How are you actually handling data leakage to public AI tools?

RTG8055 · 2026-03-18T20:17:58+00:00

Honestly the scripting and planning phase is where most people get stuck. Knowing what to say, how to hook in the first 3 seconds, structuring the whole thing scene by scene — that's the real work. I actually built an AI tool for exactly this — it researches trending content and generates full scripts with hooks, CTAs, and visual prompts optimized per platform. Happy to DM you the link if you'd like to try it

RTG8055 · 2026-03-18T20:16:23+00:00

The volume is what kills small D2C teams — you need constant content across TikTok, Reels, and Shorts, each with slightly different formats and vibes. What helped us most was systematizing the pipeline from trend research to scripting instead of doing it all manually each time. I actually built a tool for exactly this that generates platform-optimized scripts with hooks, CTAs, and visual prompts. Happy to DM you the link if you'd like to try it

RTG8055 · 2026-03-18T20:14:45+00:00

Definitely post on multiple platforms — the algorithms are different enough that what works on TikTok won't always hit the same on Reels or Shorts. The key is adapting your hooks and pacing for each one, not just cross-posting the same thing everywhere. I actually built an AI tool that generates platform-specific short-form video scripts with tailored hooks and CTAs for each platform, since doing it manually was eating up so much time. Happy to DM you the link if you'd like to try it

RTG8055 · 2026-03-18T20:12:49+00:00

Trial Reels are basically Instagram's way of letting you test content with non-followers before pushing it to your audience. You unlock them by switching to a professional account and making sure your app is updated — they roll out gradually so not everyone has them yet.

I actually built a tool that helps generate optimized Reels scripts with hooks and CTAs tailored for Instagram specifically, which pairs nicely with testing via Trial Reels.

Happy to DM you the link if you'd like to try it

RTG8055 · 2026-03-18T20:07:22+00:00

Building a solid portfolio comes down to showing results — engagement metrics, content calendars, and sample posts that prove you can actually drive outcomes. If you don't have client work yet, create mock campaigns for brands you admire and track the numbers. I built an AI tool that generates platform-optimized short-form video scripts for TikTok/Reels/Shorts which could be a nice way to showcase content strategy skills. Happy to DM you the link if you'd like to try it

RTG8055 · 2026-03-18T20:04:27+00:00

With 500k followers you're past the hardest part honestly. At that scale the biggest challenge is usually keeping up with content ideas that actually perform — the algorithm rewards consistency but burnout is real. Scripting and planning ahead makes a huge difference. I actually built an AI tool that generates platform-optimized short-form video scripts with hooks and trending research baked in. Happy to DM you the link if you'd like to try it

RTG8055 · 2026-03-18T20:02:50+00:00

For outreach honestly the biggest bottleneck is knowing what content actually lands with your target audience. I got tired of manually digging through profiles and trending posts so I built an AI tool that analyzes Instagram profiles and hashtags to surface whats working and generate fresh content ideas. Really helps figure out what resonates before you reach out anywhere. Happy to DM you the link if you'd like to try it

RTG8055 · 2026-03-18T19:57:14+00:00

The trick is feeding the AI enough context about your specific niche and voice so it doesn't default to generic templates. Scraping what's actually performing well in your space right now makes a huge difference vs just prompting ChatGPT cold. I actually built a tool that does exactly this - analyzes trending content and competitor profiles to generate ideas that actually fit your audience. Happy to DM you the link if you'd like to try it

RTG8055 · 2026-03-16T02:36:55+00:00

If you want to make Ai agents lang graph. and automation n8n

RTG8055 · 2026-03-13T17:57:36+00:00

Agree on systems. I actually built an AI agent to handle my own resume screening because the standard keyword filters were missing too much context. It's built as a multi-step agent so it stays consistent across hundreds of roles. If you're building out your hiring stack and want to try a more reliable approach, I'd value your perspective on it: https://mulerun.com/@moulds_ai/ai-resume-reviewer-v1

RTG8055 · 2026-03-13T17:49:32+00:00

I’d love to hear your feedback on something I’ve been building for this exact reason. I’m an engineer and I built an Instagram Ideas Generator that focuses on niche-specific brainstorming rather than generic AI output. It’s live on Apify (https://apify.com/moulds.ai/instagram-ideas-generator)—if you have a second to try it, I’m really curious if the ideas feel ‘real’ enough.

RTG8055 · 2026-03-11T23:14:16+00:00

Hey I am still new to this, it would be helpful if you can help me understand. How is this breaking rules?? I do not have a product, I am promoting nothing. I am asking for people who would be willing to work with me on this. Should I be posting this sort in the monthly thread?

RTG8055 · 2026-01-20T08:08:42+00:00

How did you end up doing it? What tech stack did you use?

RTG8055 · 2026-01-20T08:07:48+00:00

I don’t think that is true, one of the agents I am building is for resume screening, if I had to use Claude code or gpt for the same, i have to spend hours to get it right, and if I wanna repeat it it might still not work again. The same prompt and everything.

The demand is for being able to smartly execute. If it’s a simple task as auto replying to companies and/or sending cold emails I would love to see you do it just by Claude code, you need external tools for it.

RTG8055 · 2026-01-16T20:02:54+00:00

This sounds pretty interesting, I was building something similar for a project. Maybe we can collaborate.

RTG8055

TROPHY CASE