My AI YouTube Shorts channel can run from a text message now. No joke, here's the actual workflow: I text a Telegram bot: "post a short about X" It goes and: 1. Researches the topic live (real facts, not hallucinated stats) 2. Writes a full 30-60 sec script optimized for spoken narration 3. Generates the actual video, voiceover included 4. Writes the title, description, hashtags 5. Sends the finished video back to me on Telegram I watch it. If it's good, I hit APPROVE and it publishes straight to YouTube. Done. No editing software opened. No uploading. No thumbnail app. If I don't like it? I just reply with what's wrong, "make the hook stronger," "too generic," whatever, and it rewrites and regenerates the whole video and sends me a new version. It keeps looping until I approve. I'm not exaggerating when I say this replaced the hard part of research + scriptwriting + editing + uploading with a single text message. Right now it's running on a private test channel while I stress-test it, but the pipeline is fully built and works end to end. If you run a YouTube channel (or want to start one) and the actual bottleneck has always been "I don't have time to make videos consistently," this is exactly the kind of system I build.

What if creating your next LinkedIn post was as simple as sending a text? That’s exactly what I built for myself. Here’s the workflow: 1. I send a topic to a Telegram bot, or simply say, “write a post about X.” 2. It researches the topic in real time and pulls actual facts and sources instead of making up stats. 3. It writes the post in my voice, without the generic AI feel. 4. It generates a matching image. 5. Everything comes back to me in Telegram for review. 6. If I like it, I hit APPROVE → it publishes directly to LinkedIn and sends me a confirmation. 7. If I don’t like it, I tell it why: “make it punchier,” “different angle,” “too generic,” etc. It rewrites and sends me a new draft. And it keeps looping until I approve it. No dashboard. No copy-pasting. No jumping between 4 different tools. No content calendar to babysit. Just: Message → Review → Approve. And this is the part I care about most: AI never gets the final say. I do. The AI handles the research, writing, image generation, and publishing workflow. I handle the judgment. That’s the difference between letting AI randomly post for you and building an AI content system around your actual workflow. If you run a business, build in public, or simply hate staring at a blank LinkedIn post box, this is the kind of system I build.