique side expeditions with upcoming Morph partner events that will grant extra Morph Points, expanding the routes through which explorers can accumulate their rewards. However, participating in this event goes far beyond another points program, it means joining the consumer blockchain revolution. For those who don't already know, Morph entered the stage with an innovative approach, combining the best aspects of optimistic rollups and zk technology to create a Layer 2 solution that will revolutionize the Ethereum scaling experience. On top of this, the platform is powered by a decentralized sequencer network ensuring efficiency and robust security, reinforced by the acclaimed Tendermint consensus mechanism. Morph's modular architecture, elegant in design, promises unparalleled flexibility, adapting to the ever-changing landscape of user and developer needs. Yet, what truly distinguishes Morph is its unwavering commitment to being the leader of consumer-centric blockchain solutions. The vision is simple yet profound: to deliver a blockchain experience that’s as intuitive and indispensable as the everyday apps that people love and rely on but with all the added benefits of decentralization, security, and user empowerment. Morph envisions a world where blockchain is seamlessly woven into the fabric of daily digital life, where transactions, interactions, and innovations occur with ease and transparency. If you're ready for the blockchain experience to evolve and Morph, the Genesis Jungle awaits. For further information and to join the adventure, visit https://www.morphl2.io/points/ . Morph, https://www.morphl2.io/points/ https://www.morphl2.io/points/ About Morph Morph is a fully permissionless EVM L2 that uses a combination of optimistic and zero knowledge rollup technology to enable limitless possibilities in finance, gaming, social media, and entertainment. Morph is the first Layer 2 on Ethereum to launch with a decentralized sequencer, aligning it with several core principles of web3 — decentralization, censorship resistance, and security. The blockchain was built with mainstream audiences like gamers and social media users in mind, making it a user-friendly option for developers who require a chain to build these types of apps on. Website | Twitter | Discord | Telegram | Medium｜ Linkedin Website Website Twitter Twitter Discord Discord Telegram Telegram Medium ｜ Medium Linkedin This story was distributed as a release by Btcwire under HackerNoon’s Business Blogging Program. Learn more about the program here. This story was distributed as a release by Btcwire under HackerNoon’s Business Blogging Program. Learn more about the program here . here here

Explore The Genesis Jungle: Morph Zoo's First Adventure In Consumer-Centric Blockchain

LONDON, UK, May 10th, 2024/Chainwire/--Kintsu, a leading innovator in the DeFi space, is thrilled to announce the launch of its highly anticipated Testnet on May 13th. This exclusive event invites a select group, including the Kintsu OGs, to pioneer a new era in liquid staking on the cutting-edge Aleph Zero blockchain. Aleph Zero is a permissionless Layer-1 blockchain that combines a Proof of Stake (PoS) consensus mechanism with a Directed Acyclic Graph (DAG) for scalability, security, and efficiency. Its advanced privacy features include zero-knowledge proofs (ZK-SNARKs) and secure multi-party computation (sMPC) within the Liminal privacy layer. About Kintsu Kintsu aims to reshape the DeFi landscape with its next-generation liquid staking platform, empowering users to stake their assets while maintaining liquidity. By leveraging Aleph Zero’s state-of-the-art security and unparalleled transaction speeds, Kintsu provides unmatched flexibility and efficiency in liquid staking. A recipient of the Aleph Zero Ecosystem Funding Program, Kintsu is recognized as a pioneer within the Aleph Zero, INK, and Substrate ecosystem. With a focus on decentralization, and security, Kintsu aims to redefine liquid staking, providing DeFi users with a efficient, scalable, liquid, and composable staking solution. Key Features of the Kintsu Testnet Exclusive Early Access: A select group, including the Kintsu OGs, will have the opportunity to participate first, offering focused feedback to enhance the platform iteratively.
Seamless Staking Process: Users can stake their tokens with ease and have them allocated among carefully selected validators for optimal security and efficiency.
Innovative Unstaking and Batching Process: Unstaking requests are collected over a 48-hour period before being batched, followed by a standard 14-day unbonding period. Participants can cancel their requests until they are batched.
Claimable Gas Rewards: Following the unbonding period, participants can claim gas rewards from the Liquid Staking Tokens (LSTs) initially escrowed.
Comprehensive Wallet Support: Participants can utilize wallets like Aleph Zero Signer, Nightly, Subwallet, Talisman, and Polkadot{.js}. Hats Finance Audit Competition: Kintsu has partnered with Hats Finance, a decentralized cybersecurity network, to conduct an audit competition on the contracts that will be deployed on the Testnet. The competition features a bounty of $40,000, incentivizing ethical hackers and security experts to identify and report vulnerabilities. This initiative ensures that Kintsu's contracts are thoroughly vetted before their mainnet launch, maintaining the highest security standards as Kintsu pioneers the future of liquid staking. Participation and Feedback: Kintsu invites its community to actively participate in the Testnet, exploring its innovative features and providing crucial feedback. This feedback will play a significant role in enhancing the platform's user experience. Connecting with the Kintsu Community Users can stay updated on the latest developments and engage with other like-minded individuals by joining the Kintsu Discord community and following on Twitter. Insights and feedback from the community are crucial in shaping the future of DeFi. Contact Director of Growth Alexios Konstantinidis Kintsu hello@kintsu.xyz This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here. LONDON, UK, May 10th, 2024/Chainwire/--Kintsu, a leading innovator in the DeFi space, is thrilled to announce the launch of its highly anticipated Testnet on May 13th. This exclusive event invites a select group, including the Kintsu OGs, to pioneer a new era in liquid staking on the cutting-edge Aleph Zero blockchain. Aleph Zero is a permissionless Layer-1 blockchain that combines a Proof of Stake (PoS) consensus mechanism with a Directed Acyclic Graph (DAG) for scalability, security, and efficiency. Its advanced privacy features include zero-knowledge proofs (ZK-SNARKs) and secure multi-party computation (sMPC) within the Liminal privacy layer. About Kintsu Kintsu aims to reshape the DeFi landscape with its next-generation liquid staking platform, empowering users to stake their assets while maintaining liquidity. By leveraging Aleph Zero’s state-of-the-art security and unparalleled transaction speeds, Kintsu provides unmatched flexibility and efficiency in liquid staking. A recipient of the Aleph Zero Ecosystem Funding Program, Kintsu is recognized as a pioneer within the Aleph Zero, INK, and Substrate ecosystem. With a focus on decentralization, and security, Kintsu aims to redefine liquid staking, providing DeFi users with a efficient, scalable, liquid, and composable staking solution. Key Features of the Kintsu Testnet Exclusive Early Access: A select group, including the Kintsu OGs, will have the opportunity to participate first, offering focused feedback to enhance the platform iteratively. Seamless Staking Process: Users can stake their tokens with ease and have them allocated among carefully selected validators for optimal security and efficiency. Innovative Unstaking and Batching Process: Unstaking requests are collected over a 48-hour period before being batched, followed by a standard 14-day unbonding period. Participants can cancel their requests until they are batched. Claimable Gas Rewards: Following the unbonding period, participants can claim gas rewards from the Liquid Staking Tokens (LSTs) initially escrowed. Comprehensive Wallet Support: Participants can utilize wallets like Aleph Zero Signer, Nightly, Subwallet, Talisman, and Polkadot{.js}. Exclusive Early Access: A select group, including the Kintsu OGs, will have the opportunity to participate first, offering focused feedback to enhance the platform iteratively. Seamless Staking Process: Users can stake their tokens with ease and have them allocated among carefully selected validators for optimal security and efficiency. Innovative Unstaking and Batching Process: Unstaking requests are collected over a 48-hour period before being batched, followed by a standard 14-day unbonding period. Participants can cancel their requests until they are batched. Claimable Gas Rewards: Following the unbonding period, participants can claim gas rewards from the Liquid Staking Tokens (LSTs) initially escrowed. Comprehensive Wallet Support: Participants can utilize wallets like Aleph Zero Signer, Nightly, Subwallet, Talisman, and Polkadot{.js}. Hats Finance Audit Competition: Kintsu has partnered with Hats Finance, a decentralized cybersecurity network, to conduct an audit competition on the contracts that will be deployed on the Testnet. The competition features a bounty of $40,000, incentivizing ethical hackers and security experts to identify and report vulnerabilities. This initiative ensures that Kintsu's contracts are thoroughly vetted before their mainnet launch, maintaining the highest security standards as Kintsu pioneers the future of liquid staking. Participation and Feedback: Kintsu invites its community to actively participate in the Testnet, exploring its innovative features and providing crucial feedback. This feedback will play a significant role in enhancing the platform's user experience. Connecting with the Kintsu Community Users can stay updated on the latest developments and engage with other like-minded individuals by joining the Kintsu Discord community and following on Twitter. Insights and feedback from the community are crucial in shaping the future of DeFi. Contact Director of Growth Alexios Konstantinidis Kintsu hello@kintsu.xyz This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here. This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here . here here

Experience The Future Of Liquid Staking: Kintsu Testnet Launches Exclusively On May 13th

Exploring Web3's Role in Advertising and Viewer Engagement

NEW YORK, New York, May 7th, 2024/Chainwire/-- Spectral is excited to announce its participation in Hugging Face's Expert Support Program. Spectral is collaborating with deep learning experts from Hugging Face to advance open-source models, datasets, and applications for the Onchain Agent Economy. How To Use Hugging Face Hugging Face plays a critical role across Spectral's organization. Through the Expert Support Program, Spectral regularly meets with the Hugging Face team to plan new use cases, strategize dataset construction, and develop training strategies. Earlier this year, Spectral launched Syntax, which is composed of a fine-tuned LLM orchestrator that routes queries between several tools, including search, Foundry, and an open-source model to generate Solidity code. Building Syntax required custom datasets for both finetuning and RAG, an original Solidity evaluation dataset written by elite smart contract developers, and experimentation across a wide range of open and closed-source models. Spectral's approach to dataset preparation, training, routing, and evaluation has drastically improved during this process, largely due to help from Hugging Face experts. Regular discussions on Spectral's approach mean that the company always receives impartial feedback on its decisions and can reevaluate its strategy as needed. This was important for both the finetuning and evaluation steps, which have now gone through several rounds of improvement thanks to the Hugging Face team. Spectral also relies on Hugging Face for inferences in production through dedicated Inference Endpoints. The fully managed infrastructure allows Spectral to iterate on new models quickly, easily update container and hardware configurations, autoscale with demand, and keep production costs low. Over the coming months, Spectral is excited to continue to open-source its work with onchain datasets and models that interact onchain through Hugging Face. Users can view Spectral's training dataset for the credit scoring challenge and follow its progress here. The Onchain Agent Economy Syntax is pioneering the accessible onchain Agent Economy, inviting users to select agents tailored for their specific tasks. Users can either interact with the foundational agent to generate solidity code or opt for one of the specialized agents, each adept in distinct tasks. For example, we recently launched Syntax MoonMaker, an agent that launches a memecoin project end to end and are soon launching Syntax- TestMachine, an agent that detects vulnerabilities in your smart contracts. Many such agents are currently in production, and upcoming releases of our product will allow users to create their own agents and monetize them on the Syntax network. This system relies on a vast suite of functions available to language models, open-source models for tasks like classification and image generation, fast and reliable blockchain infrastructure, and a trustless system to execute and verify each step. To solve these problems, we've begun developing the Inferchain, optimized to serve the rapidly growing demand for agents and verifiable inferences. Hugging Face Users Joining The Onchain AI Community The importance of open collaboration cannot be overstated. Like many other projects, Spectral would not exist without the work of open-source contributors. Spectral is greatly indebted to everyone who makes this work possible and believes this positive impact should be recognized. As part of this engagement, Spectral is focusing specifically on users powering the AI community. The top individual and small organization contributors on Hugging Face, measured by likes and downloads of their models and datasets, are eligible to register to claim a share of SPEC tokens starting the week of May 6th. Users can check eligibility by signing in with their Hugging Face account here. A snapshot of activity was taken last month, and eligible users will not need an existing wallet to claim. This airdrop is designed to recognize users for their critical work and enable new functionality for the next generation of AI tools. Criteria Spectral reviewed all individual contributors from organizations with less than 10 members that published models or datasets. From these, Spectral took a combined measure of activity from likes and downloads for both models and datasets. Then, Spectral identified the users with the most combined activity from both model and dataset publishers (11298 in both categories) which resulted in a final list of 20,004 unique huggingface users. Spectral is looking forward to engaging further with the open-source community and building the future of AI x web3! https://claims.spectrallabs.xyz/ About Spectral Spectral, a pioneer of the agent economy behind Syntax, is at the forefront of integrating AI with blockchain to democratize development in Web3. Spectral's mission is to simplify the creation and deployment of decentralized applications through autonomous Onchain Agents. Syntax, Spectral’s flagship product, translates natural language into Solidity code, enabling both novices and experts to build on the blockchain effortlessly. With a commitment to transparency and user empowerment, Spectral is shaping a future where anyone can participate in the blockchain revolution. Join Spectral in making this vision a reality and explore the potential of autonomous agents. For more information, visit https://spectrallabs.xyz. For more information, users can follow Spectral on Twitter and Discord. Contact Spectral Labs Team contact@spectral.finance This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here. NEW YORK, New York, May 7th, 2024/Chainwire/-- Spectral is excited to announce its participation in Hugging Face's Expert Support Program. Spectral is collaborating with deep learning experts from Hugging Face to advance open-source models, datasets, and applications for the Onchain Agent Economy. How To Use Hugging Face Hugging Face plays a critical role across Spectral's organization. Through the Expert Support Program, Spectral regularly meets with the Hugging Face team to plan new use cases, strategize dataset construction, and develop training strategies. Earlier this year, Spectral launched Syntax, which is composed of a fine-tuned LLM orchestrator that routes queries between several tools, including search, Foundry , and an open-source model to generate Solidity code. Foundry Foundry an open-source model an open-source model Building Syntax required custom datasets for both finetuning and RAG, an original Solidity evaluation dataset written by elite smart contract developers, and experimentation across a wide range of open and closed-source models. Spectral's approach to dataset preparation, training, routing, and evaluation has drastically improved during this process, largely due to help from Hugging Face experts. Regular discussions on Spectral's approach mean that the company always receives impartial feedback on its decisions and can reevaluate its strategy as needed. This was important for both the finetuning and evaluation steps, which have now gone through several rounds of improvement thanks to the Hugging Face team. Spectral also relies on Hugging Face for inferences in production through dedicated Inference Endpoints. The fully managed infrastructure allows Spectral to iterate on new models quickly, easily update container and hardware configurations, autoscale with demand, and keep production costs low. Over the coming months, Spectral is excited to continue to open-source its work with onchain datasets and models that interact onchain through Hugging Face. Users can view Spectral's training dataset for the credit scoring challenge and follow its progress here . here here The Onchain Agent Economy Syntax is pioneering the accessible onchain Agent Economy, inviting users to select agents tailored for their specific tasks. Users can either interact with the foundational agent to generate solidity code or opt for one of the specialized agents, each adept in distinct tasks. For example, we recently launched Syntax MoonMaker, an agent that launches a memecoin project end to end and are soon launching Syntax- TestMachine, an agent that detects vulnerabilities in your smart contracts. Many such agents are currently in production, and upcoming releases of our product will allow users to create their own agents and monetize them on the Syntax network. This system relies on a vast suite of functions available to language models, open-source models for tasks like classification and image generation, fast and reliable blockchain infrastructure, and a trustless system to execute and verify each step. To solve these problems, we've begun developing the Inferchain, optimized to serve the rapidly growing demand for agents and verifiable inferences. Hugging Face Users Joining The Onchain AI Community The importance of open collaboration cannot be overstated. Like many other projects, Spectral would not exist without the work of open-source contributors. Spectral is greatly indebted to everyone who makes this work possible and believes this positive impact should be recognized. As part of this engagement, Spectral is focusing specifically on users powering the AI community. The top individual and small organization contributors on Hugging Face, measured by likes and downloads of their models and datasets, are eligible to register to claim a share of SPEC tokens starting the week of May 6th. Users can check eligibility by signing in with their Hugging Face account here . here here A snapshot of activity was taken last month, and eligible users will not need an existing wallet to claim. This airdrop is designed to recognize users for their critical work and enable new functionality for the next generation of AI tools. Criteria Spectral reviewed all individual contributors from organizations with less than 10 members that published models or datasets. From these, Spectral took a combined measure of activity from likes and downloads for both models and datasets. Then, Spectral identified the users with the most combined activity from both model and dataset publishers (11298 in both categories) which resulted in a final list of 20,004 unique huggingface users. Spectral is looking forward to engaging further with the open-source community and building the future of AI x web3! https://claims.spectrallabs.xyz/ https://claims.spectrallabs.xyz/ https://claims.spectrallabs.xyz/ About Spectral Spectral , a pioneer of the agent economy behind Syntax, is at the forefront of integrating AI with blockchain to democratize development in Web3. Spectral's mission is to simplify the creation and deployment of decentralized applications through autonomous Onchain Agents. Spectral Spectral Syntax, Spectral’s flagship product, translates natural language into Solidity code, enabling both novices and experts to build on the blockchain effortlessly. With a commitment to transparency and user empowerment, Spectral is shaping a future where anyone can participate in the blockchain revolution. Join Spectral in making this vision a reality and explore the potential of autonomous agents. For more information, visit https://spectrallabs.xyz . For more information, users can follow Spectral on Twitter and Discord . https://spectrallabs.xyz Twitter Twitter Discord Discord Contact Spectral Labs Team contact@spectral.finance This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here. This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here . here here

Spectral Labs Joins Hugging Face’s ESP Program: Advancing The Onchain x Open-Source AI Community

স্পেকট্রাল ল্যাবগুলি আলিঙ্গন মুখের ইএসপি প্রোগ্রামে যোগ দেয়: অনচেইন এক্স ওপেন-সোর্স এআই সম্প্রদায়কে এগিয়ে নিয়ে যাওয়া

Spectral Labs nimmt am ESP-Programm von Hugging Face teil: Förderung der Onchain x Open-Source-KI-Community

Spectral Labs se une al programa ESP de Hugging Face: avanzando en la comunidad de IA de código abierto Onchain x

Spectral Labs rejoint le programme ESP de Hugging Face : faire progresser la communauté d'IA Onchain x Open-Source

स्पेक्ट्रल लैब्स हगिंग फेस के ईएसपी कार्यक्रम में शामिल हुई: ऑनचेन एक्स ओपन-सोर्स एआई समुदाय को आगे बढ़ाना

Spectral Labs が Hugging Face の ESP プログラムに参加: オンチェーン x オープンソース AI コミュニティの発展

Spectral Labs, Hugging Face의 ESP 프로그램에 합류: Onchain x 오픈 소스 AI 커뮤니티 발전

Spectral Labs junta-se ao programa ESP da Hugging Face: Avançando a comunidade Onchain x Open-Source AI

Spectral Labs присоединяется к программе ESP Hugging Face: развитие сообщества искусственного интеллекта с открытым исходным кодом Onchain x

Spectral Labs, Hugging Face'in ESP Programına Katılıyor: Onchain x Açık Kaynak Yapay Zeka Topluluğunu Geliştirme

Spectral Labs tham gia chương trình ESP của Hugging Face: Thúc đẩy cộng đồng AI mã nguồn mở Onchain x

Spectral Labs 加入 Hugging Face 的 ESP 计划：推进 Onchain x 开源 AI 社区

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