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Hey devs! Every time I deployed an MVP on Railway or Render free trials, sending emails with Nodemailer, smtplib, net/smtp, etc. failed because outbound SMTP ports (25, 465, 587) are strictly blocked. Plus, services like Resend force you to buy and setup a custom domain first. So I built...

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Samuel Tuoyo

2,062 subscribers

15,148 просмотров • 2 месяцев назад •via X (Twitter)

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Комментарии: 68

Фото профиля Luis Jay
Luis Jay2 месяцев назад

I’ve been crying out for something like this, good work

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thanks!

Фото профиля Tejiri Amrasa
Tejiri Amrasa2 месяцев назад

Problem solver

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

My boss!

Фото профиля Precious el Rey
Precious el Rey2 месяцев назад

Wow! Had this same issue with an app few months ago Will be testing this out soon!

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you!

Фото профиля Okiemute
Okiemute2 месяцев назад

Nice work 💯

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you!

Фото профиля 0T!T0
0T!T02 месяцев назад

Nice work bro. I will stop fighting with resend

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you!

Фото профиля Kolbe
Kolbe2 месяцев назад

Great job man. I ran into this problem last month, ended up using Brevo

Фото профиля Ifeora Okechukwu Patrick
Ifeora Okechukwu Patrick2 месяцев назад

Fantastic 😍. Thank you for this!

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

My pleasure!

Фото профиля Afrocan | GOA⚡️
Afrocan | GOA⚡️2 месяцев назад

Amazing one ⚡️🙌🏽

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you

Фото профиля Victor
Victor2 месяцев назад

Cool, I've actually run into that issue before. Render doesn't support the SMTP port I was using, so I switched to Resend instead. It's been pretty smooth so far. I'll definitely check this out too.

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you!

Фото профиля wisdom
wisdom2 месяцев назад

nice work chief!

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you!

Фото профиля 𝚂𝚘𝚗 𝙾𝚏 𝙸𝚋𝚎𝚓𝚒𝚑
𝚂𝚘𝚗 𝙾𝚏 𝙸𝚋𝚎𝚓𝚒𝚑2 месяцев назад

Amazing man 👏🏾👏🏾

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you!

Фото профиля the_ghost_dev
the_ghost_dev2 месяцев назад

I’ll take a look at this. Nice work man 🙌🏿

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you boss

Фото профиля AMOR OF ARSENAL
AMOR OF ARSENAL2 месяцев назад

Nice one bro

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you!

Фото профиля Abdulmuiz Adeyemo
Abdulmuiz Adeyemo2 месяцев назад

You cooked

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you

Фото профиля Success
Success2 месяцев назад

well done chief

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you

Фото профиля Spectra☢️
Spectra☢️2 месяцев назад

My boss 🙂‍↕️🔥

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you

Фото профиля Spectra☢️
Spectra☢️2 месяцев назад

Share your brain some nah

Фото профиля ⚡David⚡
⚡David⚡2 месяцев назад

Man like Tuoyo, Well done man

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you David!

Фото профиля Mechanic 𝕏
Mechanic 𝕏2 месяцев назад

Can you integrate email warmup please

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

I'll look into this.

Фото профиля Rutoh
Rutoh2 месяцев назад

Niceee!

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thanks!

Фото профиля Ifiok Ambrose
Ifiok Ambrose2 месяцев назад

🔥🔥🔥

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thanks!

Фото профиля Emmy 👨🏽‍💻
Emmy 👨🏽‍💻2 месяцев назад

fire

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you!

Фото профиля Chigozie Anagor
Chigozie Anagor2 месяцев назад

Amazing 🥁🥁

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you

Фото профиля 👩🏾‍💻𝕺𝖐𝖔𝖗𝖔 𝕽𝖊𝖉𝖊𝖒𝖕𝖙𝖎𝖔𝖓💻
👩🏾‍💻𝕺𝖐𝖔𝖗𝖔 𝕽𝖊𝖉𝖊𝖒𝖕𝖙𝖎𝖔𝖓💻2 месяцев назад

Will give it a try. Weldone bro

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you!

Фото профиля Emeka Chukwuka
Emeka Chukwuka2 месяцев назад

This is lit bruh 🔥🔥 I encountered something like this on a project I'm working on, and your tool is really going to come in handy 💪

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

🔥🔥🔥

Фото профиля Peace Nnorom ✨
Peace Nnorom ✨2 месяцев назад

Cool stuff

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you

Фото профиля BG
BG2 месяцев назад

very cool idea and def solves a major problem when launching

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

@BuiltAndSeenHQ Thank you

Фото профиля XXIII
XXIII2 месяцев назад

Cool. 🚀

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you 🔥

Фото профиля Mannex🫧
Mannex🫧2 месяцев назад

This is amazing bro🔥

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thanks!

Фото профиля HalxDocs
HalxDocs2 месяцев назад

Boss you dey cook ohhh

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you!

Фото профиля Oluwagbenga
Oluwagbenga2 месяцев назад

This is 🔥🔥

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you

Фото профиля Just_Tara
Just_Tara2 месяцев назад

This is amazing

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thanks!

Фото профиля J
J2 месяцев назад

Nice one G

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you

Фото профиля Sarcastic Geek
Sarcastic Geek2 месяцев назад

😊 The Chef

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you!

Фото профиля Techie Sam ⚛️
Techie Sam ⚛️2 месяцев назад

cool stuff man

Фото профиля Samuel Tuoyo
Samuel Tuoyo2 месяцев назад

Thank you!

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313,056 просмотров • 8 месяцев назад

here's how I generate beautiful emails using Paper and claude code for humblytics 1) I scraped all of our existing emails and outlined in our obsidian notes 2) ran my marketing-strategist skill to analzye existing open/close rates, pull context from our app and rewrite the entire email 3) connect to the paper mcp, open up claude code, and reference the new emails it just rewrote 4) design the entire email in paper, refine it, then when you're done ask claude code to export is as a .mjml file 5) load the .mjml file and you're done you now have emails that are on brand and designed to your specs
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here's how I generate beautiful emails using Paper and claude code for humblytics 1) I scraped all of our existing emails and outlined in our obsidian notes 2) ran my marketing-strategist skill to analzye existing open/close rates, pull context from our app and rewrite the entire email 3) connect to the paper mcp, open up claude code, and reference the new emails it just rewrote 4) design the entire email in paper, refine it, then when you're done ask claude code to export is as a .mjml file 5) load the .mjml file and you're done you now have emails that are on brand and designed to your specs

amirmxt

11,222 просмотров • 5 месяцев назад

RIP OpenClaw. How to use Claude Opus 4.6 + n8n to create a secure, autonomous agent available on all your devices: Step 1: Install Desktop Commander (Docker) Step 2: Configure permissions (mounted folders) Step 3: Create a secure connection Works today: - Run mcp-proxy - Set up a Cloudflare tunnel - Use a custom domain (from $5/year) An alternative coming soon: Use Desktop Commander Remote (free, Beta) Step 4: Create an n8n agent with Opus 4.6: - n8n VPS ($4.99/mo) - Add a Telegram trigger - Add Desktop Commander MCP - Plug integrations (Gmail, Drive, Notion, Stripe) - Add memory, subagents, and the Ralph Wiggum loop - Consider one extra sandbox (Docker, the same VPS) Done. In this setup your agent: - Can't access your API keys - Can't modify its environment - Can't access folders you haven't shared - Can't access tools you haven't approved - Must get your confirmation, e.g., when sending emails Unlike in OpenClaw, those are hard guardrails, not suggestions anyone can hack. But it can still: - Reply to your Telegram or Slack messages - Access selected folders from your laptop - Access Gmail, Drive, Notion, Linear, etc. - Install new local tools in a sandbox - Run autonomously for hours - Create multiple subagents - Learn from experience - Wake up regularly Want a detailed guide? I will break everything down + setup instructions + n8n templates on Monday. Follow + 🔔to get notified: Paweł Huryn
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RIP OpenClaw. How to use Claude Opus 4.6 + n8n to create a secure, autonomous agent available on all your devices: Step 1: Install Desktop Commander (Docker) Step 2: Configure permissions (mounted folders) Step 3: Create a secure connection Works today: - Run mcp-proxy - Set up a Cloudflare tunnel - Use a custom domain (from $5/year) An alternative coming soon: Use Desktop Commander Remote (free, Beta) Step 4: Create an n8n agent with Opus 4.6: - n8n VPS ($4.99/mo) - Add a Telegram trigger - Add Desktop Commander MCP - Plug integrations (Gmail, Drive, Notion, Stripe) - Add memory, subagents, and the Ralph Wiggum loop - Consider one extra sandbox (Docker, the same VPS) Done. In this setup your agent: - Can't access your API keys - Can't modify its environment - Can't access folders you haven't shared - Can't access tools you haven't approved - Must get your confirmation, e.g., when sending emails Unlike in OpenClaw, those are hard guardrails, not suggestions anyone can hack. But it can still: - Reply to your Telegram or Slack messages - Access selected folders from your laptop - Access Gmail, Drive, Notion, Linear, etc. - Install new local tools in a sandbox - Run autonomously for hours - Create multiple subagents - Learn from experience - Wake up regularly Want a detailed guide? I will break everything down + setup instructions + n8n templates on Monday. Follow + 🔔to get notified: Paweł Huryn

Paweł Huryn

210,466 просмотров • 7 месяцев назад

There are 8 billion people on earth. Soon there'll be 100 billion AI agents. Every one of them needs email. Six weeks ago I said the next wave of teams would run email through an agent instead of a dashboard. Today it ships. Nitrosend☄️ is launching Agentic Email Marketing: the email layer for the agent economy. What agents can do on Nitrosend right now: Sign themselves up. Point any agent at and it creates the account, connects your domain, sorts billing and sends its first email. No API key. No dashboard. No human required. Shipped, and users agents signing up with it daily. Get their own inboxes (beta, by request). Real addresses on the domain you own. Your agents receive, and send 1-1 email conversations with customers. A reply lands at 3am, your agent answers it. Anything that needs a human gets escalated to you. Ask us and we'll flick yours on. Next: Agentic Outreach (coming soon). Your agent studies your best customers, finds more like them, writes like a person, sends in sequence and works the replies. Then: set a goal and walk away. Goal-based agentic marketing is in development. "20% more activations this quarter" and Nitrosend plans, sends, measures and improves every week. Why we built this: Gmail is agent hostile and expensive per seat. Legacy email platforms assume a human sitting in a dashboard. agents needed an email layer of their own. They're already better at it than we are. They read everything, never miss a follow-up, and write personally at any scale. *94%* of actions on Nitrosend already happen inside an agent (Claude, Codex, ChatGPT, Cursor), not in our UI. Humans approve. Agents operate. This is our third email company. Six billion emails across the first two. We've been burned by every ugly part of email already, which is why the approval gates are built in exactly where you want them. Watch the launch, then send your agent to work: send it.
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There are 8 billion people on earth. Soon there'll be 100 billion AI agents. Every one of them needs email. Six weeks ago I said the next wave of teams would run email through an agent instead of a dashboard. Today it ships. Nitrosend☄️ is launching Agentic Email Marketing: the email layer for the agent economy. What agents can do on Nitrosend right now: Sign themselves up. Point any agent at and it creates the account, connects your domain, sorts billing and sends its first email. No API key. No dashboard. No human required. Shipped, and users agents signing up with it daily. Get their own inboxes (beta, by request). Real addresses on the domain you own. Your agents receive, and send 1-1 email conversations with customers. A reply lands at 3am, your agent answers it. Anything that needs a human gets escalated to you. Ask us and we'll flick yours on. Next: Agentic Outreach (coming soon). Your agent studies your best customers, finds more like them, writes like a person, sends in sequence and works the replies. Then: set a goal and walk away. Goal-based agentic marketing is in development. "20% more activations this quarter" and Nitrosend plans, sends, measures and improves every week. Why we built this: Gmail is agent hostile and expensive per seat. Legacy email platforms assume a human sitting in a dashboard. agents needed an email layer of their own. They're already better at it than we are. They read everything, never miss a follow-up, and write personally at any scale. *94%* of actions on Nitrosend already happen inside an agent (Claude, Codex, ChatGPT, Cursor), not in our UI. Humans approve. Agents operate. This is our third email company. Six billion emails across the first two. We've been burned by every ugly part of email already, which is why the approval gates are built in exactly where you want them. Watch the launch, then send your agent to work: send it.

George Hartley ☄️

938,598 просмотров • 2 месяцев назад

AI is smart enough now.. The problem is it keeps getting stuck. Ask it to host a website → it asks for API keys. Ask it to send an email → it needs a subscription. Ask it to scrape data → it wants an integration setup. At some point, YOU become the integration layer. I tested Zero and it changed that completely. I gave it one prompt, and it built a premium website, hosted it, and put it live automatically. Zero setup. Zero subscriptions. Zero API keys. All from a single prompt. Zero gives your AI access to 14,000+ real-world services on demand. It handles payments automatically. No billing. No signups. Nothing. Just prompt → outcome. First 10,000 users get $5 free to try it: Zero #ad
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AI is smart enough now.. The problem is it keeps getting stuck. Ask it to host a website → it asks for API keys. Ask it to send an email → it needs a subscription. Ask it to scrape data → it wants an integration setup. At some point, YOU become the integration layer. I tested Zero and it changed that completely. I gave it one prompt, and it built a premium website, hosted it, and put it live automatically. Zero setup. Zero subscriptions. Zero API keys. All from a single prompt. Zero gives your AI access to 14,000+ real-world services on demand. It handles payments automatically. No billing. No signups. Nothing. Just prompt → outcome. First 10,000 users get $5 free to try it: Zero #ad

Rony

32,938 просмотров • 2 месяцев назад

Arcads + n8n is insane... I built an AI agent that now generates 100s of viral ads every day with arcads api and n8n. Talking head, lip sync, product showcases, ugc I have made a detailed guide to show you: → How to make AI ugc ads at scale → Step-by-step n8n workflow → n8n + Arcads + Meta API integration For the right person, this is worth $10,000, but I am giving it away for FREE for the next 24 hours 1. Retweet this post 2. Comment "AGENT" And I will send it to you in your DM 📩 (must be following)
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Arcads + n8n is insane... I built an AI agent that now generates 100s of viral ads every day with arcads api and n8n. Talking head, lip sync, product showcases, ugc I have made a detailed guide to show you: → How to make AI ugc ads at scale → Step-by-step n8n workflow → n8n + Arcads + Meta API integration For the right person, this is worth $10,000, but I am giving it away for FREE for the next 24 hours 1. Retweet this post 2. Comment "AGENT" And I will send it to you in your DM 📩 (must be following)

Kritarth Mittal | Soshals

25,154 просмотров • 11 месяцев назад

Most developers can't explain how Single Sign-On (SSO) works. ​ This was one of my favorite questions during technical interviews. I love to ask about it because it's not a trivial topic. ​ Here is a 5-minute overview of how Single Sign-On works. ​ We all hate passwords; the less we use them, the better, and SSO helps with that. ​ When you log in to Google once and visit YouTube, Gmail, Drive, and any other connected service without re-entering your password, three players are working behind the scenes: ​ • A user trying to access an application. You, in this case. • The application you want to access. For example, YouTube. • An Identity Provider (IDP) that will verify your identity. Google, in this case. ​ Here is what happens when you try to access one application for the first time: ​ 1. You try to log in to YouTube, and the application redirects you to the Identity Provider (IDP) for authentication. ​ 2. The IDP (Google) checks your credentials and confirms your identity. It creates a new session for you on its server and sets a session cookie in your browser. ​ 3. The IDP also creates a token for YouTube—a small piece of data that contains information about your identity. ​ 4. Your browser grabs the token and presents it to YouTube. ​ 5. YouTube checks the token, and if it is valid, lets you in. ​ But then you want to access Google Drive: ​ 1. You go to Google Drive, and the application redirects you to the IDP. ​ 2. The IDP recognizes that you are still logged in because you have the session cookie. It doesn't need to ask for your credentials. ​ 3. Instead, the IDP generates a new token for Drive. ​ 4. Your browser grabs the token and presents it to Google Drive. If the token is valid, Drive lets you in. ​ You can now access multiple applications without re-entering your password. This is probably one of the best things we've invented since sliced bread! ​ But, of course, implementing Single Sign-On is a nightmare! If you are a developer, don't try to reinvent the wheel. I've been implementing SSO since dinosaurs were around, and I can tell you you want to check out Auth0. ​ Auth0 makes implementing SSO 100x easier. They just updated their free plan, and you get a lot without having to pay a single cent. 25,000 monthly active users, unlimited social connections, and you can go to production with custom domains. FOR FREE! ​ They are sponsoring this post. To save your time, keep your sanity, and have a really solid and secure solution, head over to their website: ​
4:57

Most developers can't explain how Single Sign-On (SSO) works. ​ This was one of my favorite questions during technical interviews. I love to ask about it because it's not a trivial topic. ​ Here is a 5-minute overview of how Single Sign-On works. ​ We all hate passwords; the less we use them, the better, and SSO helps with that. ​ When you log in to Google once and visit YouTube, Gmail, Drive, and any other connected service without re-entering your password, three players are working behind the scenes: ​ • A user trying to access an application. You, in this case. • The application you want to access. For example, YouTube. • An Identity Provider (IDP) that will verify your identity. Google, in this case. ​ Here is what happens when you try to access one application for the first time: ​ 1. You try to log in to YouTube, and the application redirects you to the Identity Provider (IDP) for authentication. ​ 2. The IDP (Google) checks your credentials and confirms your identity. It creates a new session for you on its server and sets a session cookie in your browser. ​ 3. The IDP also creates a token for YouTube—a small piece of data that contains information about your identity. ​ 4. Your browser grabs the token and presents it to YouTube. ​ 5. YouTube checks the token, and if it is valid, lets you in. ​ But then you want to access Google Drive: ​ 1. You go to Google Drive, and the application redirects you to the IDP. ​ 2. The IDP recognizes that you are still logged in because you have the session cookie. It doesn't need to ask for your credentials. ​ 3. Instead, the IDP generates a new token for Drive. ​ 4. Your browser grabs the token and presents it to Google Drive. If the token is valid, Drive lets you in. ​ You can now access multiple applications without re-entering your password. This is probably one of the best things we've invented since sliced bread! ​ But, of course, implementing Single Sign-On is a nightmare! If you are a developer, don't try to reinvent the wheel. I've been implementing SSO since dinosaurs were around, and I can tell you you want to check out Auth0. ​ Auth0 makes implementing SSO 100x easier. They just updated their free plan, and you get a lot without having to pay a single cent. 25,000 monthly active users, unlimited social connections, and you can go to production with custom domains. FOR FREE! ​ They are sponsoring this post. To save your time, keep your sanity, and have a really solid and secure solution, head over to their website: ​

Santiago

204,895 просмотров • 2 лет назад

I built a mobile app to check Paddle revenue (because they don't have one): 👉 - Use your Paddle API key (read-only and scoped) - Live data with beautiful and useful graphs built with native Swift UI. - Multi-account supported, unified revenue metrics. - Data stay on device, no server (api requests are sent directly from your phone) - Home widgets - I made it free to download on App Store (once it's approved) - Buy the source code for $19 and customize it however you want (save 5hrs of prompting if you try to do it yourself). Some interesting facts about this side project: - I vibe coded with 100% claude code remotely on my Mac Mini (with my AI assistant setup) in less than 24 hours. - I have read 0 line of code in this project and never opened Xcode myself. - My AI assistant designed the app with GPT Image 2, built the app with Swift UI, test it on simulator (via screenshots), send the test build to TestFlight for me to test, and invited me to the app store connect account so I can test on my phone, then the AI submitted the app to App Store and currently waiting for approval. - For the website, I ask it to come up with a domain name, I bought it via manually and give it access via Cloudflare API, the AI design and create a static website with GitHub, test it with lighthouse CLI, deploy via GitHub pages, config the domain DNS, deploy the website. - Then I sign up an account with Polar payment, create an API key and ask the AI to setup a store, add payment, link with the account, and add the payment to the website. The entire process happened in the last 24 hours with me only talking to the AI via Telegram. This is such a fun side project not only to create an app that I wish exists, but also to push the limit of what I can use AI for, and so far I'm very impressed. I'll create so much more apps! It feels like I have unlocked a super power.
0:33

I built a mobile app to check Paddle revenue (because they don't have one): 👉 - Use your Paddle API key (read-only and scoped) - Live data with beautiful and useful graphs built with native Swift UI. - Multi-account supported, unified revenue metrics. - Data stay on device, no server (api requests are sent directly from your phone) - Home widgets - I made it free to download on App Store (once it's approved) - Buy the source code for $19 and customize it however you want (save 5hrs of prompting if you try to do it yourself). Some interesting facts about this side project: - I vibe coded with 100% claude code remotely on my Mac Mini (with my AI assistant setup) in less than 24 hours. - I have read 0 line of code in this project and never opened Xcode myself. - My AI assistant designed the app with GPT Image 2, built the app with Swift UI, test it on simulator (via screenshots), send the test build to TestFlight for me to test, and invited me to the app store connect account so I can test on my phone, then the AI submitted the app to App Store and currently waiting for approval. - For the website, I ask it to come up with a domain name, I bought it via manually and give it access via Cloudflare API, the AI design and create a static website with GitHub, test it with lighthouse CLI, deploy via GitHub pages, config the domain DNS, deploy the website. - Then I sign up an account with Polar payment, create an API key and ask the AI to setup a store, add payment, link with the account, and add the payment to the website. The entire process happened in the last 24 hours with me only talking to the AI via Telegram. This is such a fun side project not only to create an app that I wish exists, but also to push the limit of what I can use AI for, and so far I'm very impressed. I'll create so much more apps! It feels like I have unlocked a super power.

Tony Dinh

43,922 просмотров • 4 месяцев назад

Every time an AI video goes viral, someone asks the same thing: what was the prompt? Usually nobody knows. So I built a tool that finds out: It runs on MOSS-VL, open-weight 11B model (open source on GitHub: Upload a reference clip, it watches it frame by frame and reverse-engineers a generation prompt from what's actually in the video, not a guess. Refine it for a style, then generate something new from it. MOSS-VL is built for continuous video streams. Quantized versions deploy locally on a single RTX 4090, and it can be fine-tuned through LlamaFactory if you need it to understand something specific, like your own product's UI. I used the hosted API here, analyzing an uploaded clip instead of a live stream. Two ways to use it yourself: deploy it locally for real-time stream processing, or grab a free API key and use the hosted API on your own clips. API:
1:23

Every time an AI video goes viral, someone asks the same thing: what was the prompt? Usually nobody knows. So I built a tool that finds out: It runs on MOSS-VL, open-weight 11B model (open source on GitHub: Upload a reference clip, it watches it frame by frame and reverse-engineers a generation prompt from what's actually in the video, not a guess. Refine it for a style, then generate something new from it. MOSS-VL is built for continuous video streams. Quantized versions deploy locally on a single RTX 4090, and it can be fine-tuned through LlamaFactory if you need it to understand something specific, like your own product's UI. I used the hosted API here, analyzing an uploaded clip instead of a live stream. Two ways to use it yourself: deploy it locally for real-time stream processing, or grab a free API key and use the hosted API on your own clips. API:

Manish Kumar Shah

65,991 просмотров • 23 дней назад