Propital

propital

Recently, I haven’t been updating my open-source articles as frequently — not because I’ve stopped writing, but because the progress on open-source commercialization has been great, and the endless task of drafting proposals has consumed my time. As a native open-source commercial company, WhaleOps employs mostly engineers. Asking these open-source contributors to write proposals wastes their development time, and their proposals don’t always meet the quality standard. Unlike managing in a big company, being a startup CEO means stepping into any role the company needs. After every strategic meeting, I’m the first to roll up my sleeves and tackle the most urgent tasks. As a result, I haven’t had time to write articles, as my limited time is mostly taken up with creating proposals that follow the formal template style. Especially recently, with one bid after another, I’ve found myself questioning my sanity. The existing large models can’t solve my problem, so I’ll build my own As a tech person, I always look to tools to solve my problems. Naturally, I thought of large models, but they can’t fully grasp the nuances of our products and often produce unreliable outputs. Plus, you’re the one delivering the work, not the model. So, I decided to develop a tool for proposal generation based on large models using Python and a compatible large model (compatible with ChatGPT). This tool automatically generates a proposal from your product documentation, breaking down product manuals into feature points. Based on a human-created mapping of these points to the requirements, it generates a Word version of the proposal and an Excel deviation table. The model can condense or expand content or simply copy relevant functionality as needed. Features of the open-source proposal tool The functionality of this tool is simple, with the most challenging part being the Word formatting (formatting in Word is always a pain). I experimented with several methods to make sure it follows the correct Title 1, Title 2, Title 3, body text, table, and image formats in the Word template. Staying true to the open-source spirit, I’ve uploaded the tool to my personal GitHub under an Apache License, so feel free to use it if you need. Here’s what it does: Get it here: https://github.com/William-GuoWei/ProposalLLM Breaks down your product manual into a set of reusable detail documents, reducing the need to repeatedly reference the source document when drafting a proposal. You can also customize specific functionality (the default file name is “Template.docx”).
Based on the requirements table filled in by a person, it automatically generates a proposal in a point-to-point response format, including all headings and content, with the correct Title 1, 2, 3 formatting, and automatically organizes body text, images, and bullet points (the default requirements table is “requirements_table.xlsx,” and the generated content is in “proposal_content.docx”).
For any product requirements in the corresponding functionality section, it automatically copies the product manual content into the point-to-point response section, retaining images, tables, and bullet points. You can also rewrite the product description to suit different proposal needs. If there’s no matching functionality, the model automatically generates relevant content (review and modify as needed).
Completes the technical requirements deviation table by automatically filling in responses in the “requirements_table.xlsx,” with responses formatted as “Answer: Fully supports, {Model-generated text based on project requirements}” and includes the section number corresponding to the proposal. With this tool, you can quickly modify and generate proposals at will. Proposal generation process Start by running Extract_Word.py to generate your product feature points as a Word document, then run Generate.py. If a feature point is missing, you can enter “X” in the Excel file, and the model will generate content that meets the requirements. However, I strongly recommend a manual review. After generation, you’ll see the proposal formatted with a table of contents, body text, images, tables, and bullet points, all automatically organized. The entire proposal is structured according to the client’s requirements in sequential format, with subheadings, content, images, and point-to-point responses. This takes care of all the repetitive work. The automatically generated deviation table includes everything, whether the content was generated by the model or not, along with the corresponding section numbers. You only need to finalize the deviation table with “&” symbols based on the final requirements — the model has written it all for you. For me, this tool has reduced what used to be 8 hours of work to around 30 minutes, and even our business team can generate the business proposal sections using the template. In total, this has cut down our time for a week-long proposal to 1–2 days, reducing the manpower required by 80%. How to use it? First, download all the code to a single directory from GitHub at https://github.com/William-GuoWei/ProposalLLM: Proposal Large Model (Chinese version). Install the Python environment and packages: pip install openpyxl, docx, openai, requests, docx, python-docx.
Apply for a ChatGPT or Baidu Qianfan large model key (I used ERNIE-Speed-8K, which is free), record the token, and place it in the relevant code section.
Copy your product manual to Template.docx. Be sure to use the body text, Title 1, Title 2, and Title 3 styles provided; other formats may cause issues.
Run Extract_Word.py to generate the feature point document from the product manual (supports up to 3 heading levels). If the list formatting appears off, don’t worry; the final format will align properly.
Fill in Columns B and C (which will generate secondary and tertiary headings automatically) and Column G (the corresponding product manual chapter). If a chapter is missing, enter “X.” Note that if there is no corresponding chapter or an “X” is entered, the model will generate content automatically.
Review the “proposal_content.docx” document and keep the chapter for which you want to start generating the proposal. You can modify the body text and heading 1, 2, and 3 styles; just don’t rename the styles, or there may be errors.
Adjust the parameters in Generate.py: API_KEY and SECRET_KEY: Baidu Cloud large model keys.
MAX_WIDTH_CM: Maximum image width; images larger than this will be resized automatically.
The prompts for generating content have been customized for large data scenarios, but feel free to modify them.
MoreSection=1 will read Column C to generate detailed tertiary headings (default is on).
ReGenerateText=0 will re-generate text content automatically for different proposal needs (default is off).
DDDAnswer=1 generates the point-to-point response content at the top of each feature point (default is on).
key_flag=1 adds the importance level of each requirement to the proposal headings (default is on).
last_heading_1=2 specifies the starting chapter for the technical solution in “proposal_content.docx.” 8. Run Generate.py. Summary With this tool, you only need to check the product features against the proposal requirements, and most of the proposal content is generated automatically. The business proposal section can also be generated similarly, so creating a 1,000-page proposal now only takes a few minutes. Recently, I haven’t been updating my open-source articles as frequently — not because I’ve stopped writing, but because the progress on open-source commercialization has been great, and the endless task of drafting proposals has consumed my time. As a native open-source commercial company, WhaleOps employs mostly engineers. Asking these open-source contributors to write proposals wastes their development time, and their proposals don’t always meet the quality standard. Unlike managing in a big company, being a startup CEO means stepping into any role the company needs. After every strategic meeting, I’m the first to roll up my sleeves and tackle the most urgent tasks. As a result, I haven’t had time to write articles, as my limited time is mostly taken up with creating proposals that follow the formal template style. Especially recently, with one bid after another, I’ve found myself questioning my sanity. The existing large models can’t solve my problem, so I’ll build my own As a tech person, I always look to tools to solve my problems. Naturally, I thought of large models, but they can’t fully grasp the nuances of our products and often produce unreliable outputs. Plus, you’re the one delivering the work, not the model. So, I decided to develop a tool for proposal generation based on large models using Python and a compatible large model (compatible with ChatGPT). This tool automatically generates a proposal from your product documentation, breaking down product manuals into feature points. Based on a human-created mapping of these points to the requirements, it generates a Word version of the proposal and an Excel deviation table. The model can condense or expand content or simply copy relevant functionality as needed. Features of the open-source proposal tool The functionality of this tool is simple, with the most challenging part being the Word formatting (formatting in Word is always a pain). I experimented with several methods to make sure it follows the correct Title 1, Title 2, Title 3, body text, table, and image formats in the Word template. Staying true to the open-source spirit, I’ve uploaded the tool to my personal GitHub under an Apache License, so feel free to use it if you need. Here’s what it does: Get it here: https://github.com/William-GuoWei/ProposalLLM Get it here: https://github.com/William-GuoWei/ProposalLLM https://github.com/William-GuoWei/ProposalLLM Breaks down your product manual into a set of reusable detail documents, reducing the need to repeatedly reference the source document when drafting a proposal. You can also customize specific functionality (the default file name is “Template.docx”). Based on the requirements table filled in by a person, it automatically generates a proposal in a point-to-point response format, including all headings and content, with the correct Title 1, 2, 3 formatting, and automatically organizes body text, images, and bullet points (the default requirements table is “requirements_table.xlsx,” and the generated content is in “proposal_content.docx”). For any product requirements in the corresponding functionality section, it automatically copies the product manual content into the point-to-point response section, retaining images, tables, and bullet points. You can also rewrite the product description to suit different proposal needs. If there’s no matching functionality, the model automatically generates relevant content (review and modify as needed). Completes the technical requirements deviation table by automatically filling in responses in the “requirements_table.xlsx,” with responses formatted as “Answer: Fully supports, {Model-generated text based on project requirements}” and includes the section number corresponding to the proposal. Breaks down your product manual into a set of reusable detail documents, reducing the need to repeatedly reference the source document when drafting a proposal. You can also customize specific functionality (the default file name is “Template.docx”). Based on the requirements table filled in by a person, it automatically generates a proposal in a point-to-point response format, including all headings and content, with the correct Title 1, 2, 3 formatting, and automatically organizes body text, images, and bullet points (the default requirements table is “requirements_table.xlsx,” and the generated content is in “proposal_content.docx”). For any product requirements in the corresponding functionality section, it automatically copies the product manual content into the point-to-point response section, retaining images, tables, and bullet points. You can also rewrite the product description to suit different proposal needs. If there’s no matching functionality, the model automatically generates relevant content (review and modify as needed). Completes the technical requirements deviation table by automatically filling in responses in the “requirements_table.xlsx,” with responses formatted as “Answer: Fully supports, {Model-generated text based on project requirements}” and includes the section number corresponding to the proposal. With this tool, you can quickly modify and generate proposals at will. Proposal generation process Start by running Extract_Word.py to generate your product feature points as a Word document, then run Generate.py . If a feature point is missing, you can enter “X” in the Excel file, and the model will generate content that meets the requirements. However, I strongly recommend a manual review. After generation, you’ll see the proposal formatted with a table of contents, body text, images, tables, and bullet points, all automatically organized. Extract_Word.py Generate.py The entire proposal is structured according to the client’s requirements in sequential format, with subheadings, content, images, and point-to-point responses. This takes care of all the repetitive work. The automatically generated deviation table includes everything, whether the content was generated by the model or not, along with the corresponding section numbers. You only need to finalize the deviation table with “&” symbols based on the final requirements — the model has written it all for you. For me, this tool has reduced what used to be 8 hours of work to around 30 minutes, and even our business team can generate the business proposal sections using the template. In total, this has cut down our time for a week-long proposal to 1–2 days, reducing the manpower required by 80%. How to use it? First, download all the code to a single directory from GitHub at https://github.com/William-GuoWei/ProposalLLM : Proposal Large Model (Chinese version). https://github.com/William-GuoWei/ProposalLLM Install the Python environment and packages: pip install openpyxl, docx, openai, requests, docx, python-docx. Apply for a ChatGPT or Baidu Qianfan large model key (I used ERNIE-Speed-8K, which is free), record the token, and place it in the relevant code section. Copy your product manual to Template.docx. Be sure to use the body text, Title 1, Title 2, and Title 3 styles provided; other formats may cause issues. Run Extract_Word.py to generate the feature point document from the product manual (supports up to 3 heading levels). If the list formatting appears off, don’t worry; the final format will align properly. Fill in Columns B and C (which will generate secondary and tertiary headings automatically) and Column G (the corresponding product manual chapter). If a chapter is missing, enter “X.” Note that if there is no corresponding chapter or an “X” is entered, the model will generate content automatically. Review the “proposal_content.docx” document and keep the chapter for which you want to start generating the proposal. You can modify the body text and heading 1, 2, and 3 styles; just don’t rename the styles, or there may be errors. Adjust the parameters in Generate.py: Install the Python environment and packages: pip install openpyxl, docx, openai, requests, docx, python-docx . pip install openpyxl, docx, openai, requests, docx, python-docx Apply for a ChatGPT or Baidu Qianfan large model key (I used ERNIE-Speed-8K, which is free), record the token, and place it in the relevant code section. Copy your product manual to Template.docx . Be sure to use the body text, Title 1, Title 2, and Title 3 styles provided; other formats may cause issues. Template.docx Run Extract_Word.py to generate the feature point document from the product manual (supports up to 3 heading levels). If the list formatting appears off, don’t worry; the final format will align properly. Extract_Word.py Fill in Columns B and C (which will generate secondary and tertiary headings automatically) and Column G (the corresponding product manual chapter). If a chapter is missing, enter “X.” Note that if there is no corresponding chapter or an “X” is entered, the model will generate content automatically. Review the “proposal_content.docx” document and keep the chapter for which you want to start generating the proposal. You can modify the body text and heading 1, 2, and 3 styles; just don’t rename the styles, or there may be errors. Adjust the parameters in Generate.py : Generate.py API_KEY and SECRET_KEY: Baidu Cloud large model keys. MAX_WIDTH_CM: Maximum image width; images larger than this will be resized automatically. The prompts for generating content have been customized for large data scenarios, but feel free to modify them. MoreSection=1 will read Column C to generate detailed tertiary headings (default is on). ReGenerateText=0 will re-generate text content automatically for different proposal needs (default is off). DDDAnswer=1 generates the point-to-point response content at the top of each feature point (default is on). key_flag=1 adds the importance level of each requirement to the proposal headings (default is on). last_heading_1=2 specifies the starting chapter for the technical solution in “proposal_content.docx.” API_KEY and SECRET_KEY : Baidu Cloud large model keys. API_KEY SECRET_KEY MAX_WIDTH_CM : Maximum image width; images larger than this will be resized automatically. MAX_WIDTH_CM The prompts for generating content have been customized for large data scenarios, but feel free to modify them. MoreSection=1 will read Column C to generate detailed tertiary headings (default is on). MoreSection=1 ReGenerateText=0 will re-generate text content automatically for different proposal needs (default is off). ReGenerateText=0 DDDAnswer=1 generates the point-to-point response content at the top of each feature point (default is on). DDDAnswer=1 key_flag=1 adds the importance level of each requirement to the proposal headings (default is on). key_flag=1 last_heading_1=2 specifies the starting chapter for the technical solution in “proposal_content.docx.” last_heading_1=2 8. Run Generate.py . Generate.py Summary With this tool, you only need to check the product features against the proposal requirements, and most of the proposal content is generated automatically. The business proposal section can also be generated similarly, so creating a 1,000-page proposal now only takes a few minutes.

I Built An Automatic Proposal Generation Large Language Model and Open-Sourced It on GitHub

As the founder of a digital commerce tool, I get a lot of questions like, “I set up my store, uploaded my products - now how do I get customers?” Some people jump right into social media with posts like, “Hey everyone, I’ve just created a great eBook about applying for an O-1 American visa. Come check it out!” But let’s be honest, that kind of message barely grabs attention—most people just tune out that type of pitch. So, I’ve pulled together a few tips for freshly minted online entrepreneurs to help you get started. Identify Your Audience You might think that your products are interesting to anyone. Hmmmm, maybe, but it can also show that you just don’t really know your audience. What do they like, what do they watch, what do they do in their free time, and where do they hang out? There are hundreds of other questions that could be asked, but let’s not overcomplicate things and start small. The main goal here is to narrow down your focus to find an audience more likely to buy your product. Here’s what that looks like: let’s say you’ve just launched a Turkish pastry cookbook. If you promote it randomly on any channel with a big but completely random audience, the process starts to feel like gambling. Sure, you might attract a few people and even make some sales, but trying to turn that approach into a stable sales channel won’t work—it’s random, and you can’t build a reliable system on random. On the other hand, you can make an educated guess about the kinds of people who’d be interested in baking Turkish pastries. Think home bakers, foodies, or people who love international cuisine. Look for people hanging out on cooking forums, following cooking content on social media, or reading food blogs. Reaching out to these people multiplies your chances of being recognized, and, even better, appreciated. ✅ So identifying your audience? Definitely a DO Send a Standard Message to All Now, you compile the best message about your book, explain why it’s great, highlight all the benefits for customers, and… send it to every single person you can reach. You might think, “Hey, more eyes on my book, right?” But here’s the catch: when you blast the same message to everyone, it comes off as, well… cookie-cutter. People can sense when something’s mass-sent, and it feels like spam. Imagine a Turkish pastry cookbook landing in the inbox of someone who’s never baked a day in their life. Or someone who’s just there for the quick dinner recipes and isn’t interested in mastering baklava. They’re probably not going to care. Worse, they’ll just ignore it altogether. Instead, imagine taking a few extra seconds to make it feel a bit more personal. Spot someone who’s posted about their latest baking success? Drop in a line about how your cookbook might be the next thing they’d love to try. Or if someone’s always sharing recipes from different cultures, point out how your book dives into authentic Turkish flavors. That little extra effort? It’s what turns a message from “meh” to memorable. 🙅‍♀️ So sending a standard, impersonalised message is a DON’T Keep It Short and Simple The attention span of a person today is about 8 seconds. That means you have only 8 seconds to grab their attention. Now imagine your long, detailed message, lovingly written to highlight every aspect of your cookbook, being shown to someone who quickly scans the text without really reading it. It just gets ignored. They skim over it, maybe catch a word here or there, but that message you put so much thought into? It just blends into the noise. People today are bombarded with messages left and right—long-winded ones just don’t stand a chance. If your pitch takes too long to get to the point, they’ll move on before they even know why your cookbook’s worth their time. All that heart and detail you poured in? It’s lost in a quick scroll. Instead, think bite-sized. Lead with a line that grabs them: “Master the secrets of Turkish pastries in your own kitchen.” Boom. In one line, they know what’s in it for them. After that, just a little teaser about what makes your cookbook special—maybe it’s a recipe for authentic baklava or a dive into regional favorites that are hard to find outside Turkey. Short, sharp, and inviting. Just enough for them to say, “Wait, tell me more.” That’s when you know you’ve hooked them. ✅ Please, DO keep it simple Focus on Making the Sale You started all this to make sales—lots of them—and there’s nothing wrong with that. You’ve put in the work, gained experience, spent your time, and made a real effort to create something valuable. Naturally, you want to sell it as a polished product. After all, we live in a world of capitalism; selling is part of the game. But here’s the big BUT: nobody likes feeling like they’re just a walking wallet. When people sense they’re being treated as nothing more than a sale, it’s a quick turn-off. Instead, start by sharing a little value upfront—something that shows them the benefit of what you offer without pushing for the sale. For our Turkish pastry cookbook, maybe it’s a quick tip on mastering flaky dough or a recipe for a popular pastry. Give them a taste of what they’d be getting, and let them see the value themselves. This way, you’re building trust first, proving you’re here to offer something genuinely useful, not just to make a quick buck. People are far more likely to buy from someone who respects them enough to share value first. It’s a simple way to make them curious instead of feeling pressured. 🙅‍♀️ Nobody likes to be a victim of unexpected aggressive sales. So DON’T Share What Others Think Would you buy a book because a salesperson persuaded you, or because ten other people said it’s great? Well, both methods can work, but let’s be real: we’re social animals, and we rely on the opinions of others. If at least a handful of people can share a few words about your product—how it helped them, how cool it is—that can make a huge difference in building credibility. You might be struggling to get your first feedback, but don’t overlook your closer circle. Your family, friends, and their friends can be fantastic first reviewers. Reach out to them and ask for honest opinions. Encourage them to share their thoughts publicly, whether it’s a quick post on social media or a review on a platform where potential buyers might see it. Their endorsements can provide that social proof that makes others feel confident about giving your product a shot. After all, people trust recommendations from real users way more than a slick sales pitch. It’s all about showing that others have found value in what you offer. ✅ So go ahead and share what others think—because it’s a solid DO! Neglect Follow-Ups Do you reply to all the emails and messages you receive? I used to do so, and I was actually surprised when I found out that not everyone does. Actually, I started to ignore them recently when I started to receive more of them, and a lot of them are far from relevant for me. People ignore messages not because they are rude. It’s just their right what to do with the received message. And pretty often they just miss some of them or decide to reply later and forget. Life happens, and this is a usual situation. So don’t hesitate to send a kind reminder after some time. A gentle nudge can be the perfect way to reignite interest without being pushy. 🙅‍♀️ So don’t just sit back and hope for the best—neglecting follow-ups is a definite DON’T if you want to keep the conversation going! The Final Even great products need to be marketed properly. Success isn’t about throwing everything out there and hoping it sticks - it’s about building relationships, being genuine, and giving people a reason to care about what you’re offering. Follow my digital product commerce saga on 𝕏 👉 https://x.com/alexhustles As the founder of a digital commerce tool, I get a lot of questions like, “I set up my store, uploaded my products - now how do I get customers?” Some people jump right into social media with posts like, “Hey everyone, I’ve just created a great eBook about applying for an O-1 American visa. Come check it out!” But let’s be honest, that kind of message barely grabs attention—most people just tune out that type of pitch. So, I’ve pulled together a few tips for freshly minted online entrepreneurs to help you get started. Identify Your Audience You might think that your products are interesting to anyone. Hmmmm, maybe, but it can also show that you just don’t really know your audience. What do they like, what do they watch, what do they do in their free time, and where do they hang out? There are hundreds of other questions that could be asked, but let’s not overcomplicate things and start small. The main goal here is to narrow down your focus to find an audience more likely to buy your product. Here’s what that looks like: let’s say you’ve just launched a Turkish pastry cookbook. If you promote it randomly on any channel with a big but completely random audience, the process starts to feel like gambling. Sure, you might attract a few people and even make some sales, but trying to turn that approach into a stable sales channel won’t work—it’s random, and you can’t build a reliable system on random. On the other hand, you can make an educated guess about the kinds of people who’d be interested in baking Turkish pastries. Think home bakers, foodies, or people who love international cuisine. Look for people hanging out on cooking forums, following cooking content on social media, or reading food blogs. Reaching out to these people multiplies your chances of being recognized, and, even better, appreciated. ✅ So identifying your audience? Definitely a DO ✅ So identifying your audience? Definitely a DO Send a Standard Message to All Now, you compile the best message about your book, explain why it’s great, highlight all the benefits for customers, and… send it to every single person you can reach. You might think, “Hey, more eyes on my book, right?” But here’s the catch: when you blast the same message to everyone, it comes off as, well… cookie-cutter. People can sense when something’s mass-sent, and it feels like spam. Imagine a Turkish pastry cookbook landing in the inbox of someone who’s never baked a day in their life. Or someone who’s just there for the quick dinner recipes and isn’t interested in mastering baklava. They’re probably not going to care. Worse, they’ll just ignore it altogether. Instead, imagine taking a few extra seconds to make it feel a bit more personal. Spot someone who’s posted about their latest baking success? Drop in a line about how your cookbook might be the next thing they’d love to try. Or if someone’s always sharing recipes from different cultures, point out how your book dives into authentic Turkish flavors. That little extra effort? It’s what turns a message from “meh” to memorable. 🙅‍♀️ So sending a standard, impersonalised message is a DON’T 🙅‍♀️ So sending a standard, impersonalised message is a DON’T Keep It Short and Simple The attention span of a person today is about 8 seconds. That means you have only 8 seconds to grab their attention. Now imagine your long, detailed message, lovingly written to highlight every aspect of your cookbook, being shown to someone who quickly scans the text without really reading it. It just gets ignored. They skim over it, maybe catch a word here or there, but that message you put so much thought into? It just blends into the noise. People today are bombarded with messages left and right—long-winded ones just don’t stand a chance. If your pitch takes too long to get to the point, they’ll move on before they even know why your cookbook’s worth their time. All that heart and detail you poured in? It’s lost in a quick scroll. Instead, think bite-sized. Lead with a line that grabs them: “Master the secrets of Turkish pastries in your own kitchen.” Boom. In one line, they know what’s in it for them. After that, just a little teaser about what makes your cookbook special—maybe it’s a recipe for authentic baklava or a dive into regional favorites that are hard to find outside Turkey. Short, sharp, and inviting. Just enough for them to say, “Wait, tell me more.” That’s when you know you’ve hooked them. ✅ Please, DO keep it simple ✅ Please, DO keep it simple Focus on Making the Sale You started all this to make sales—lots of them—and there’s nothing wrong with that. You’ve put in the work, gained experience, spent your time, and made a real effort to create something valuable. Naturally, you want to sell it as a polished product. After all, we live in a world of capitalism; selling is part of the game. But here’s the big BUT: nobody likes feeling like they’re just a walking wallet. When people sense they’re being treated as nothing more than a sale, it’s a quick turn-off. Instead, start by sharing a little value upfront—something that shows them the benefit of what you offer without pushing for the sale. For our Turkish pastry cookbook, maybe it’s a quick tip on mastering flaky dough or a recipe for a popular pastry. Give them a taste of what they’d be getting, and let them see the value themselves. This way, you’re building trust first, proving you’re here to offer something genuinely useful, not just to make a quick buck. People are far more likely to buy from someone who respects them enough to share value first. It’s a simple way to make them curious instead of feeling pressured. 🙅‍♀️ Nobody likes to be a victim of unexpected aggressive sales. So DON’T 🙅‍♀️ Nobody likes to be a victim of unexpected aggressive sales. So DON’T Share What Others Think Would you buy a book because a salesperson persuaded you, or because ten other people said it’s great? Well, both methods can work, but let’s be real: we’re social animals, and we rely on the opinions of others. If at least a handful of people can share a few words about your product—how it helped them, how cool it is—that can make a huge difference in building credibility. You might be struggling to get your first feedback, but don’t overlook your closer circle. Your family, friends, and their friends can be fantastic first reviewers. Reach out to them and ask for honest opinions. Encourage them to share their thoughts publicly, whether it’s a quick post on social media or a review on a platform where potential buyers might see it. Their endorsements can provide that social proof that makes others feel confident about giving your product a shot. After all, people trust recommendations from real users way more than a slick sales pitch. It’s all about showing that others have found value in what you offer. ✅ So go ahead and share what others think—because it’s a solid DO! ✅ So go ahead and share what others think—because it’s a solid DO! Neglect Follow-Ups Do you reply to all the emails and messages you receive? I used to do so, and I was actually surprised when I found out that not everyone does. Actually, I started to ignore them recently when I started to receive more of them, and a lot of them are far from relevant for me. People ignore messages not because they are rude. It’s just their right what to do with the received message. And pretty often they just miss some of them or decide to reply later and forget. Life happens, and this is a usual situation. So don’t hesitate to send a kind reminder after some time. A gentle nudge can be the perfect way to reignite interest without being pushy. 🙅‍♀️ So don’t just sit back and hope for the best—neglecting follow-ups is a definite DON’T if you want to keep the conversation going! 🙅‍♀️ So don’t just sit back and hope for the best—neglecting follow-ups is a definite DON’T if you want to keep the conversation going! The Final Even great products need to be marketed properly. Success isn’t about throwing everything out there and hoping it sticks - it’s about building relationships, being genuine, and giving people a reason to care about what you’re offering. Follow my digital product commerce saga on 𝕏 👉 https://x.com/alexhustles https://x.com/alexhustles

Dos and Don'ts of Cold Outreach for Digital Product Proposals

Hello JavaScript Enthusiasts!Welcome to this week’s edition of "This Week in JavaScript"! We’ve got a bunch of exciting updates for you, including a controversial proposal about splitting JavaScript, the latest Node.js release, some killer tools, and more. So buckle up, and let's get into it! JavaScript Might Become Two Languages? There's an intriguing buzz at TC39 around a new proposal—JS0 and JSSugar. Google’s proposal aims to split JavaScript into two parts: JS0, the core language that engines implement, and JSSugar, extra features that tools like WebPack compile down. The goal? Improve performance and security for JS engines by reducing the burden of new features. This could make JavaScript more efficient but may add complexity to the ecosystem. Some devs are excited, while others are worried about added complications. Will this actually simplify JavaScript or make it more complex? Only time will tell! NodeJS v23- Features you shouldn’t miss out The newest release of Node.js 23.0.0 is a feature-packed update that will make your development experience smoother than ever. require(esm) enabled by default: Finally! You can now use native ES modules without any flags. This is a long-awaited feature that should streamline your code and improve compatibility across projects.


--run command is stable: Run scripts directly with this stable feature, reducing setup time for your Node apps.


Glob patterns for test runner: Node’s test runner now supports glob patterns for coverage files, making it easier to manage large test suites.
New Tools and Releases
Now for some exciting new tools and releases to make your JavaScript projects even better:

**Electron 33.0.0:**Now running on Chromium 130 and Node 20.18.0, it brings improved history management, stronger cryptographic support, and native theme transparency. A heads up—you’ll need C++20 for native modules, but the performance boost is worth it!
**Hono:**If you’re looking for a fast, lightweight web framework, Hono is for you! Built with web standards, Hono runs everywhere JavaScript does—Cloudflare Workers, Deno, Bun, Node.js—you name it. Plus, it’s highly flexible and uses a Trie-based router for optimized request handling, ensuring high performance even in complex apps.
**Next.js 15 RC2:**This release candidate brings smoother upgrades and faster development with tools like Turbopack optimizations, async APIs, and enhanced server-side improvements. If you're into Next.js, this one’s definitely a must-try!
**Fast-grid update:**Need to handle massive datasets? Fast-grid just levelled up with multithreaded sorting and filtering. It uses shared array buffers for handling millions of rows at 120fps—ideal for smooth, performance-driven apps.
nvm-desktop v4.0.0: Managing Node.js versions just got easier with the new nvmd-command. Set Node versions per project, with an intuitive interface and no extra dependencies. It now also supports Tauri for seamless performance across macOS, Windows, and Linux!

That’s a wrap for this week! If you found these JavaScript updates useful, give this post an upvote to help others discover it.Don’t forget to share it with your fellow developers and keep an eye out for more insights in the JavaScript world. Until next time, keep coding and stay curious!References
JS0 and JSSugarNodeJS v23Electron 33.0.0
Hono
NextJS 15 RC2Fast-grid update
nvm-desktop v4.0.0 Hello JavaScript Enthusiasts! Welcome to this week’s edition of " This Week in JavaScript "! This Week in JavaScript We’ve got a bunch of exciting updates for you, including a controversial proposal about splitting JavaScript, the latest Node.js release, some killer tools, and more. So buckle up, and let's get into it! JavaScript Might Become Two Languages? JavaScript Might Become Two Languages? There's an intriguing buzz at TC39 around a new proposal— JS0 and JSSugar . TC39 JS0 JSSugar Google’s proposal aims to split JavaScript into two parts: JS0, the core language that engines implement, and JSSugar, extra features that tools like WebPack compile down. Google’s proposal aims to split JavaScript into two parts: JS0, the core language that engines implement, and JSSugar, extra features that tools like WebPack compile down. Google’s proposal aims to split JavaScript into two parts: JS0, the core language that engines implement, and JSSugar, extra features that tools like WebPack compile down. Google’s proposal The goal? Improve performance and security for JS engines by reducing the burden of new features. This could make JavaScript more efficient but may add complexity to the ecosystem. Some devs are excited, while others are worried about added complications. The goal? Will this actually simplify JavaScript or make it more complex? Only time will tell! NodeJS v23- Features you shouldn’t miss out NodeJS v23- Features you shouldn’t miss out The newest release of Node.js 23.0.0 is a feature-packed update that will make your development experience smoother than ever. Node.js 23.0.0 require(esm) enabled by default: Finally! You can now use native ES modules without any flags. This is a long-awaited feature that should streamline your code and improve compatibility across projects. --run command is stable: Run scripts directly with this stable feature, reducing setup time for your Node apps. Glob patterns for test runner: Node’s test runner now supports glob patterns for coverage files, making it easier to manage large test suites.
New Tools and Releases
Now for some exciting new tools and releases to make your JavaScript projects even better:

**Electron 33.0.0:**Now running on Chromium 130 and Node 20.18.0, it brings improved history management, stronger cryptographic support, and native theme transparency. A heads up—you’ll need C++20 for native modules, but the performance boost is worth it!
**Hono:**If you’re looking for a fast, lightweight web framework, Hono is for you! Built with web standards, Hono runs everywhere JavaScript does—Cloudflare Workers, Deno, Bun, Node.js—you name it. Plus, it’s highly flexible and uses a Trie-based router for optimized request handling, ensuring high performance even in complex apps.
**Next.js 15 RC2:**This release candidate brings smoother upgrades and faster development with tools like Turbopack optimizations, async APIs, and enhanced server-side improvements. If you're into Next.js, this one’s definitely a must-try!
**Fast-grid update:**Need to handle massive datasets? Fast-grid just levelled up with multithreaded sorting and filtering. It uses shared array buffers for handling millions of rows at 120fps—ideal for smooth, performance-driven apps.
nvm-desktop v4.0.0: Managing Node.js versions just got easier with the new nvmd-command. Set Node versions per project, with an intuitive interface and no extra dependencies. It now also supports Tauri for seamless performance across macOS, Windows, and Linux!

That’s a wrap for this week! If you found these JavaScript updates useful, give this post an upvote to help others discover it.Don’t forget to share it with your fellow developers and keep an eye out for more insights in the JavaScript world. Until next time, keep coding and stay curious!References
JS0 and JSSugarNodeJS v23Electron 33.0.0
Hono
NextJS 15 RC2Fast-grid update
nvm-desktop v4.0.0 require(esm) enabled by default: Finally! You can now use native ES modules without any flags. This is a long-awaited feature that should streamline your code and improve compatibility across projects. require(esm) enabled by default: Finally! You can now use native ES modules without any flags. This is a long-awaited feature that should streamline your code and improve compatibility across projects. require(esm) enabled by default: --run command is stable: Run scripts directly with this stable feature, reducing setup time for your Node apps. --run command is stable: Run scripts directly with this stable feature, reducing setup time for your Node apps. --run command is stable: Glob patterns for test runner: Node’s test runner now supports glob patterns for coverage files, making it easier to manage large test suites. New Tools and Releases Now for some exciting new tools and releases to make your JavaScript projects even better: **Electron 33.0.0:**Now running on Chromium 130 and Node 20.18.0, it brings improved history management, stronger cryptographic support, and native theme transparency. A heads up—you’ll need C++20 for native modules, but the performance boost is worth it!
**Hono:**If you’re looking for a fast, lightweight web framework, Hono is for you! Built with web standards, Hono runs everywhere JavaScript does—Cloudflare Workers, Deno, Bun, Node.js—you name it. Plus, it’s highly flexible and uses a Trie-based router for optimized request handling, ensuring high performance even in complex apps.
**Next.js 15 RC2:**This release candidate brings smoother upgrades and faster development with tools like Turbopack optimizations, async APIs, and enhanced server-side improvements. If you're into Next.js, this one’s definitely a must-try!
**Fast-grid update:**Need to handle massive datasets? Fast-grid just levelled up with multithreaded sorting and filtering. It uses shared array buffers for handling millions of rows at 120fps—ideal for smooth, performance-driven apps.
nvm-desktop v4.0.0: Managing Node.js versions just got easier with the new nvmd-command. Set Node versions per project, with an intuitive interface and no extra dependencies. It now also supports Tauri for seamless performance across macOS, Windows, and Linux! That’s a wrap for this week! If you found these JavaScript updates useful, give this post an upvote to help others discover it. Don’t forget to share it with your fellow developers and keep an eye out for more insights in the JavaScript world. Until next time, keep coding and stay curious! References JS0 and JSSugarNodeJS v23Electron 33.0.0 Hono NextJS 15 RC2Fast-grid update nvm-desktop v4.0.0 Glob patterns for test runner: Node’s test runner now supports glob patterns for coverage files, making it easier to manage large test suites. Glob patterns for test runner: New Tools and Releases New Tools and Releases Now for some exciting new tools and releases to make your JavaScript projects even better: **Electron 33.0.0:**Now running on Chromium 130 and Node 20.18.0, it brings improved history management, stronger cryptographic support, and native theme transparency. A heads up—you’ll need C++20 for native modules, but the performance boost is worth it! **Hono:**If you’re looking for a fast, lightweight web framework, Hono is for you! Built with web standards, Hono runs everywhere JavaScript does—Cloudflare Workers, Deno, Bun, Node.js—you name it. Plus, it’s highly flexible and uses a Trie-based router for optimized request handling, ensuring high performance even in complex apps. **Next.js 15 RC2:**This release candidate brings smoother upgrades and faster development with tools like Turbopack optimizations, async APIs, and enhanced server-side improvements. If you're into Next.js, this one’s definitely a must-try! **Fast-grid update:**Need to handle massive datasets? Fast-grid just levelled up with multithreaded sorting and filtering. It uses shared array buffers for handling millions of rows at 120fps—ideal for smooth, performance-driven apps. nvm-desktop v4.0.0: Managing Node.js versions just got easier with the new nvmd-command. Set Node versions per project, with an intuitive interface and no extra dependencies. It now also supports Tauri for seamless performance across macOS, Windows, and Linux! **Electron 33.0.0:**Now running on Chromium 130 and Node 20.18.0, it brings improved history management, stronger cryptographic support, and native theme transparency. A heads up—you’ll need C++20 for native modules, but the performance boost is worth it! **Hono:**If you’re looking for a fast, lightweight web framework, Hono is for you! Built with web standards, Hono runs everywhere JavaScript does—Cloudflare Workers, Deno, Bun, Node.js—you name it. Plus, it’s highly flexible and uses a Trie-based router for optimized request handling, ensuring high performance even in complex apps. **Next.js 15 RC2:**This release candidate brings smoother upgrades and faster development with tools like Turbopack optimizations, async APIs, and enhanced server-side improvements. If you're into Next.js, this one’s definitely a must-try! **Fast-grid update:**Need to handle massive datasets? Fast-grid just levelled up with multithreaded sorting and filtering. It uses shared array buffers for handling millions of rows at 120fps—ideal for smooth, performance-driven apps. nvm-desktop v4.0.0: Managing Node.js versions just got easier with the new nvmd-command. Set Node versions per project, with an intuitive interface and no extra dependencies. It now also supports Tauri for seamless performance across macOS, Windows, and Linux! nvm-desktop v4.0.0: That’s a wrap for this week! If you found these JavaScript updates useful, give this post an upvote to help others discover it. Don’t forget to share it with your fellow developers and keep an eye out for more insights in the JavaScript world. Until next time, keep coding and stay curious! References JS0 and JSSugar NodeJS v23 Electron 33.0.0 JS0 and JSSugar NodeJS v23 Electron 33.0.0 Hono Hono NextJS 15 RC2 Fast-grid update NextJS 15 RC2 Fast-grid update nvm-desktop v4.0.0 nvm-desktop v4.0.0

JavaScript JS0/JSSugar Proposals, Node.js 23, Next.js 15 RC2 and More - This Week in JS

Turbocharging Profitability: Growth Hacking Your Customer Retention to Drive Growth For 2025

Profitabilnost turbo punjenja: Hakiranje rasta za zadržavanje vaših kupaca kako biste potaknuli rast do 2025.

Impulsando la rentabilidad: cómo retener a sus clientes para impulsar el crecimiento en 2025

Boostez votre rentabilité : Growth Hacking pour fidéliser vos clients afin de stimuler la croissance d'ici 2025

収益性を加速させる: 顧客維持率をグロースハックして 2025 年の成長を促進

Turbocharging Profitability: Bokoli Hacking Retention ya Client na yo mpo na ko diriger croissance Pona 2025

Профитабилност со турбо полнење: Хакирање на растот на задржувањето на вашите клиенти за да се поттикне растот за 2025 година

Turbocharged Profitability: Growth Hacking van uw klantenbehoud om groei te stimuleren voor 2025

Turbocarga Rentabilidad: Wiñay Hacking Cliente Retenciónniyki Wiñay 2025 kaqpaq purichinapaq

Përfitueshmëria e turbocharging: Growth Hacking Mbajtja e klientit tuaj për të nxitur rritjen për 2025

Профитабилност турбо пуњења: раст Хаковање задржавања ваших купаца како би подстакао раст до 2025.

Faida ya Turbocharging: Ukuaji Kuingilia Uhifadhi wa Wateja Wako ili Kuendeleza Ukuaji wa 2025

Turbocharging Profitability: Ku Kula Ku Hacking Ku Hlayisa Ka Khasimende Ya Wena Ku Fambisa Ku Kula Ka 2025

September 9, 2024 - [Dubai, UAE] - Last week, Propchain announced the successful execution of its third proposal within the Propchain DAO, marking a significant milestone in its efforts to enhance the long-term value and sustainability of the $PROPC token ecosystem. The recently completed proposal focused on a strategic token burn initiative, reinforcing Propchain's commitment to community engagement and economic prudence. The initiative aimed to reinforce the economic foundation of the $PROPC token by reducing the total supply by approximately 25%, from 85 million to 64 million tokens. The token burn specifically targeted vested tokens, ensuring that unvested tokens remained unaffected. This approach was designed to decrease the monthly unvested token amount, effectively lowering the token's monthly inflation and fostering a more stable and sustainable economic environment. The token burn was conducted on a pro-rata basis, guaranteeing that each token holder's proportional ownership remained unchanged. For instance, a holder with 0.01% of the total supply before the burn would still maintain approximately 0.01% after the burn. This strategy ensured fairness for all holders while reducing the overall supply and increasing the percentage of tokens in circulation from approximately 24.4% to 32.4%. Such measures are essential for strengthening projects in the RWA space, where economic stability and long-term value creation are critical. By carefully managing token supply and reducing inflationary pressures, Propchain is ensuring that its platform remains appealing to both investors and users. This not only bolsters confidence in the $PROPC token but also sets a standard for responsible and sustainable growth within the RWA sector. The successful execution of this proposal is expected to greatly enhance the tokenomics of $PROPC by reducing inflationary pressures and enabling a healthier economic environment for the token. Propchain visualizes this achievement as a vital step forward in its ongoing token integration plans and in maintaining the integrity of its ecosystem. About Propchain Propchain leads the way in real estate investment platforms, placing consumer needs at the forefront by providing effortless access to tokenized assets and a user-friendly digital interface for asset management. It aims to revolutionize the real estate industry through the widespread adoption of blockchain technology, facilitating improved market dynamics, transparency, and long-term sustainability. Propchain's journey is marked by significant milestones, strategic focus, and innovative real estate strategies. With its dedication to digitally empowering the real estate value chain through investing and strategic positioning in the global market, Propchain is set to redefine the real estate investment landscape and continue its path of success. This story was distributed as a release by Btcwire under HackerNoon’s Business Blogging Program. Learn more about the program here. September 9, 2024 - [Dubai, UAE] - Last week, Propchain announced the successful execution of its third proposal within the Propchain DAO, marking a significant milestone in its efforts to enhance the long-term value and sustainability of the $PROPC token ecosystem. The recently completed proposal focused on a strategic token burn initiative, reinforcing Propchain's commitment to community engagement and economic prudence. The initiative aimed to reinforce the economic foundation of the $PROPC token by reducing the total supply by approximately 25%, from 85 million to 64 million tokens. The token burn specifically targeted vested tokens, ensuring that unvested tokens remained unaffected. This approach was designed to decrease the monthly unvested token amount, effectively lowering the token's monthly inflation and fostering a more stable and sustainable economic environment. The token burn was conducted on a pro-rata basis, guaranteeing that each token holder's proportional ownership remained unchanged. For instance, a holder with 0.01% of the total supply before the burn would still maintain approximately 0.01% after the burn. This strategy ensured fairness for all holders while reducing the overall supply and increasing the percentage of tokens in circulation from approximately 24.4% to 32.4%. Such measures are essential for strengthening projects in the RWA space, where economic stability and long-term value creation are critical. By carefully managing token supply and reducing inflationary pressures, Propchain is ensuring that its platform remains appealing to both investors and users. This not only bolsters confidence in the $PROPC token but also sets a standard for responsible and sustainable growth within the RWA sector. The successful execution of this proposal is expected to greatly enhance the tokenomics of $PROPC by reducing inflationary pressures and enabling a healthier economic environment for the token. Propchain visualizes this achievement as a vital step forward in its ongoing token integration plans and in maintaining the integrity of its ecosystem. About Propchain Propchain leads the way in real estate investment platforms, placing consumer needs at the forefront by providing effortless access to tokenized assets and a user-friendly digital interface for asset management. It aims to revolutionize the real estate industry through the widespread adoption of blockchain technology, facilitating improved market dynamics, transparency, and long-term sustainability. Propchain Propchain Propchain's journey is marked by significant milestones, strategic focus, and innovative real estate strategies. With its dedication to digitally empowering the real estate value chain through investing and strategic positioning in the global market, Propchain is set to redefine the real estate investment landscape and continue its path of success. 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

Propchain Executes Latest DAO Proposal, Reducing $PROPC Supply To Advance Token Integration

ፕሮፕቻይን የቅርብ ጊዜውን የDAO ፕሮፖዛል ያስፈጽማል፣ ለቅድመ ማስመሰያ ውህደት የ$PROPC አቅርቦትን ይቀንሳል።

Propchain تنفذ أحدث مقترحات DAO، مما يقلل من عرض $PROPC لتعزيز تكامل الرموز

Propchain, Token inteqrasiyasını inkişaf etdirmək üçün $ PROPC tədarükünü azaldaraq ən son DAO təklifini icra edir

Propchain изпълнява най-новото предложение за DAO, намалявайки предлагането на $PROPC за напреднала интеграция на токени

Propchain izvršava najnoviji DAO prijedlog, smanjujući zalihe $PROPC radi unapređenja integracije tokena

Propchain executa la darrera proposta de DAO, reduint el subministrament de $PROPC per avançar en la integració de fitxes

Propchain ejecuta la última propuesta DAO y reduce el suministro de $PROPC para avanzar en la integración de tokens

Propchain が最新の DAO 提案を実行し、トークン統合を進めるために $PROPC の供給を削減

Propchain د DAO وروستی وړاندیز اجرا کوي، د $ PROPC اکمالات کموي ترڅو د ټوکن ادغام ته وده ورکړي

Propchain реализует последнее предложение DAO, сокращая предложение $PROPC для продвижения интеграции токенов

ፕሮፕቸይን ንውህደት ቶከን ንምምዕባል፡ ቀረብ $PROPC ብምንካይ፡ ናይ መወዳእታ ናይ DAO እማመ ይፍጽም

Propchain реалізує останню пропозицію DAO, зменшуючи поставку $PROPC для вдосконалення інтеграції токенів

Hello everyone, this is Ivan. I will not tell you who I am for a long time, I think you are not very interested. As a bonus, I'll tell you how Tinder can help you with money transfers. Editor’s note: The HackerNoon editorial team has only verified the story for grammatical accuracy and does not condone/condemn any of the claims contained herein. Use this bot at your own risk. #DYOR Problem From time to time, I have to transfer money abroad, and I do it with the help of crypto, namely P2P purchase and P2P sale. This way, the rate is better, and there are no restrictions. But to find the best offer, you have to: monitor several exchanges with a p2p section
On each, indicate the amount and methods by which you can buy/sell.
have a verified account on each
the exchange should not have a 24-hour freeze on funds after receiving, so that you can immediately carry out 2 selected transactions and not lose the profit. And all this has to be done for a regular money transfer. Solution I wrote a bot in Telegram that parses P2P sections of most popular crypto exchanges. You specify the amount you want to transfer, set the methods you can use to buy crypto, and the methods for receiving funds for selling it, and the bot finds the most profitable pairs - where to buy and where to sell. The described functionality solves the first 2 points of the problem. "But how about just transferring money to a card and having everything done for you?" After specifying all the data necessary for the transaction, the message with the selection of pairs will have a "Make transfer" button and by clicking it, you will receive the following message (depending on whether the username is specified or not): At this stage, the bot works in manual mode. The developer of the bot @ma66is will contact you soon to make a translation along the path you have chosen for you! We apologize for the inconvenience! At this stage, the bot works in manual mode. Your username is not listed in your profile. Send any sticker to the developer of this bot u/ma66is so that it appears in your chat list and send him the message you have chosen for transfer. Then he will do everything for you! We apologize for the inconvenience! At the initial stage, I am really going to do all the transfers manually (and also custdeving :) ), since writing the processing for creating orders for sale and purchase on each exchange will take time. It is still worth finding out whether users need it or not, so that in case of lack of interest in this feature, time is not wasted. By adding working capital, I will close the last 2 points of the problem: while the funds of your transfer are being unfrozen, I will withdraw part of the funds that have already been lying around, and when your funds become available, I will return those taken from circulation. Will someone really transfer money by card number to a stranger in Telegram? Until the service is promoted and does not have a strong reputation, I hardly believe that someone will trust me with their money. But as soon as the bot gains popularity as a simple table with the best offers (fortunately, Telegram shows how many people use the bot for everyone), I think people will start appearing who are ready to make a transfer by card number (most P2P transactions happen this way). Those who have ever made such transfers understand how decisive the last, 4th point of the problem is. And it is really convenient: instead of fiddling with two orders on two different exchanges, you just transferred money to the card through your mobile bank. Tinder Tinder? When you start the bot, you will see 2 buttons: one is "Transfer", which will send you along the path described above, and the second is "Tinder". The thing is that I have already tried to solve the problem of transferring money to places where it is not allowed by creating a tinder to find people in the receiving country and make transfers within countries during a personal meeting. But due to the insufficient number of users, the service did not gain popularity. Perhaps this article will give it a second life. The mechanics of "Money Tinder" are described in more detail in the bot itself. Bot: t.me/fe1p_bot My twitter, where I'm going to talk about my projects and more: x.com/ma55is If you have suggestions, ideas or just want to chat, you can write to me directly or discuss in the comments. Hello everyone, this is Ivan. I will not tell you who I am for a long time, I think you are not very interested. As a bonus, I'll tell you how Tinder can help you with money transfers. Editor’s note: The HackerNoon editorial team has only verified the story for grammatical accuracy and does not condone/condemn any of the claims contained herein. Use this bot at your own risk. #DYOR Editor’s note: The HackerNoon editorial team has only verified the story for grammatical accuracy and does not condone/condemn any of the claims contained herein. Use this bot at your own risk. #DYOR Editor’s note: The HackerNoon editorial team has only verified the story for grammatical accuracy and does not condone/condemn any of the claims contained herein. Use this bot at your own risk. #DYOR Editor’s note: The HackerNoon editorial team has only verified the story for grammatical accuracy and does not condone/condemn any of the claims contained herein. Use this bot at your own risk. #DYOR Problem Problem From time to time, I have to transfer money abroad, and I do it with the help of crypto, namely P2P purchase and P2P sale. This way, the rate is better, and there are no restrictions. But to find the best offer, you have to: monitor several exchanges with a p2p section On each, indicate the amount and methods by which you can buy/sell. have a verified account on each the exchange should not have a 24-hour freeze on funds after receiving, so that you can immediately carry out 2 selected transactions and not lose the profit. monitor several exchanges with a p2p section On each, indicate the amount and methods by which you can buy/sell. have a verified account on each the exchange should not have a 24-hour freeze on funds after receiving, so that you can immediately carry out 2 selected transactions and not lose the profit. And all this has to be done for a regular money transfer. Solution Solution I wrote a bot in Telegram that parses P2P sections of most popular crypto exchanges. You specify the amount you want to transfer, set the methods you can use to buy crypto, and the methods for receiving funds for selling it, and the bot finds the most profitable pairs - where to buy and where to sell. The described functionality solves the first 2 points of the problem. "But how about just transferring money to a card and having everything done for you?" "But how about just transferring money to a card and having everything done for you?" After specifying all the data necessary for the transaction, the message with the selection of pairs will have a "Make transfer" button and by clicking it, you will receive the following message (depending on whether the username is specified or not): At this stage, the bot works in manual mode. The developer of the bot @ma66is will contact you soon to make a translation along the path you have chosen for you! We apologize for the inconvenience! At this stage, the bot works in manual mode. The developer of the bot @ma66is will contact you soon to make a translation along the path you have chosen for you! We apologize for the inconvenience! At this stage, the bot works in manual mode. The developer of the bot @ma66is will contact you soon to make a translation along the path you have chosen for you! We apologize for the inconvenience! At this stage, the bot works in manual mode. Your username is not listed in your profile. Send any sticker to the developer of this bot u/ma66is so that it appears in your chat list and send him the message you have chosen for transfer. Then he will do everything for you! We apologize for the inconvenience! At this stage, the bot works in manual mode. Your username is not listed in your profile. Send any sticker to the developer of this bot u/ma66is so that it appears in your chat list and send him the message you have chosen for transfer. Then he will do everything for you! We apologize for the inconvenience! At this stage, the bot works in manual mode. Your username is not listed in your profile. Send any sticker to the developer of this bot u/ma66is so that it appears in your chat list and send him the message you have chosen for transfer. Then he will do everything for you! We apologize for the inconvenience! At the initial stage, I am really going to do all the transfers manually (and also custdeving :) ), since writing the processing for creating orders for sale and purchase on each exchange will take time. It is still worth finding out whether users need it or not, so that in case of lack of interest in this feature, time is not wasted. By adding working capital, I will close the last 2 points of the problem: while the funds of your transfer are being unfrozen, I will withdraw part of the funds that have already been lying around, and when your funds become available, I will return those taken from circulation. Will someone really transfer money by card number to a stranger in Telegram? Will someone really transfer money by card number to a stranger in Telegram? Until the service is promoted and does not have a strong reputation, I hardly believe that someone will trust me with their money. But as soon as the bot gains popularity as a simple table with the best offers (fortunately, Telegram shows how many people use the bot for everyone), I think people will start appearing who are ready to make a transfer by card number (most P2P transactions happen this way). Those who have ever made such transfers understand how decisive the last, 4th point of the problem is. And it is really convenient: instead of fiddling with two orders on two different exchanges, you just transferred money to the card through your mobile bank. Tinder Tinder Tinder? When you start the bot, you will see 2 buttons: one is "Transfer", which will send you along the path described above, and the second is "Tinder". The thing is that I have already tried to solve the problem of transferring money to places where it is not allowed by creating a tinder to find people in the receiving country and make transfers within countries during a personal meeting. But due to the insufficient number of users, the service did not gain popularity. Perhaps this article will give it a second life. The mechanics of "Money Tinder" are described in more detail in the bot itself. Bot: t.me/fe1p_bot t.me/fe1p_bot My twitter, where I'm going to talk about my projects and more: x.com/ma55is x.com/ma55is If you have suggestions, ideas or just want to chat, you can write to me directly or discuss in the comments.

The Most Profitable Way to Send Fiat Money Through Crypto or How I am Making a Crypto-fiat Bridge

AI Business: Enterprise Models for LLMs Profitability

Looks Like Craig Wright’s Dissertation Proposal Took a Time Machine to 2019

GRAND CAYMAN, Cayman Islands, July 9th, 2024/Chainwire/--In a step forward for the derivatives ecosystem on Arbitrum, two prominent DeFi projects, GMX and Gains Network, have unveiled bids to integrate their platforms into Kwenta’s upcoming perpetuals marketplace. Kwenta, the leading perpetual futures exchange on Optimism, expanded its reach earlier this year by launching the Base network, reflecting a larger plan to connect derivatives liquidity across multiple chains. This announcement follows the recent approval of a grant from the Arbitrum DAO aimed at supporting Kwenta's initial expansion to the Arbitrum network. Product Offerings from GMX and Gains NeNetwork GMX and Gains Network have submitted their proposals to integrate their liquidity into Kwenta's platform. These integrations aim to enhance the trading experience for Kwenta users by providing access to additional markets and liquidity, while taking advantage of Kwenta’s UX-focused roadmap, which includes allowing traders to log in with traditional web2 credentials and sponsoring gasless transactions. GMX v2, Arbitrum’s flagship perpetual futures AMM (Automated Market Maker), built on the initial success of their v1 product by being the first to integrate Chainlink Data Streams, a low latency product from the leading oracle provider aimed at high-performance applications. The lower fees and wider selection of markets available on GMX v2 allowed the offering to quickly grow in popularity with onchain traders. Gains Network, known for its gTrade platform, offers a wide variety of trading pairs, including cryptocurrencies, forex, and commodities, supported by their decentralized oracle network. Gains Network’s innovative approach to perpetual futures provides traders access to up to 150x leverage on a growing list of nearly 200 markets. Strengthening the Arbitrum Ecosystem The integration of GMX and Gains Network into Kwenta’s perpetuals marketplace is expected to drive growth in the onchain perpetuals space by allowing users to easily access advanced DeFi products from Kwenta’s easy-to-use UX layer. While retail-focused applications have made huge steps forward in allowing users to quickly access the best prices for token swaps and bridging, onchain leverage has remained a complex product for more sophisticated DeFi enthusiasts. This strategic expansion brings Arbitrum’s most popular derivatives trading venues under a single platform, providing a simple and familiar experience for traders new to onchain products. Kwenta’s roadmap promises to build on these quality of life features, allowing users to interact with multiple protocols in a single application. Looking Ahead Kwenta is currently inviting community feedback on these proposals as it moves towards finalizing its perpetuals marketplace. The potential integrations with GMX and Gains Network align with Kwenta’s mission to provide a superior decentralized trading experience. With these developments, Kwenta is aims to become a leading venue for DeFi derivatives trading on Arbitrum. About Kwenta Kwenta is an onchain derivatives marketplace on Optimism, Base, and Arbitrum. The platform offers easy-to-use tools to access deep liquidity and low fees onchain, while users retain full custody of their funds. With over $50 billion in trading volume through its community-governed platform, Kwenta is committed to developing tools that bring DeFi to everyone.For more details, users can follow Kwenta's governance discussion channels on Discord. Contact MarketingDAO PM Burt Rock Kwenta info@kwenta.io This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here GRAND CAYMAN, Cayman Islands, July 9th, 2024/Chainwire/--In a step forward for the derivatives ecosystem on Arbitrum, two prominent DeFi projects, GMX and Gains Network, have unveiled bids to integrate their platforms into Kwenta’s upcoming perpetuals marketplace. Kwenta, the leading perpetual futures exchange on Optimism, expanded its reach earlier this year by launching the Base network, reflecting a larger plan to connect derivatives liquidity across multiple chains. This announcement follows the recent approval of a grant from the Arbitrum DAO aimed at supporting Kwenta's initial expansion to the Arbitrum network. Product Offerings from GMX and Gains NeNetwork GMX and Gains Network have submitted their proposals to integrate their liquidity into Kwenta's platform. These integrations aim to enhance the trading experience for Kwenta users by providing access to additional markets and liquidity, while taking advantage of Kwenta’s UX-focused roadmap, which includes allowing traders to log in with traditional web2 credentials and sponsoring gasless transactions. GMX v2, Arbitrum’s flagship perpetual futures AMM (Automated Market Maker), built on the initial success of their v1 product by being the first to integrate Chainlink Data Streams, a low latency product from the leading oracle provider aimed at high-performance applications. The lower fees and wider selection of markets available on GMX v2 allowed the offering to quickly grow in popularity with onchain traders. Gains Network, known for its gTrade platform, offers a wide variety of trading pairs, including cryptocurrencies, forex, and commodities, supported by their decentralized oracle network. Gains Network’s innovative approach to perpetual futures provides traders access to up to 150x leverage on a growing list of nearly 200 markets. Strengthening the Arbitrum Ecosystem The integration of GMX and Gains Network into Kwenta’s perpetuals marketplace is expected to drive growth in the onchain perpetuals space by allowing users to easily access advanced DeFi products from Kwenta’s easy-to-use UX layer. While retail-focused applications have made huge steps forward in allowing users to quickly access the best prices for token swaps and bridging, onchain leverage has remained a complex product for more sophisticated DeFi enthusiasts. This strategic expansion brings Arbitrum’s most popular derivatives trading venues under a single platform, providing a simple and familiar experience for traders new to onchain products. Kwenta’s roadmap promises to build on these quality of life features, allowing users to interact with multiple protocols in a single application. Looking Ahead Kwenta is currently inviting community feedback on these proposals as it moves towards finalizing its perpetuals marketplace. The potential integrations with GMX and Gains Network align with Kwenta’s mission to provide a superior decentralized trading experience. With these developments, Kwenta is aims to become a leading venue for DeFi derivatives trading on Arbitrum. About Kwenta Kwenta is an onchain derivatives marketplace on Optimism, Base, and Arbitrum. The platform offers easy-to-use tools to access deep liquidity and low fees onchain, while users retain full custody of their funds. With over $50 billion in trading volume through its community-governed platform, Kwenta is committed to developing tools that bring DeFi to everyone.For more details, users can follow Kwenta's governance discussion channels on Discord. Contact MarketingDAO PM Burt Rock Kwenta info@kwenta.io 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

Kwenta Receives Proposals To Integrate GMX And Gains Network Into Perpetuals Marketplace

Kwenta GMX একীভূত করার প্রস্তাব পেয়েছে এবং চিরস্থায়ী মার্কেটপ্লেসে নেটওয়ার্ক লাভ করেছে

Kwenta erhält Angebote zur Integration von GMX und gewinnt Netzwerk in Perpetuals Marketplace

Kwenta recibe propuestas para integrar GMX y gana red en el mercado perpetuo

Kwenta reçoit des propositions pour intégrer GMX et gagne du réseau dans le marché perpétuel

क्वेंटा को GMX को एकीकृत करने और पर्पेचुअल्स मार्केटप्लेस में नेटवर्क हासिल करने के प्रस्ताव प्राप्त हुए

クウェンタはGMXを統合する提案を受け、永久債マーケットプレイスにネットワークを獲得

Kwenta는 GMX를 통합하고 Perpetuals Marketplace에 네트워크를 확보하라는 제안을 받았습니다.

Kwenta recebe propostas para integrar GMX e ganha rede no mercado perpétuo

Kwenta получает предложения по интеграции сети GMX и Gains в рынок бессрочных контрактов

Kwenta, GMX'i Entegre Etmek ve Ağı Sürekli Piyasaya Kazandırmak İçin Teklifler Aldı

Kwenta nhận được đề xuất tích hợp GMX và tăng mạng lưới vào thị trường Perpetuals

Kwenta 收到整合 GMX 和获得网络进入永久资产市场的提案

Note: Hello, I am V. Before you read on I just want to say that I understand the magnitude of my ambition and am not afraid to reach higher. I may not know everything, but that won’t stop me. All feedback is accepted. The more there is to fix, the better the final product will be. MANA - A Community Directed Decentralized Price Prediction Market Abstract The concept of cryptocurrency has been in existence for around 40 years and has now become a significant asset for investors to consider. Cryptocurrencies enable tradable exchange without the involvement of a third party, leading many individuals to pursue cryptocurrency trading as a career. With tradable cryptocurrencies like Bitcoin, Ethereum, Solana, and more, it's increasingly possible for people with limited experience in cryptocurrency and investing to quickly acquire knowledge and skills in this field. This often leads to a deep interest in the financial markets. MANA is positioned as a platform for profitable trading and a community-driven marketplace. While other organizations have introduced features enabling users to make predictions and interact, MANA aims to welcome users of all experience levels to test their expertise. It's a place where users can vote on the price movements of cryptocurrencies. Project Overview MANA is a decentralized platform leveraging blockchain technology to enable community-driven price predictions for various assets. Utilizing the MANA Token (MNAT), participants can vote on future price movements every two hours, stake their tokens, and earn rewards for accurate predictions. The MANA platform aims to harness collective intelligence for market analysis while providing all participants with a fair, transparent, and engaging experience. Price prediction is a valuable tool for traders and investors. Traditional methods often rely on expert analysis or algorithmic predictions, which can be biased or lack transparency, but the markets are run by people. If an entity sold a large amount Bitcoin the price of bitcoin would go down due to supply and demand. MANA offers a decentralized alternative, where community members contribute their insights to predict price movements, creating a collective intelligence that enhances market understanding. Voting Mechanism & Staking Community members must submit their predictions on where the price of a specific asset will be every two hours. This continuous voting cycle ensures up-to-date and relevant predictions that reflect the latest market sentiments. To participate in voting, members must stake MNAT tokens. Staking serves as a commitment to their prediction and helps prevent spam or malicious activities. The amount staked reflects the voter's confidence in their prediction. By staking tokens, users contribute to a larger pool of staked tokens that are then distributed amongst voters with the most accuracy. To maximize potential gains, members will need to stake more tokens. In other words, the more you put in, the more you'll get out. Data Collection The smart contract records all votes and the corresponding staked amounts, ensuring complete transparency and immutability of the voting process. This data is publicly accessible and verifiable by anyone. While the voting data is public, the identity of the voters remains pseudonymous, linked only to their wallet addresses, to maintain the utmost security and privacy possible. Outcome Verification & Reward Distribution The voting period will take place once every two hours, during that time users can vote on where the price will be by the end of the voting period. Although to prevent potential security flaws voting will pause 10 minutes before the next interval. At the end of each voting period an oracle will retrieve the actual price data from a reliable source. The smart contract will then verify the outcome by comparing the actual price change to the community's predictions. Participants who make the closest predictions about price movements will receive rewards from the pool of staked tokens. The rewards are distributed proportionally based on the amount staked, which encourages accurate predictions and active participation. Those who make the furthest incorrect predictions forfeit their staked tokens, which are then redistributed among the correct predictors. Security & Fairness The smart contract ensures that the voting process is secure and tamper-proof. Utilizing a reliable oracle minimizes the risk of manipulation, maintaining the integrity of the prediction outcomes. Community Engagement My vision for MANA is promoting active community engagement by enabling members to actively participate in market predictions. This initiative not only provides invaluable insights into market trends, but also fosters a gamified experience that is both educational and rewarding.  I want to allow users to get people stake as much money as they want so long as they can afford it, essentially balancing balances user autonomy with their own discretion. Use Cases: Trading Signals: Traders can confidently utilize the collective predictions as signals to inform and enhance their trading strategies.
Market Analysis: Analysts and researchers can rely on the aggregated data for in-depth market sentiment analysis.
Gamified Learning: Trading novices can confidently immerse themselves in learning about market dynamics in an engaging, low-risk environment.
Competitive High Risk Earning: Traders with the most confidence can stake MNAT tokens for potentially higher gains allowing users to mix their earning with their day trading tasks. Technical Details Smart Contract & Oracle Integration The MANA smart contract is built on the secure and stable Ethereum network, ensuring efficient and reliable execution of voting, staking, and reward distribution. A robust and decentralized oracle system fetches accurate price data, ensuring the integrity and reliability of the outcome verification process. Tokenomics Token Name: Mana Token Token Symbol: MNAT Total Supply: 333,000,000 MNAT MNAT tokens are used for staking, voting, and reward distribution within the MANA platform. Please take note of the following planned token allocation (ACTIVELY SUBJECT TO CHANGE): Founder's Allocation: 15% (49.95M MNAT)
Development Fund: 15% (49.95M MNAT)
Marketing and Partnerships: 10% (33.3M MNAT)
Community and Ecosystem Incentives: 20% (66.6M MNAT)
Liquidity Pool: 35% (116.M MNAT)
Reserve Fund: 5% (16.65M MNAT) Roadmap Q3 2024: Concept Development and White Paper Release
Q4 2024: Smart Contract Development and Testing
Q1 2025: Oracle Integration and Platform Beta Launch
Q2 2025: Full Platform Launch and Community Building
Q3 2025: Expansion to Additional Assets and Enhanced Features Conclusion MANA represents an approach to decentralized price prediction, leveraging the power of community intelligence and blockchain technology. By allowing participants to stake MNAT tokens and vote on price movements, MANA creates a transparent, fair, and engaging platform for market predictions. Join us in revolutionizing the way we understand and engage with financial markets. Lets see what the effect of the platform (if grown large enough) has on the greater crypto market. Thanks for reading, V. Link to Git Repo (Don’t bother reading the README): MANA - Global Participation in the face of uncertainty Note: Hello, I am V. Before you read on I just want to say that I understand the magnitude of my ambition and am not afraid to reach higher. I may not know everything, but that won’t stop me. All feedback is accepted. The more there is to fix, the better the final product will be. Note: Hello, I am V. Before you read on I just want to say that I understand the magnitude of my ambition and am not afraid to reach higher. I may not know everything, but that won’t stop me. All feedback is accepted. The more there is to fix, the better the final product will be. MANA - A Community Directed Decentralized Price Prediction Market Abstract The concept of cryptocurrency has been in existence for around 40 years and has now become a significant asset for investors to consider. Cryptocurrencies enable tradable exchange without the involvement of a third party, leading many individuals to pursue cryptocurrency trading as a career. With tradable cryptocurrencies like Bitcoin, Ethereum, Solana, and more, it's increasingly possible for people with limited experience in cryptocurrency and investing to quickly acquire knowledge and skills in this field. This often leads to a deep interest in the financial markets. MANA is positioned as a platform for profitable trading and a community-driven marketplace. While other organizations have introduced features enabling users to make predictions and interact, MANA aims to welcome users of all experience levels to test their expertise. It's a place where users can vote on the price movements of cryptocurrencies. Project Overview MANA is a decentralized platform leveraging blockchain technology to enable community-driven price predictions for various assets. Utilizing the MANA Token (MNAT), participants can vote on future price movements every two hours, stake their tokens, and earn rewards for accurate predictions. The MANA platform aims to harness collective intelligence for market analysis while providing all participants with a fair, transparent, and engaging experience. Price prediction is a valuable tool for traders and investors. Traditional methods often rely on expert analysis or algorithmic predictions, which can be biased or lack transparency, but the markets are run by people. If an entity sold a large amount Bitcoin the price of bitcoin would go down due to supply and demand. MANA offers a decentralized alternative, where community members contribute their insights to predict price movements, creating a collective intelligence that enhances market understanding. Voting Mechanism & Staking Community members must submit their predictions on where the price of a specific asset will be every two hours. This continuous voting cycle ensures up-to-date and relevant predictions that reflect the latest market sentiments. To participate in voting, members must stake MNAT tokens. Staking serves as a commitment to their prediction and helps prevent spam or malicious activities. The amount staked reflects the voter's confidence in their prediction. By staking tokens, users contribute to a larger pool of staked tokens that are then distributed amongst voters with the most accuracy. To maximize potential gains, members will need to stake more tokens. In other words, the more you put in, the more you'll get out. Data Collection The smart contract records all votes and the corresponding staked amounts, ensuring complete transparency and immutability of the voting process. This data is publicly accessible and verifiable by anyone. While the voting data is public, the identity of the voters remains pseudonymous, linked only to their wallet addresses, to maintain the utmost security and privacy possible. Outcome Verification & Reward Distribution The voting period will take place once every two hours, during that time users can vote on where the price will be by the end of the voting period. Although to prevent potential security flaws voting will pause 10 minutes before the next interval. At the end of each voting period an oracle will retrieve the actual price data from a reliable source. The smart contract will then verify the outcome by comparing the actual price change to the community's predictions. Participants who make the closest predictions about price movements will receive rewards from the pool of staked tokens. The rewards are distributed proportionally based on the amount staked, which encourages accurate predictions and active participation. Those who make the furthest incorrect predictions forfeit their staked tokens, which are then redistributed among the correct predictors. Security & Fairness The smart contract ensures that the voting process is secure and tamper-proof. Utilizing a reliable oracle minimizes the risk of manipulation, maintaining the integrity of the prediction outcomes. Community Engagement My vision for MANA is promoting active community engagement by enabling members to actively participate in market predictions. This initiative not only provides invaluable insights into market trends, but also fosters a gamified experience that is both educational and rewarding.  I want to allow users to get people stake as much money as they want so long as they can afford it, essentially balancing balances user autonomy with their own discretion. Use Cases: Trading Signals: Traders can confidently utilize the collective predictions as signals to inform and enhance their trading strategies. Market Analysis: Analysts and researchers can rely on the aggregated data for in-depth market sentiment analysis. Gamified Learning: Trading novices can confidently immerse themselves in learning about market dynamics in an engaging, low-risk environment. Competitive High Risk Earning: Traders with the most confidence can stake MNAT tokens for potentially higher gains allowing users to mix their earning with their day trading tasks. Trading Signals: Traders can confidently utilize the collective predictions as signals to inform and enhance their trading strategies. Market Analysis: Analysts and researchers can rely on the aggregated data for in-depth market sentiment analysis. Gamified Learning: Trading novices can confidently immerse themselves in learning about market dynamics in an engaging, low-risk environment. Competitive High Risk Earning: Traders with the most confidence can stake MNAT tokens for potentially higher gains allowing users to mix their earning with their day trading tasks. Technical Details Technical Details Smart Contract & Oracle Integration The MANA smart contract is built on the secure and stable Ethereum network, ensuring efficient and reliable execution of voting, staking, and reward distribution. A robust and decentralized oracle system fetches accurate price data, ensuring the integrity and reliability of the outcome verification process. Tokenomics Token Name: Mana Token Token Symbol: MNAT Total Supply: 333,000,000 MNAT MNAT tokens are used for staking, voting, and reward distribution within the MANA platform. Please take note of the following planned token allocation (ACTIVELY SUBJECT TO CHANGE): Founder's Allocation: 15% (49.95M MNAT) Development Fund: 15% (49.95M MNAT) Marketing and Partnerships: 10% (33.3M MNAT) Community and Ecosystem Incentives: 20% (66.6M MNAT) Liquidity Pool: 35% (116.M MNAT) Reserve Fund: 5% (16.65M MNAT) Founder's Allocation: 15% (49.95M MNAT) Development Fund: 15% (49.95M MNAT) Marketing and Partnerships: 10% (33.3M MNAT) Community and Ecosystem Incentives: 20% (66.6M MNAT) Liquidity Pool: 35% (116.M MNAT) Reserve Fund: 5% (16.65M MNAT) Roadmap Q3 2024: Concept Development and White Paper Release Q4 2024: Smart Contract Development and Testing Q1 2025: Oracle Integration and Platform Beta Launch Q2 2025: Full Platform Launch and Community Building Q3 2025: Expansion to Additional Assets and Enhanced Features Q3 2024: Concept Development and White Paper Release Q4 2024: Smart Contract Development and Testing Q1 2025: Oracle Integration and Platform Beta Launch Q2 2025: Full Platform Launch and Community Building Q3 2025: Expansion to Additional Assets and Enhanced Features Conclusion MANA represents an approach to decentralized price prediction, leveraging the power of community intelligence and blockchain technology. By allowing participants to stake MNAT tokens and vote on price movements, MANA creates a transparent, fair, and engaging platform for market predictions. Join us in revolutionizing the way we understand and engage with financial markets. Lets see what the effect of the platform (if grown large enough) has on the greater crypto market. Thanks for reading, V. Link to Git Repo (Don’t bother reading the README): MANA - Global Participation in the face of uncertainty (Don’t bother reading the README): MANA - Global Participation in the face of uncertainty

Proposal for a Collective Price Prediction Protocol

একটি সমষ্টিগত মূল্য পূর্বাভাস প্রোটোকল জন্য প্রস্তাব

Vorschlag für ein kollektives Preisvorhersageprotokoll

Propuesta de protocolo colectivo de predicción de precios

Proposition d’un protocole collectif de prévision des prix

सामूहिक मूल्य पूर्वानुमान प्रोटोकॉल का प्रस्ताव

集合的価格予測プロトコルの提案

집단 가격 예측 프로토콜에 대한 제안

Proposta de Protocolo Coletivo de Previsão de Preços

Предложение по протоколу коллективного прогнозирования цен

Toplu Fiyat Tahmin Protokolü Önerisi

Đề xuất về Giao thức dự đoán giá tập thể

集体价格预测协议提案

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