The #WorldSeries hits different on X 💥
Through Game 2, engagement per post is 39% higher than last year. Now is the time for brands to join the moment and connect with engaged fans before baseball’s biggest stage comes to a close.
$16,568 a month from AI assisted video clipping?
One person is reportedly pulling this off from a single desk by running a streamlined, mostly automated system that turns long videos into short form content
Here’s the basic idea:
You take existing long form material podcasts, livestreams, interviews, YouTube videos and extract the strongest moments as short clips ready for TikTok, Instagram Reels, and YouTube Shorts
Instead of inventing new content from scratch, you’re mining value from footage that already exists
The AI-assisted workflow typically handles:
- Scanning the full video
- Flagging potentially high-engagement sections
- Cutting the strongest parts
- Adding captions automatically
- Reframing everything vertically
- Spitting out multiple clips for you to review
From there, there are two main ways to turn this into income:
1. Grow your own audience
Post consistently. As the account gains traction and meets platform requirements, explore the usual monetization paths (creator funds, brand deals, etc.)
2. Offer clipping as a service
Plenty of creators have hours of unused podcast and livestream footage. You turn that material into ready to post short form clips they can distribute across platforms.
- No filming required
- No need to become a face of the brand influencer
- No starting from a blank page every time
The real edge, though, isn’t just the tools. It’s judgment knowing which 30 seconds will actually make someone stop scrolling.
The AI can accelerate the cutting, captioning, and formatting.
Your job is still to select the moments worth watching, keep the quality high and turn the process into a reliable business
Always work with content you’re authorized to repurpose or have permission to use, that’s the opportunity
this is f*cking insane... Lauren Tan, Grok Bot engineer at SpaceXAI:
"I merged 2,500 PRs last month with a team of Grok Bots.
I barely read any of them."
but her agents aren't smarter than yours
they just aren't allowed to make the same mistake twice
No proof → no merge
Failure → becomes a Skill
Forgettable rule → enforced in CI
Most people fix an agent by adding another paragraph to the prompt
Lauren fixes the system so the mistake becomes impossible
that's how you stop babysitting agents and start running an AI engineering team
steal the rules, then read how to build the full Grok Bot system below ↓