u/Cicada-One

I am a software developer, mostly I specialize in the developing scalable back-ends with Golang and Django framework which I use on most of my projects so I decided to work on a large digital marketing project and the automated blog is just a section in a larger in progress project.

It is a Django app hosted on Railway with five automated pipelines. The first one monitors YouTube channels in my niche daily, pulls the transcripts, and rewrites them in my voice using the Anthropic API. Getting around Youtube API limits was a challenge. YouTube does not make transcript access easy so I wrote custom code to pull them without hitting rate limits or getting blocked. I did not use any third party API's for this, I just built a solution from scratch after a lot of trial and error.

The second pipeline generates SEO metadata automatically on every draft. The third one scans Reddit every four hours and returns threads where people are already asking questions my blog can answer. The fourth classifies every incoming comment so I know which ones are worth my time to reply to. The fifth sends me a weekly analytics digest so I can see what is actually driving traffic.

The pipeline has generated 360 draft posts so far. I review every single one before it goes live. Nothing publishes without my approval. The system just makes sure I always have a full queue ready instead of staring at a blank page wondering what to write next.

Now imagine pointing this at your own niche

The config file is the only thing that changes. You point it at your YouTube channel and your subreddits, update the niche settings, and the whole system runs from there. It works for a finance blog, a fitness blog, a SaaS blog, whatever your audience is. Every video your audience is already watching becomes a post on your blog in your voice. Every Reddit thread where someone is asking a question your content answers gets flagged before your competitors even see it. Instead of hunting for traffic you are already in the room where the conversation is happening. These is a great tool for YouTube creators that want to scale and the larger project am working on will cover this very clearly

Running cost is $10 to $23 a month total between Railway Cloud Hosting and the Claude API.

The live system is running at machiavellimind.com if you want to see what it produces.

I am a software developer, mostly I specialize in the developing scalable back-ends with Golang and Django framework which I use on most of my projects so I decided to work on a large digital marketing project and the automated blog is just a section in a larger in progress project.

It is a Django app hosted on Railway with five automated pipelines. The first one monitors YouTube channels in my niche daily, pulls the transcripts, and rewrites them in my voice using the Anthropic API. Getting around Youtube API limits was a challenge. YouTube does not make transcript access easy so I wrote custom code to pull them without hitting rate limits or getting blocked. I did not use any third party API's for this, I just built a solution from scratch after a lot of trial and error.

The second pipeline generates SEO metadata automatically on every draft. The third one scans Reddit every four hours and returns threads where people are already asking questions my blog can answer. The fourth classifies every incoming comment so I know which ones are worth my time to reply to. The fifth sends me a weekly analytics digest so I can see what is actually driving traffic.

The pipeline has generated 360 draft posts so far. I review every single one before it goes live. Nothing publishes without my approval. The system just makes sure I always have a full queue ready instead of staring at a blank page wondering what to write next.

Now imagine pointing this at your own niche

The config file is the only thing that changes. You point it at your YouTube channel and your subreddits, update the niche settings, and the whole system runs from there. It works for a finance blog, a fitness blog, a SaaS blog, whatever your audience is. Every video your audience is already watching becomes a post on your blog in your voice. Every Reddit thread where someone is asking a question your content answers gets flagged before your competitors even see it. Instead of hunting for traffic you are already in the room where the conversation is happening. These is a great tool for YouTube creators that want to scale and the larger project am working on will cover this very clearly

Running cost is $10 to $23 a month total between Railway Cloud Hosting and the Claude API.

Six months ago I was writing every blog post by hand. Now I do not write any of them. I built a system that does it for me.

Here is what the system does

It is a Django app running on Railway with five automated pipelines. Every day it monitors YouTube channels in my niche, pulls the transcripts, and rewrites them in my writing voice using the Anthropic API. It generates SEO metadata on every single post automatically. It scans Reddit every four hours for threads where people are already asking questions my blog answers. It classifies every incoming comment so I know which ones are worth my time.

360 draft posts generated so far. I review, approve, and publish. Nothing goes live without my eyes on it. The automation just means I always have a full queue ready.

Now imagine what happens when you point this at passive income content

YouTube channels about dividend investing, real estate, dropshipping, digital products. Every video becomes a blog post in your voice. Every Reddit thread asking about side income becomes a traffic opportunity your system already flagged for you. You show up where the audience already is. You do not chase them.

Running cost is $10 to $23 a month total between Railway and the Claude API.

The live system is running at machiavellimind.com if you want to see what it produces.

I have been developing web applications since 2018, I had a solid run of projects through 2025 then things dried up earlier this year so here I am. I build web applications and backend systems for clients remotely. I work on Web portals, blogs, and business websites, automation scripts and bots, admin dashboards,technical documentation, manuals, and guides I have live production projects with real metrics I can share, resume too. I am also open to outsourcing arrangements and working with agencies or individuals who have pending projects and they seeking an extra professional hand at it.

I have been developing web applications since 2018, I had a solid run of projects through 2025 then things dried up earlier this year so here I am. I build web applications and backend systems for clients remotely. I work on Web portals, blogs, and business websites, automation scripts and bots, admin dashboards,technical documentation, manuals, and guides I have live production projects with real metrics I can share, resume too. I am also open to outsourcing arrangements and working with agencies or individuals who have pending projects and they seeking an extra professional hand at it.

I have been developing web applications since 2018, I had a solid run of projects through 2025 then things dried up earlier this year so here I am. I build web applications and backend systems for clients remotely. I work on Web portals, blogs, and business websites, automation scripts and bots, admin dashboards,technical documentation, manuals, and guides I have live production projects with real metrics I can share, resume too. I am also open to outsourcing arrangements and working with agencies or individuals who have pending projects and they seeking an extra professional hand at it.

I have been developing web applications since 2018, I had a solid run of projects through 2025 then things dried up earlier this year so here I am. I build web applications and backend systems for clients remotely. I work on Web portals, blogs, and business websites, automation scripts and bots, admin dashboards,technical documentation, manuals, and guides I have live production projects with real metrics I can share, resume too. I am also open to outsourcing arrangements and working with agencies or individuals who have pending projects and they seeking an extra professional hand at it.

Six months ago I was writing every blog post manually. Now I do not write any of them because I built a system that does the everything for me.

Here is what I built: a Django app with five Claude-powered pipelines running on Railway. It monitors YouTube channels daily, pulls transcripts, and rewrites them in my writing voice using the Anthropic API. It also generates SEO metadata automatically, scans Reddit for engagement opportunities every four hours, and classifies every incoming comment so I know which ones are worth replying to.

It has generated 360 draft posts so far. I review, approve, and publish. Nothing goes live without my eyes on it but the automation means I always have something ready to review.

What makes this interesting as a marketing tool is the Reddit monitor. It flags threads in your niche where people are already asking questions your blog answers. You do not chase traffic, you show up where it already exists.

The system is built to adapt to any niche. You point it at your YouTube channels and subreddits, update the config file, and it runs. The full setup guide walks through every step including how to swap it into a finance blog, a SaaS blog, a fitness blog, whatever fits your audience.

Running cost is roughly $10 to $23 per month total between Railway and the Claude API.

I am packaging the full source code plus the deployment guide as a Gumroad product at $99. It includes all five management commands, the Claude prompts, the niche config file, and step-by-step Railway setup instructions. If you need the documentation adapted to a specific niche, reach out and we can sort that out.

The live system is running at machiavellimind.com if you want to see what it produces.