@Its_Nova1012 GPT-5.4 - Best results, highest cost. Well rounded.
GPT-5.4-Mini - Cheapest option. Fast and accurate, will notice occasional things that are too hard for it and you can switch to GPT-5.4.
GPT-5.3-Codex - Code freak. Can use if you only care about generating code.
Just switched to Codex.
Need your small help.
Which model should I use for:
good output + low tokens + decent speed?
- GPT-5.4
- GPT-5.4-Mini
- GPT-5.3-Codex
- GPT-5.2-Codex
- GPT-5.2
- GPT-5.1-Codex-Max
- GPT-5.1-Codex-Mini
@thdxr I agree. If you’re doing enough work to be consistently maxing it out surely it must be cost effective to be making money from it, otherwise what is everyone doing?
man the responses to the new claude max limits are crazy
everyones expectations are so out of whack
it's kind of embarrassing to get this mad, i'd just be like damn ok i'll cancel
were you guys depending on this shit to keep your grandma alive i don't get it
Your work tools in Claude are now available on mobile.
Explore Figma designs, create Canva slides, check Amplitude dashboards, all from your phone.
Give it a try: claude.com/download
Claude Cowork + Arcads = AI Content Factory
No actors.
No photo shoots.
No ghost creators.
No wasted samples.
Just hundreds of shoppable TikTok videos going live every single day — automatically.
And here’s the wild part:
This system produces 300+ product-ready TikTok Shop ads per day from a single prompt.
It feels exactly like running Facebook Ads in 2008… except the CPMs are even lower and the entire loop is organic
Why this works
• ultra low CPMs possible with our content templates
• No paid ads needed
• No delays, no bottlenecks
• Hundreds of creator-style profiles all selling your product 24/7
• GMV compounds weekly because posting never stops
• Cost per video: about $5-8 compared to $50-100 for human creator content and compared to $30+ with influencer ai software
The traditional tiktok shop scale methods are broken:
- influencers charge more than they actually make for the brands
- influencer ai video softwares still charge too much per video to justify uploading 300 videos per day
Those softwares are meant for meta ads, NOT for scaling on tiktok shop
Plus there is no framework to script, edit, or post all those videos…
All are things you need since tiktok shop requires massive volume.
Your eCom CPG brand can actually make $1m+ on tiktok shop.. however it will require 10k+ videos with proper strategy behind them
Here’s the simplest $300/month ai workflow that replaces a $50k+ monthly content budget for ecom brands:
1. Cruva social 1: scrape for viral videos of similar or same products
2. Claude cowork → product research + viral hooks + Manus for influencer images
3. Arcads / kling 2.6 motion control → full AI videos
• reel farm/n8n → autoposting (testing now)
How the full TikTok Shop AI agent system
1. Each Agent creates a TikTok Shop–ready profile + avatar
Built to look like real creators — optimized for shoppable videos.
2. Agents research, clone, and rebuild winning TikTok Shop content
They scrape your niche using a spyware tool like social1 → extract the hooks/angles and upload the video to Manus.
3. Upload your new influencer avatar and the video inspo to Kling 2.6 Motion control, click generate
We then use phone farm, agents can post daily across hundreds of accounts
Then we deploy the Multi-Platform Swarm (MPS)
When a concept hits on TikTok Shop → instantly spin up AI Agents to blast variations across every platform.
Everything links back to your TikTok Shop.
GMV scales practically on autopilot. (obviously we manage this process, but ai can do the heavy lifting)
Results
• Thousands of organic views daily
• 100–200 shoppable videos posted per day
• Entire human creative teams replaced
This is the AI Creator Agent Method — the fastest way to scale TikTok Shop in 2026.
I packaged the full Agentic Influencer System for free.
Every workflow.
Every prompt.
Every tool.
Plug-and-play.
Comment “Agent” and I’ll send it to you.
(Must be connected)
PS: Repost for early access to the full Agentic TikTok Shop stack.
BREAKING: Claude can now run your entire ecom brand tiktok like a $500/hour social media manager.
I reverse-engineered how top social media brands use AI to build million-follower accounts.
Here’s the crazy part:
This system produces 550+ cinematic, product-ready ads per day from a single prompt.
Here’s the full pipeline:
→ AI generates a realistic UGC persona — face, voice, personality
→ Arcads clones a natural voiceover in seconds
→ CapCut auto-edits: captions, pacing, hooks — done
→ our phone farm method pushes every finished video straight to TikTok Shop
→ Cruva Social 1 identifies which hooks are already winning in your niche before you film anything
The result: 500+ videos a month, per brand, at a fraction of what one UGC creator used to cost.
Most brands are still paying $300–500 per video.
Testing 10 hooks takes $5,000 and three weeks.
With this system, you test 100 hooks in the same timeframe.
The ones that win get scaled. Automatically.
AI is the new creative director.
TikTok doesn’t reward the best video.
It rewards the brand that shows up the most — with content that converts.
Static agencies are dead.
Creator dependency is a liability… and it’s soooo 2025.
No more waiting on creators.
No more $500 videos that flop after 200 views.
The brands that automate content at scale will be the biggest winners of 2026.
If you want the full breakdown:
Like & comment “SYSTEM”
I’ll send you the complete workflow, every prompt, and a step-by-step walkthrough. Free.
(Follow first so I can DM.)